[
  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "5cca3a6207104a57aa6f3973cda88b17",
          "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.900833785533905,
        "action_similarity": 0.9431484937667847,
        "ui_similarity": 0.9033934331918907
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    ],
    "query": {
      "episode_id": "063932777d3444308308e4521cb9d6ce",
      "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
    "avg_action_similarity": 0.9431484937667847,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "96876a03cc9542868a1a01ffbedb7812",
          "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8540656566619873,
        "action_similarity": 0.8192088603973389,
        "ui_similarity": 0.9417593448495846
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    ],
    "query": {
      "episode_id": "3f75804c98f945c39d7cf12a4a754eaa",
      "goal": "Open Novelship. Browse \"Trending Deals\". Select the third item. Check its detailed information and add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_similarity": 0.8540656566619873,
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    "avg_action_similarity": 0.8192088603973389,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "f3425cf72c914455ae59e0c402b15022",
          "goal": "Open Novelship. Search \"Burberry\". Filter products to apparel and Women. Sort by highest price. Select the third item. Add it to cart.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8065706491470337,
        "action_similarity": 0.859976053237915,
        "ui_similarity": 0.9816352273362544
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    "query": {
      "episode_id": "93c2a9c97b554fce92f1c628884b4608",
      "goal": "Open Novelship. Search \"Versace\". Filter products to apparel and Women\"s. Sort by highest price. Select the third item. Add it to cart",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_action_similarity": 0.859976053237915,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8761391043663025,
        "action_similarity": 0.908066987991333,
        "ui_similarity": 0.9937174011863011
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    ],
    "query": {
      "episode_id": "a6fc03d64a174b8fb2f63974783585ad",
      "goal": "Open Novelship. Search \"PUMA\". Filter for size 10 and sort by lowest price. Select the first item. Add to cart and select payment.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_similarity": 0.8761391043663025,
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    "avg_action_similarity": 0.908066987991333,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9109574556350708,
        "action_similarity": 0.9146625995635986,
        "ui_similarity": 0.8444474204514837
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    ],
    "query": {
      "episode_id": "a947e8bddbbc45689620b07c67e742a1",
      "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "7908914c7a364efc96ce49ba12150801",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7912098169326782,
        "action_similarity": 0.9162189960479736,
        "ui_similarity": 0.9503778353796618
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    "query": {
      "episode_id": "f3fca84044084216b88d9577bc572ddf",
      "goal": "Open Novelship. Search \"Hat\". Filter products to apparel and sort by popularity. Add the first item to wishlist. Check if it is verified by novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "467692ffb9ac4dc0a49aae5e1c6a31e4",
          "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7989040613174438,
        "action_similarity": 0.8674852252006531,
        "ui_similarity": 0.9809501276879002
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    "query": {
      "episode_id": "33dac573d84747afa5e096c7eeaca539",
      "goal": "Open Novelship. Browse \"New Lowest List\". Select the second item. Check its detailed information.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7989040613174438,
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    "split": "train",
    "avg_action_similarity": 0.8674852252006531,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "063932777d3444308308e4521cb9d6ce",
          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7550175189971924,
        "action_similarity": 0.8757356405258179,
        "ui_similarity": 0.9009123915524849
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    ],
    "query": {
      "episode_id": "dfa3d2f0b1904e7caf885b62e62f5551",
      "goal": "Open Novelship. Search \"Yeezy\". Filter products to sneakers and sort by lowest price. Add one item to wishlist. Check if it is verified by novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7550175189971924,
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    "split": "train",
    "avg_action_similarity": 0.8757356405258179,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"ADIDAS\". Filter products to apparel and size to \"M\". Sort by highest price. Select the first item. Add it to wishlist with size \"M\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8939062356948853,
        "action_similarity": 0.9616298079490662,
        "ui_similarity": 0.9062243717822269
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    "query": {
      "episode_id": "59279ecddab64f9e965dd44e92f712e8",
      "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8939062356948853,
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    "split": "train",
    "avg_action_similarity": 0.9616298079490662,
    "avg_ui_similarity": 0.9062243717822269
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "80b874b59091423eaca18cc74c2b20f5",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article and go back to the home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9912171363830566,
        "action_similarity": 0.8322028517723083,
        "ui_similarity": 0.8534990559036864
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    ],
    "query": {
      "episode_id": "2ebf048460ee4db8bb019fa166e27225",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9912171363830566,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8322028517723083,
    "avg_ui_similarity": 0.8534990559036864
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "c53eb62dd7914c7799e2595620d5412e",
          "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7737734317779541,
        "action_similarity": 0.8686736226081848,
        "ui_similarity": 0.8661571293737956
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    ],
    "query": {
      "episode_id": "b4a1c96a9fef45f5b4990e86b0303881",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7737734317779541,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8686736226081848,
    "avg_ui_similarity": 0.8661571293737956
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "7d16612f455f447fa9dacf258234153f",
          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6883323192596436,
        "action_similarity": 0.8589946031570435,
        "ui_similarity": 0.935701755451765
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    ],
    "query": {
      "episode_id": "6e68d8dad7b242298a4e0affb941658a",
      "goal": "Open Novelship. Search \"Dior\". Filter products to accessories. Sort by latest. Select the second item. Make offer.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6883323192596436,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8589946031570435,
    "avg_ui_similarity": 0.935701755451765
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "3f75804c98f945c39d7cf12a4a754eaa",
          "goal": "Open Novelship. Browse \"Trending Deals\". Select the third item. Check its detailed information and add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8540656566619873,
        "action_similarity": 0.8192088603973389,
        "ui_similarity": 0.9417593448495845
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    ],
    "query": {
      "episode_id": "96876a03cc9542868a1a01ffbedb7812",
      "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8540656566619873,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8192088603973389,
    "avg_ui_similarity": 0.9417593448495845
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "6ec9c033be644fbf9fb1ca70ded9658c",
          "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.925254225730896,
        "action_similarity": 0.9190495610237122,
        "ui_similarity": 0.9829279399293729
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    ],
    "query": {
      "episode_id": "10ee6067e2ec45fc8e8f848dd7864917",
      "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.925254225730896,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9190495610237122,
    "avg_ui_similarity": 0.9829279399293729
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "d85e1be4c43d48d9872adbe730d65ec7",
          "goal": "Open Novelship. Search \"Nike\". Filter for size \"9\" and sort by popularity. Select the first item. Add to the cart.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8468905687332153,
        "action_similarity": 0.9175149202346802,
        "ui_similarity": 0.9853076156314395
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    ],
    "query": {
      "episode_id": "37186f85a7c0493a93722da80cceeecd",
      "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8468905687332153,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9175149202346802,
    "avg_ui_similarity": 0.9853076156314395
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  {
    "app": "novelship",
    "support": [
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        "episode": {
          "episode_id": "d09dfb1d96a346c4aa3cf17ca4aaa700",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9904073476791382,
        "action_similarity": 0.9600632786750793,
        "ui_similarity": 0.8910894182883244
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    ],
    "query": {
      "episode_id": "d60b2456d9ec430ba3703a53b4f1f1d8",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9904073476791382,
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    "split": "train",
    "avg_action_similarity": 0.9600632786750793,
    "avg_ui_similarity": 0.8910894182883244
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "3f75804c98f945c39d7cf12a4a754eaa",
          "goal": "Open Novelship. Browse \"Trending Deals\". Select the third item. Check its detailed information and add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7360900044441223,
        "action_similarity": 0.7500464916229248,
        "ui_similarity": 0.8809724424057981
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    ],
    "query": {
      "episode_id": "c694583acb154134b6451c742687a29e",
      "goal": "Open Novelship. Go to \"Trending Deals\". Select the first item. See if it\"s available in size \"M\". Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7360900044441223,
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    "split": "train",
    "avg_action_similarity": 0.7500464916229248,
    "avg_ui_similarity": 0.8809724424057981
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "5129b04d42c3425ebd950a957fea15ad",
          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9945811033248901,
        "action_similarity": 0.8813093304634094,
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    ],
    "query": {
      "episode_id": "795ef29e652c4fb794e05ae91254b1ba",
      "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9945811033248901,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8813093304634094,
    "avg_ui_similarity": 0.9201545610759485
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  {
    "app": "novelship",
    "support": [
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        "episode": {
          "episode_id": "e89ae775fe5744178eac54bd0a7dd47b",
          "goal": "Open Novelship. Search \"ADIDAS\". Filter products to apparel and size to \"M\". Sort by highest price. Select the first item. Add it to wishlist with size \"M\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9621096849441528,
        "action_similarity": 0.9013554453849792,
        "ui_similarity": 0.9954065380275781
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    ],
    "query": {
      "episode_id": "d05dcf3e6e1842e6a33cfd3a2604ec57",
      "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"M\". Sort by most relevant. Select the second item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9621096849441528,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9013554453849792,
    "avg_ui_similarity": 0.9954065380275781
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "d60b2456d9ec430ba3703a53b4f1f1d8",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.990407407283783,
        "action_similarity": 0.9600632786750793,
        "ui_similarity": 0.8910894182883244
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    ],
    "query": {
      "episode_id": "d09dfb1d96a346c4aa3cf17ca4aaa700",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.990407407283783,
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    "split": "train",
    "avg_action_similarity": 0.9600632786750793,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.738408088684082,
        "action_similarity": 0.6791852712631226,
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    ],
    "query": {
      "episode_id": "64e413c034a54f639f49adcc0eb78104",
      "goal": "Open Novelship. Browse \"Exclusive Brands\". Find \"BAPE\" and select a random item. Check its details and price. Add it to wishlist with size \"L\"",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.738408088684082,
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    "split": "train",
    "avg_action_similarity": 0.6791852712631226,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "5129b04d42c3425ebd950a957fea15ad",
          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9890742301940918,
        "action_similarity": 0.8758713006973267,
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    ],
    "query": {
      "episode_id": "7d4cae1ba7d34af499c87f63d19369cf",
      "goal": "Open Novelship. Go to settings. Turn off \"Push notifications\" for important updates and releases. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9890742301940918,
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    "split": "train",
    "avg_action_similarity": 0.8758713006973267,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Popular Brands\". Select the second brand. Check its products and go back to the home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7565422058105469,
        "action_similarity": 0.7726656198501587,
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    ],
    "query": {
      "episode_id": "823d7aede60a4fe8a1f55f11b59ce872",
      "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7565422058105469,
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    "split": "train",
    "avg_action_similarity": 0.7726656198501587,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7222034335136414,
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    ],
    "query": {
      "episode_id": "1a73fd8aec17469382aa4739db9edbb3",
      "goal": "Open Novelship. Browse \"Recommended for You\". Select the fifth item. Check its color options then add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7222034335136414,
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    "split": "train",
    "avg_action_similarity": 0.7306917309761047,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "467692ffb9ac4dc0a49aae5e1c6a31e4",
          "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7060700058937073,
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    ],
    "query": {
      "episode_id": "b59cf413c1204229a0e34683806ad67d",
      "goal": "Open Novelship. Browse \"Release Calendar\". Select the first item. Check its detailed info and add it to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7060700058937073,
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    "split": "train",
    "avg_action_similarity": 0.9219779372215271,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8110464215278625,
        "action_similarity": 0.9466280937194824,
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    ],
    "query": {
      "episode_id": "1806a5aa3fc94e4e886c3cef729f1c75",
      "goal": "Open Novelship. Search \"Off-White\". Filter products to sneakers and size to 7. Sort by newest. Select the fifth item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8110464215278625,
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    "split": "train",
    "avg_action_similarity": 0.9466280937194824,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "5129b04d42c3425ebd950a957fea15ad",
          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9894490838050842,
        "action_similarity": 0.854404628276825,
        "ui_similarity": 0.8962189276288896
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    ],
    "query": {
      "episode_id": "19f87a7852434796bf21a35f73c089c5",
      "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9894490838050842,
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    "avg_action_similarity": 0.854404628276825,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8118332028388977,
        "action_similarity": 0.8783507347106934,
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    ],
    "query": {
      "episode_id": "32c9f1502e19471394fac0f16d0593b5",
      "goal": "Open Novelship. Search \"Air Jordan\". Filter products to sneakers and sort by popularity. Add the second item to wishlist. Check if it is verified by Novelship",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8118332028388977,
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    "split": "train",
    "avg_action_similarity": 0.8783507347106934,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.925254225730896,
        "action_similarity": 0.9190495610237122,
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    ],
    "query": {
      "episode_id": "6ec9c033be644fbf9fb1ca70ded9658c",
      "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.925254225730896,
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    "split": "train",
    "avg_action_similarity": 0.9190495610237122,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "df5d18e9c3ee48459b60a236a64964c3",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7812789082527161,
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    ],
    "query": {
      "episode_id": "643d6248962546c7a1ab66ffa0a90445",
      "goal": "Open Novelship. Search \"Levi\"s\". Filter products to long pants and size to \"XL\". Sort by popularity. Select the first item. Add it to cart.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7812789082527161,
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    "split": "train",
    "avg_action_similarity": 0.7814695239067078,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8167606592178345,
        "action_similarity": 0.7801945209503174,
        "ui_similarity": 0.9716308771341204
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    ],
    "query": {
      "episode_id": "9bdda271fe6c41ccb2be92447494cd75",
      "goal": "Open Novelship. Browse \"Lookbook\". Select the most recent one post. Go to the product it posted.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8167606592178345,
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    "split": "train",
    "avg_action_similarity": 0.7801945209503174,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "96876a03cc9542868a1a01ffbedb7812",
          "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6580609083175659,
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    ],
    "query": {
      "episode_id": "1766fab805c14ba1ad9bc711a3042e8e",
      "goal": "Open Novelship. Browse \"Under Retail\". Select the first item. Check if it is verified by Novelship and if promotion is available.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6580609083175659,
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    "split": "train",
    "avg_action_similarity": 0.7403812408447266,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Recommended for You\". Select the fifth item. Check its color options then add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7222033739089966,
        "action_similarity": 0.7306917309761047,
        "ui_similarity": 0.9525637735224443
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    ],
    "query": {
      "episode_id": "972dbc5000a34ce095f874b45f672c3d",
      "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7222033739089966,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7306917309761047,
    "avg_ui_similarity": 0.9525637735224443
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6991171836853027,
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    ],
    "query": {
      "episode_id": "f7bf03ebdb3147df8aa71d8692d97806",
      "goal": "Open Novelship. Search \"Tommy Hilfiger\". Filter products to collectibles. Sort by newest. Select the first item and check if it is verified by Novelship",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6991171836853027,
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    "split": "train",
    "avg_action_similarity": 0.771153450012207,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8468905687332153,
        "action_similarity": 0.9175149202346802,
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    ],
    "query": {
      "episode_id": "d85e1be4c43d48d9872adbe730d65ec7",
      "goal": "Open Novelship. Search \"Nike\". Filter for size \"9\" and sort by popularity. Select the first item. Add to the cart.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8468905687332153,
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    "split": "train",
    "avg_action_similarity": 0.9175149202346802,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "19f87a7852434796bf21a35f73c089c5",
          "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8955916166305542,
        "action_similarity": 0.9592404365539551,
        "ui_similarity": 0.9894940305067156
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    ],
    "query": {
      "episode_id": "0308f3fde0d7432781c0c55d454308f8",
      "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for new arrivals. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8955916166305542,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9592404365539551,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6626349687576294,
        "action_similarity": 0.7769738435745239,
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    ],
    "query": {
      "episode_id": "eb7e78a2ee7c4607a60d8befab980661",
      "goal": "Open Novelship. Search \"Louis Vuitton\". Filter products to collectibles. Sort by highest price. Select the first item and check if it is verified by Novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6626349687576294,
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    "split": "train",
    "avg_action_similarity": 0.7769738435745239,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Versace\". Filter products to apparel and Women\"s. Sort by highest price. Select the third item. Add it to cart",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8065706491470337,
        "action_similarity": 0.859976053237915,
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    ],
    "query": {
      "episode_id": "f3425cf72c914455ae59e0c402b15022",
      "goal": "Open Novelship. Search \"Burberry\". Filter products to apparel and Women. Sort by highest price. Select the third item. Add it to cart.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8065706491470337,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.859976053237915,
    "avg_ui_similarity": 0.9816352273362542
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "98092a04e8224235a3b305d06fa366f8",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"M\". Sort by highest price. Select the third item and add it to cart with preferred payment method",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7833914160728455,
        "action_similarity": 0.7462173700332642,
        "ui_similarity": 0.9771515190997673
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    ],
    "query": {
      "episode_id": "df5d18e9c3ee48459b60a236a64964c3",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7833914160728455,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7462173700332642,
    "avg_ui_similarity": 0.9771515190997673
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "33dac573d84747afa5e096c7eeaca539",
          "goal": "Open Novelship. Browse \"New Lowest List\". Select the second item. Check its detailed information.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7989040613174438,
        "action_similarity": 0.8674852252006531,
        "ui_similarity": 0.9809501276879001
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    ],
    "query": {
      "episode_id": "467692ffb9ac4dc0a49aae5e1c6a31e4",
      "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7989040613174438,
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    "avg_action_similarity": 0.8674852252006531,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8711143732070923,
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    "query": {
      "episode_id": "9a917129b0814a1d91fdd02463e77762",
      "goal": "Open Novelship. Search \"Puma\". Filter products to sneakers and size to 10. Sort by popularity. Select the first item and add it to wishlist with size 10.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_similarity": 0.8711143732070923,
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    "avg_action_similarity": 0.8904543519020081,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8340407013893127,
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    "query": {
      "episode_id": "7908914c7a364efc96ce49ba12150801",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Puma\". Filter products to sneakers and size to 10. Sort by popularity. Select the first item and add it to wishlist with size 10.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8711143732070923,
        "action_similarity": 0.8904543519020081,
        "ui_similarity": 0.9793437114117621
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    ],
    "query": {
      "episode_id": "8acde2bea0964423aedda2616955172e",
      "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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    ],
    "query": {
      "episode_id": "c53eb62dd7914c7799e2595620d5412e",
      "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7737734317779541,
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    "split": "train",
    "avg_action_similarity": 0.8686736226081848,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and Men\"s. Sort by lowest price. Select the second item. Add it to the wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8783763647079468,
        "action_similarity": 0.8724274635314941,
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    "query": {
      "episode_id": "655f0f34ed964901be2eeeefa5b6f27e",
      "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8783763647079468,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8724274635314941,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Air Jordan 1\". Filter for size type \"MEN\" and sort by release date. Select the third item. Add to cart, choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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    "query": {
      "episode_id": "ccf6645c45824c6dac0ffe11cd79fd70",
      "goal": "Open Novelship. Search \"Nike dunk\". Filter for men size and sort by release date. Select the first item. Add to cart, choose installment payments if available.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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    "query": {
      "episode_id": "5cca3a6207104a57aa6f3973cda88b17",
      "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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    "query": {
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      "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8783763647079468,
        "action_similarity": 0.8724274635314941,
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    "query": {
      "episode_id": "4e6970557b254be8ba24205f634c03d5",
      "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and Men\"s. Sort by lowest price. Select the second item. Add it to the wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8783763647079468,
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    "split": "train",
    "avg_action_similarity": 0.8724274635314941,
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9109575748443604,
        "action_similarity": 0.9146625995635986,
        "ui_similarity": 0.8444474204514839
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    ],
    "query": {
      "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "split": "train",
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  {
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        "episode": {
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          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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    "query": {
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      "goal": "Open Novelship. Search \"Vans\". Filter products to apparel and size to \"S\". Sort by latest. Select the fourth item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.807655394077301,
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    "split": "train",
    "avg_action_similarity": 0.8878445029258728,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Read the second news to explore the culture, and return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8703320026397705,
        "action_similarity": 0.9038925766944885,
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    "query": {
      "episode_id": "53cc23e9f1c0492c900cf960c4a4a9a7",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the fifth news. Read the article, learn more about the culture and return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8703320026397705,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9038925766944885,
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the fifth news. Read the article, learn more about the culture and return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8703320026397705,
        "action_similarity": 0.9038925766944885,
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    "query": {
      "episode_id": "e259a091a6c449b78a81135483327c93",
      "goal": "Open Novelship. Go to \"Novelship News\". Read the second news to explore the culture, and return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8703320026397705,
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    "split": "train",
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.835124135017395,
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    "query": {
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      "goal": "Open Novelship. Search \"Converse\". Filter products to sneakers and size to 8. Sort by latest. Select the first item. Add it to wishlist with size 8.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.835124135017395,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8691900968551636,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Popular Brands\". Choose the first brand. Check its fifth product in the recommendation list.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8539524674415588,
        "action_similarity": 0.7794809937477112,
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    "query": {
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      "goal": "Open Novelship. Browse \"Popular Brands\". Select the second brand. Check its products and go back to the home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8539524674415588,
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    "split": "train",
    "avg_action_similarity": 0.7794809937477112,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9912171363830566,
        "action_similarity": 0.8322028517723083,
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    "query": {
      "episode_id": "80b874b59091423eaca18cc74c2b20f5",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article and go back to the home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9912171363830566,
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    "avg_action_similarity": 0.8322028517723083,
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Dior\". Filter products to accessories. Sort by latest. Select the second item. Make offer.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6883324384689331,
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    ],
    "query": {
      "episode_id": "7d16612f455f447fa9dacf258234153f",
      "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6883324384689331,
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    "split": "train",
    "avg_action_similarity": 0.8589946031570435,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
          "episode_id": "795ef29e652c4fb794e05ae91254b1ba",
          "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9945811033248901,
        "action_similarity": 0.8813093304634094,
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    ],
    "query": {
      "episode_id": "5129b04d42c3425ebd950a957fea15ad",
      "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9945811033248901,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8813093304634094,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"M\". Sort by most relevant. Select the second item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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          "episode_id": "ae56d8c6625d43618288c9294b90c673",
          "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults and two children. Filter results with pool included. Check the third property\"s photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9909032583236694,
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    ],
    "query": {
      "episode_id": "4fec9d235cd24b52bbc95c8a3b76602a",
      "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults. Filter results with pool included. Check the third property\"s photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "31db5a3384ba4a4f902ce83b48f92252",
      "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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    "query": {
      "episode_id": "915af99965d340609f9ac6652045cf8a",
      "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
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      "domain": "Travel & Leisure",
      "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "similarity": 0.9978379011154175,
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    "query": {
      "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
      "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
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      "domain": "Travel & Leisure",
      "split": "train"
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    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8533147573471069,
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    "query": {
      "episode_id": "e2eb69c487984f4a9c5c165c755efade",
      "goal": "Open Hotels. Look for accommodation in Los Angeles from Mat 13 to May 19. Include two adults and two 10-year-old children in a single room. Search for hotels that include free parking and sort by star rating. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9999999403953552,
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    "query": {
      "episode_id": "40b76d79993d40d48f3fff5c75365867",
      "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
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      "domain": "Travel & Leisure",
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Sort the results by price from high to low. Select the third option. See all the guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Filter results by rating higher than 7. Sort the results by price from high to low. Select the third option. See the guest reviews.",
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      "domain": "Travel & Leisure",
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    "support": [
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          "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
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          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "13c4830a76bb4bdebd5a8be692821de8",
      "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "57ba99b016e24d1e959c31a58cbe5e1b",
      "goal": "Open Hotels. Search for a hotel in Barcelona, near Camp Nou from September 2 to September 8. Two Adults, Two children, Two rooms. Sort by price from low to high. Select the list view of all recommendations.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8583566546440125,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest guest rated property to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.992192268371582,
        "action_similarity": 0.937172532081604,
        "ui_similarity": 0.925762395747824
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    "query": {
      "episode_id": "3589d7a841e84989b11c9bebce60cbed",
      "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest rated property to the trip.",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9897458553314209,
        "action_similarity": 0.8900722861289978,
        "ui_similarity": 0.977586416454174
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    "query": {
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      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8455936908721924,
        "action_similarity": 0.9243729710578918,
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    "query": {
      "episode_id": "3d129f7d1e694f309d10b3f269bc6fcb",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London City Center, drop-off time at 8:00 PM May 15 at the LCY. Sort the results by distance. Select the first one. Check the car rental location.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.949367880821228,
        "action_similarity": 0.935897946357727,
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    ],
    "query": {
      "episode_id": "0c1206b9e36d433ea8036e869da26dcb",
      "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
    "avg_action_similarity": 0.935897946357727,
    "avg_ui_similarity": 0.9573009240953059
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    ],
    "query": {
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      "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price from high to low.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in London, near the London Eye from December 20 to December 26. Family-friendly required. Select the fourth recommendation. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8724836111068726,
        "action_similarity": 0.9404133558273315,
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    ],
    "query": {
      "episode_id": "10a6c2fac00f4941ab5d86f43e44a636",
      "goal": "Open Hotels. Find a hotel in London, near the London Eye from July 20 to July 26. What is the lowest price in the hotel?",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and a 14-year-old child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9883959293365479,
        "action_similarity": 0.9016375541687012,
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    ],
    "query": {
      "episode_id": "743bcbd930f84078b54081fe74e5b8b2",
      "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and one child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
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    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9016375541687012,
    "avg_ui_similarity": 0.9581204822844671
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5b7cb2d8d86344e4a32f30c1056d9407",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.762924075126648,
        "action_similarity": 0.9379079937934875,
        "ui_similarity": 0.9711660536116233
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    ],
    "query": {
      "episode_id": "3028c77243524638af11116ed6cbd05e",
      "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Elevator required. select the second  recommendation. What is the lowest price in the hotel?",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.762924075126648,
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    "split": "train",
    "avg_action_similarity": 0.9379079937934875,
    "avg_ui_similarity": 0.9711660536116233
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Honolulu from May 1 to May 5. One room with two adults. Filter results by rating higher than 4/5. Sort the results by distance from beach. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9510220289230347,
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    "query": {
      "episode_id": "5dbb045f4f8f4152bca6018f98bf48c3",
      "goal": "Open Hotels. Find a hotel in Honolulu from June 1 to June 5. One room with two adults. Filter results by rating higher than 8. Sort the results by distance from downtown. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.9510220289230347,
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    "avg_action_similarity": 0.9270190000534058,
    "avg_ui_similarity": 0.9004035824087359
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "747467a967274d839c3f9a89c3c80c17",
          "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9368938207626343,
        "action_similarity": 0.8950398564338684,
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    "query": {
      "episode_id": "e237d0563f4940e6afd25a9d7a83ba35",
      "goal": "Open Hotels. Find accommodation in Tokyo from October 20 to October 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price. Review all photos of the selected hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.9368938207626343,
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    "avg_action_similarity": 0.8950398564338684,
    "avg_ui_similarity": 0.9000391288444192
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.842241644859314,
        "action_similarity": 0.8950124979019165,
        "ui_similarity": 0.8682624662537235
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    "query": {
      "episode_id": "c07189b432384d3eaaf1bdb8bcdff8ef",
      "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.842241644859314,
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    "avg_action_similarity": 0.8950124979019165,
    "avg_ui_similarity": 0.8682624662537235
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9899920225143433,
        "action_similarity": 0.9364498853683472,
        "ui_similarity": 0.9411983251750448
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    ],
    "query": {
      "episode_id": "7a4eb805d071464d9448ca774c1544d1",
      "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9899920225143433,
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    "split": "train",
    "avg_action_similarity": 0.9364498853683472,
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "406a742177dc4fb594f87da6c9ba6627",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9964976906776428,
        "action_similarity": 0.8896564245223999,
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    ],
    "query": {
      "episode_id": "79ddbe2a414643328f25c525292d1797",
      "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9964976906776428,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8896564245223999,
    "avg_ui_similarity": 0.8708719272432285
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9803965091705322,
        "action_similarity": 0.8841699957847595,
        "ui_similarity": 0.8427000496394318
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    "query": {
      "episode_id": "68c886a90ea740219f63fab448de2345",
      "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from June 22 to June 27. Reserve two rooms for two adults each. Filter by distance from downtown and select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9803965091705322,
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    "split": "train",
    "avg_action_similarity": 0.8841699957847595,
    "avg_ui_similarity": 0.8427000496394318
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9995683431625366,
        "action_similarity": 0.9354548454284668,
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    "query": {
      "episode_id": "bc6cf5f234734fc7b2baa4ba923612d5",
      "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9995683431625366,
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    "split": "train",
    "avg_action_similarity": 0.9354548454284668,
    "avg_ui_similarity": 0.9244220596289623
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "859edcbd80d246b5a7e0a8b241783481",
          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price from high to low. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9916841983795166,
        "action_similarity": 0.9397661089897156,
        "ui_similarity": 0.9122684935591714
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    "query": {
      "episode_id": "fb9a0dec61a14703a049b0bac9027fee",
      "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9916841983795166,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9397661089897156,
    "avg_ui_similarity": 0.9122684935591714
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9672497510910034,
        "action_similarity": 0.8524976968765259,
        "ui_similarity": 0.8683461558267865
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    "query": {
      "episode_id": "6779979a56974c20bfee26934338bb5c",
      "goal": "Open Hotels. Search for car rental. Set the pick-up time to 2:00 PM July 9 at LAX, and drop-off time at 6:00 PM July 16 at SFO. Filter for SUV cars, total price between $200- $250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9672497510910034,
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    "split": "train",
    "avg_action_similarity": 0.8524976968765259,
    "avg_ui_similarity": 0.8683461558267865
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9933218955993652,
        "action_similarity": 0.9349251985549927,
        "ui_similarity": 0.9130220701356616
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    ],
    "query": {
      "episode_id": "3dc453cb0ca841808b8ffb31d4e73175",
      "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two children in a single room. Search for hotels that include free breakfast and sort by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9933218955993652,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9349251985549927,
    "avg_ui_similarity": 0.9130220701356616
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aff2ece6f45345be8316885a68468972",
          "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8400202989578247,
        "action_similarity": 0.8639360666275024,
        "ui_similarity": 0.9572048343091939
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    ],
    "query": {
      "episode_id": "3d30dd2d2e6b4ba7a6ec49c40b6ea32a",
      "goal": "Open Hotels. Find a hotel in Paris from December 1 to December 5. Family-friendly properties required. Select the third recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8400202989578247,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8639360666275024,
    "avg_ui_similarity": 0.9572048343091939
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "95f13e810cbc4bc29dc66e537e3efd58",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price less than 400$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9894673228263855,
        "action_similarity": 0.8875200748443604,
        "ui_similarity": 0.8343053666628778
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    ],
    "query": {
      "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9894673228263855,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8875200748443604,
    "avg_ui_similarity": 0.8343053666628778
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9978379011154175,
        "action_similarity": 0.9130823016166687,
        "ui_similarity": 0.9510454636201693
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    ],
    "query": {
      "episode_id": "4e7d599380e34d8bbbebbaf3b43409a2",
      "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9978379011154175,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9130823016166687,
    "avg_ui_similarity": 0.9510454636201693
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "588b4e5f3ffa4e3fb6b1fa679ea1b1c1",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with LGBTQ welcoming option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9090657234191895,
        "action_similarity": 0.9261137843132019,
        "ui_similarity": 0.975939986360486
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    ],
    "query": {
      "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
      "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9090657234191895,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9261137843132019,
    "avg_ui_similarity": 0.975939986360486
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "57cba43ed3e349ebbb3070bba66be3f7",
          "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Filter results by rating higher than 7. Sort the results by price from high to low. Select the third option. See the guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9884378910064697,
        "action_similarity": 0.951185405254364,
        "ui_similarity": 0.9861255982796795
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    ],
    "query": {
      "episode_id": "ae5e7755970340e5b7c167d8ba8398f9",
      "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Sort the results by price from high to low. Select the third option. See all the guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9884378910064697,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.951185405254364,
    "avg_ui_similarity": 0.9861255982796795
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fa241ef4220541ea944e939ce198ae25",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 23 at JFK, drop-off time at 10:00 AM June 28 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.849338710308075,
        "action_similarity": 0.8087543249130249,
        "ui_similarity": 0.8455560765577991
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    ],
    "query": {
      "episode_id": "501f22f4bde44944927905984ad35f9f",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.849338710308075,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8087543249130249,
    "avg_ui_similarity": 0.8455560765577991
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and a 10-year-old child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9910274147987366,
        "action_similarity": 0.8928722739219666,
        "ui_similarity": 0.9684286851429655
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    ],
    "query": {
      "episode_id": "5f548044b8c94bf3bbbe664d61f81bf1",
      "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9910274147987366,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8928722739219666,
    "avg_ui_similarity": 0.9684286851429655
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9809392094612122,
        "action_similarity": 0.9342702031135559,
        "ui_similarity": 0.9851443343703916
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    ],
    "query": {
      "episode_id": "091888c3a4df4028b04509616d5eb936",
      "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9809392094612122,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9342702031135559,
    "avg_ui_similarity": 0.9851443343703916
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9948113560676575,
        "action_similarity": 0.9155356287956238,
        "ui_similarity": 0.8868969369459816
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    ],
    "query": {
      "episode_id": "01c00b2ed514467193a1601698aa3088",
      "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.9948113560676575,
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    "avg_action_similarity": 0.9155356287956238,
    "avg_ui_similarity": 0.8868969369459816
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.989467203617096,
        "action_similarity": 0.8875200748443604,
        "ui_similarity": 0.8343053666628782
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    ],
    "query": {
      "episode_id": "95f13e810cbc4bc29dc66e537e3efd58",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price less than 400$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.989467203617096,
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    "avg_action_similarity": 0.8875200748443604,
    "avg_ui_similarity": 0.8343053666628782
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9509730339050293,
        "action_similarity": 0.8335721492767334,
        "ui_similarity": 0.9813767464509483
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    "query": {
      "episode_id": "e65cbb97bc6e4e90ad274d0f8bd028c6",
      "goal": "Open Hotels. Search for car rental. Set the pick-up time to 2:00 PM July 9 at LAX, and drop-off time at 6:00 PM July 16 at SFO. Filter for sport cars, total price less than 750$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.9509730339050293,
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    "avg_action_similarity": 0.8335721492767334,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 1.0000001192092896,
        "action_similarity": 0.9265036582946777,
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    "query": {
      "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
      "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9265036582946777,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9967522621154785,
        "action_similarity": 0.9231558442115784,
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    "query": {
      "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
      "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 1.0000001192092896,
        "action_similarity": 0.9265036582946777,
        "ui_similarity": 0.9251479401316204
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    ],
    "query": {
      "episode_id": "35cc4e40df6b473ba895d04869dd9fb3",
      "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9265036582946777,
    "avg_ui_similarity": 0.9251479401316204
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3ca770897c4c4533851e0c403eaf2341",
          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9203321933746338,
        "action_similarity": 0.9165168404579163,
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    "query": {
      "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
      "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9165168404579163,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9755762815475464,
        "action_similarity": 0.9501714706420898,
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    "query": {
      "episode_id": "cb003c3949a345c78feb7a300591a90a",
      "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9755762815475464,
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    "avg_action_similarity": 0.9501714706420898,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8758032917976379,
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    "query": {
      "episode_id": "f56c9c9f25c04e4bbcddc501d05aadd0",
      "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8758032917976379,
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    "avg_action_similarity": 0.8842586874961853,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9931052923202515,
        "action_similarity": 0.9006615877151489,
        "ui_similarity": 0.9624979910334298
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    "query": {
      "episode_id": "475a47bd1e544994a5acee2d39409a57",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9931052923202515,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.8770193457603455,
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    "query": {
      "episode_id": "3b08c8a0777548f0acc90047b41517e6",
      "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8171241879463196,
        "action_similarity": 0.8255161046981812,
        "ui_similarity": 0.8142152221700656
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    ],
    "query": {
      "episode_id": "975484978d3f466fb52efce5ac07f46b",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 4:00 AM June 22 at LAX, drop-off time at 11:30 PM June 25 at the same location as pick up. Filter the capacity 6 people. Sort the results by total price. Select the third one. Check the mileage policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
    "avg_action_similarity": 0.8255161046981812,
    "avg_ui_similarity": 0.8142152221700656
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "fb9a0dec61a14703a049b0bac9027fee",
          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9916841983795166,
        "action_similarity": 0.9397661089897156,
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    ],
    "query": {
      "episode_id": "859edcbd80d246b5a7e0a8b241783481",
      "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price from high to low. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
    "avg_action_similarity": 0.9397661089897156,
    "avg_ui_similarity": 0.9122684935591721
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aff2ece6f45345be8316885a68468972",
          "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8487129211425781,
        "action_similarity": 0.8772375583648682,
        "ui_similarity": 0.9609472782896881
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    ],
    "query": {
      "episode_id": "8f71308279164cfdb7a1e9fa7664585b",
      "goal": "Open Hotels. Create a trip named \"Summer Vacation\". Search for a Hotel in Paris from June 28 to July 5 with default settings. Add the second recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8487129211425781,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8772375583648682,
    "avg_ui_similarity": 0.9609472782896881
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9995683431625366,
        "action_similarity": 0.9354548454284668,
        "ui_similarity": 0.9244220596289626
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    ],
    "query": {
      "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
      "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
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    "avg_action_similarity": 0.9354548454284668,
    "avg_ui_similarity": 0.9244220596289626
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Honolulu from June 1 to June 5. One room with two adults. Filter results by rating higher than 8. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9510220289230347,
        "action_similarity": 0.9270190000534058,
        "ui_similarity": 0.900403582408736
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    ],
    "query": {
      "episode_id": "61e033121a8b47b08223e374b57dd560",
      "goal": "Open Hotels. Find a hotel in Honolulu from May 1 to May 5. One room with two adults. Filter results by rating higher than 4/5. Sort the results by distance from beach. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9510220289230347,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9270190000534058,
    "avg_ui_similarity": 0.900403582408736
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "473167223dad4811af5db2fff19b780a",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8525945544242859,
        "action_similarity": 0.9168895483016968,
        "ui_similarity": 0.8160067173811055
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    ],
    "query": {
      "episode_id": "4c1fae8392be434db28b85b61e5f1a2e",
      "goal": "Open Hotels. Find a rental car in New York City. Set the pick-up time at 10:00 AM on July 1, and drop-off time at 3:00 PM on July 5. Filter for luxury cars, total price between $750-1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8525945544242859,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9168895483016968,
    "avg_ui_similarity": 0.8160067173811055
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9859585762023926,
        "action_similarity": 0.9548993110656738,
        "ui_similarity": 0.980681399080592
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    ],
    "query": {
      "episode_id": "fe84f6b79fd346e3af008f151505fd29",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with WiFi included. Filter the results by guest rating. See all the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9859585762023926,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9548993110656738,
    "avg_ui_similarity": 0.980681399080592
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8745578527450562,
        "action_similarity": 0.8658295273780823,
        "ui_similarity": 0.9567634966601606
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    ],
    "query": {
      "episode_id": "aff2ece6f45345be8316885a68468972",
      "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
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    "target_shot": 1,
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    "avg_action_similarity": 0.8658295273780823,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9702801704406738,
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    "query": {
      "episode_id": "b9d2b0a89c9c4835b742790804a1df23",
      "goal": "Open Hotels. Look for a hotel room in Las Vegas from June 15 to June 20. Accommodate one adult. Filter the selection for hotels with a gym and air conditions. Sort by customer ratings and select the top-rated option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.92389315366745,
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "79ddbe2a414643328f25c525292d1797",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9964976906776428,
        "action_similarity": 0.8896564245223999,
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    "query": {
      "episode_id": "406a742177dc4fb594f87da6c9ba6627",
      "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8896564245223999,
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "47a6a23b545f4a39badfe80b758e88c2",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9988327026367188,
        "action_similarity": 0.9399794936180115,
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    ],
    "query": {
      "episode_id": "9cd67d27cb66419585ff577e9dd279ed",
      "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9399794936180115,
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "9cd67d27cb66419585ff577e9dd279ed",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.998832643032074,
        "action_similarity": 0.9399794936180115,
        "ui_similarity": 0.9039374342083712
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    ],
    "query": {
      "episode_id": "47a6a23b545f4a39badfe80b758e88c2",
      "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.998832643032074,
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    "avg_action_similarity": 0.9399794936180115,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "00096863626d41a29004f0259c6c817c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9945952892303467,
        "action_similarity": 0.9036435484886169,
        "ui_similarity": 0.8496656429951216
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    "query": {
      "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9945952892303467,
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    "avg_action_similarity": 0.9036435484886169,
    "avg_ui_similarity": 0.8496656429951216
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3589d7a841e84989b11c9bebce60cbed",
          "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest rated property to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9921923279762268,
        "action_similarity": 0.937172532081604,
        "ui_similarity": 0.9257623957478247
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    ],
    "query": {
      "episode_id": "9ba09252122449a381e6662bfc3b3c74",
      "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest guest rated property to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9921923279762268,
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    "split": "train",
    "avg_action_similarity": 0.937172532081604,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "94b1242fa10b4a1293c503f560b7fa8c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price less than 750$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9920072555541992,
        "action_similarity": 0.9383832812309265,
        "ui_similarity": 0.8301206722009513
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    "query": {
      "episode_id": "fc09995773954904bb11315a7bc2cabb",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9920072555541992,
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  {
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    "support": [
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        "episode": {
          "episode_id": "f56c9c9f25c04e4bbcddc501d05aadd0",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8722043633460999,
        "action_similarity": 0.9693738222122192,
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    ],
    "query": {
      "episode_id": "bf9cfcfd24064e97bf54bd079a9b8b81",
      "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8722043633460999,
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    "split": "train",
    "avg_action_similarity": 0.9693738222122192,
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "4fec9d235cd24b52bbc95c8a3b76602a",
          "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults. Filter results with pool included. Check the third property\"s photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9909032583236694,
        "action_similarity": 0.897045373916626,
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    ],
    "query": {
      "episode_id": "ae56d8c6625d43618288c9294b90c673",
      "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults and two children. Filter results with pool included. Check the third property\"s photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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    "avg_action_similarity": 0.897045373916626,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9999999403953552,
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        "ui_similarity": 0.9374657858744331
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    ],
    "query": {
      "episode_id": "48bb83948ca04ecd9eb7db90b963e4b7",
      "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9999999403953552,
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    "split": "train",
    "avg_action_similarity": 0.8965641856193542,
    "avg_ui_similarity": 0.9374657858744331
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9931052923202515,
        "action_similarity": 0.9006615877151489,
        "ui_similarity": 0.9624979910334305
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    ],
    "query": {
      "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9931052923202515,
    "target_shot": 1,
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    "avg_action_similarity": 0.9006615877151489,
    "avg_ui_similarity": 0.9624979910334305
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9998700022697449,
        "action_similarity": 0.9273504018783569,
        "ui_similarity": 0.9880576246364452
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    ],
    "query": {
      "episode_id": "a64e7f94bed74ab29052c154ea65f7f1",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM June 20 at Times Square, drop-off time at 10:00 PM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9998700022697449,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9273504018783569,
    "avg_ui_similarity": 0.9880576246364452
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to downtown and select the closest option. Verify the hotel\"s cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9829525947570801,
        "action_similarity": 0.9375002384185791,
        "ui_similarity": 0.949304928368635
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    ],
    "query": {
      "episode_id": "ddf5458c24e943b388de3f92174d01d5",
      "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9829525947570801,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9375002384185791,
    "avg_ui_similarity": 0.949304928368635
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9990679621696472,
        "action_similarity": 0.9209508299827576,
        "ui_similarity": 0.8578387306910438
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    ],
    "query": {
      "episode_id": "aef8f561c709402185aaf3c13adfe774",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9990679621696472,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9209508299827576,
    "avg_ui_similarity": 0.8578387306910438
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4362fac879c843369e0aee7899e4537e",
          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\".",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9907912015914917,
        "action_similarity": 0.9358433485031128,
        "ui_similarity": 0.9760121122447755
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    ],
    "query": {
      "episode_id": "8620ddd724f949e992e36a2b9ffe57c8",
      "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9907912015914917,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9358433485031128,
    "avg_ui_similarity": 0.9760121122447755
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "9319fae96c3f4204add74cf3b84c0d8a",
          "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM June 15 at CDG, drop-off time at 7:00 AM June 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9981358647346497,
        "action_similarity": 0.8000888824462891,
        "ui_similarity": 0.8393542793101193
      }
    ],
    "query": {
      "episode_id": "3366d97cae204693818dc931e2eb680b",
      "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM May 15 at CDG, drop-off time at 7:00 PM May 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9981358647346497,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8000888824462891,
    "avg_ui_similarity": 0.8393542793101193
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "2ae46b97d0c841b8a8fb717c8dd9b432",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of top three choices.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.998523473739624,
        "action_similarity": 0.922492265701294,
        "ui_similarity": 0.9732051847161777
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    ],
    "query": {
      "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
      "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.998523473739624,
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    "avg_action_similarity": 0.922492265701294,
    "avg_ui_similarity": 0.9732051847161777
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ff558e1d7d2e481c9fc526a029a7688b",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9742394685745239,
        "action_similarity": 0.9429031014442444,
        "ui_similarity": 0.9591172483773592
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    ],
    "query": {
      "episode_id": "4f20bf4b0b3246c8b7e88f22975c0587",
      "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9742394685745239,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9429031014442444,
    "avg_ui_similarity": 0.9591172483773592
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "b9d2b0a89c9c4835b742790804a1df23",
          "goal": "Open Hotels. Look for a hotel room in Las Vegas from June 15 to June 20. Accommodate one adult. Filter the selection for hotels with a gym and air conditions. Sort by customer ratings and select the top-rated option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9702801704406738,
        "action_similarity": 0.92389315366745,
        "ui_similarity": 0.8950446178663405
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    ],
    "query": {
      "episode_id": "05a16a001f9642009407c0b2bbecefb3",
      "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9702801704406738,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.92389315366745,
    "avg_ui_similarity": 0.8950446178663405
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "04b0910aa8fd405981f3b91104c5efe3",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9353552460670471,
        "ui_similarity": 0.8467075845309414
      }
    ],
    "query": {
      "episode_id": "c8115fdb8f4b42a599b1134a2b51bb55",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 1.0,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9353552460670471,
    "avg_ui_similarity": 0.8467075845309414
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "68c886a90ea740219f63fab448de2345",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from June 22 to June 27. Reserve two rooms for two adults each. Filter by distance from downtown and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9803963899612427,
        "action_similarity": 0.8841699957847595,
        "ui_similarity": 0.8427000496394319
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    ],
    "query": {
      "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
      "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9803963899612427,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8841699957847595,
    "avg_ui_similarity": 0.8427000496394319
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "10a6c2fac00f4941ab5d86f43e44a636",
          "goal": "Open Hotels. Find a hotel in London, near the London Eye from July 20 to July 26. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8724836111068726,
        "action_similarity": 0.9404133558273315,
        "ui_similarity": 0.9575314993849079
      }
    ],
    "query": {
      "episode_id": "e555ac02739847678c27f3452a6be443",
      "goal": "Open Hotels. Find a hotel in London, near the London Eye from December 20 to December 26. Family-friendly required. Select the fourth recommendation. What is the lowest price in the hotel?",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8724836111068726,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9404133558273315,
    "avg_ui_similarity": 0.9575314993849079
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9656320214271545,
        "action_similarity": 0.9121807813644409,
        "ui_similarity": 0.9383956774410891
      }
    ],
    "query": {
      "episode_id": "9854970e17a5455996833403ee97467b",
      "goal": "Open Hotels. Search for a hotel in Rome from August 5 to August 10. Accommodate one adult in one room. Identify hotels with gyms and filter by star rating. Select the second recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9656320214271545,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9121807813644409,
    "avg_ui_similarity": 0.9383956774410891
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9038465023040771,
        "action_similarity": 0.840133011341095,
        "ui_similarity": 0.9661885833649886
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    ],
    "query": {
      "episode_id": "f57104635b5441558258ed84defb9d5e",
      "goal": "Open Hotels. Search for eligible hotels in Los Angeles, Hollywood from May 20 to May 22. Two Adults, One child, One room. Sort by price from high to low. Select the first hotel. Check its Fees & policy and price details.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9038465023040771,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.840133011341095,
    "avg_ui_similarity": 0.9661885833649886
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "7341a978587f4908b26482861e480bc1",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM May 29 at JFK, drop-off time at 11:00 AM June 2 at Central Park South. Filter Car type to economy, total price less than 300$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9787992835044861,
        "action_similarity": 0.8521020412445068,
        "ui_similarity": 0.8626311093600639
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    ],
    "query": {
      "episode_id": "473167223dad4811af5db2fff19b780a",
      "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9787992835044861,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8521020412445068,
    "avg_ui_similarity": 0.8626311093600639
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4e7d599380e34d8bbbebbaf3b43409a2",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8841378688812256,
        "action_similarity": 0.9158613085746765,
        "ui_similarity": 0.96879111411147
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    ],
    "query": {
      "episode_id": "8163d8d57c2946b2a6366ed34088a762",
      "goal": "Open Hotels. Find a hotel in Rome from August 20 to August 30. Two adults one 5-year-old child in one room. Find Hyatt and filter results with free parking.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8841378688812256,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9158613085746765,
    "avg_ui_similarity": 0.96879111411147
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "40b76d79993d40d48f3fff5c75365867",
          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9999999403953552,
        "action_similarity": 0.9461367726325989,
        "ui_similarity": 0.970065722801077
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    ],
    "query": {
      "episode_id": "d8e02f550b024625ab0059e317629353",
      "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9999999403953552,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9461367726325989,
    "avg_ui_similarity": 0.970065722801077
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9090657234191895,
        "action_similarity": 0.9261137843132019,
        "ui_similarity": 0.9759399863604854
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    ],
    "query": {
      "episode_id": "588b4e5f3ffa4e3fb6b1fa679ea1b1c1",
      "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with LGBTQ welcoming option. Add the top recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9090657234191895,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9261137843132019,
    "avg_ui_similarity": 0.9759399863604854
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3dc453cb0ca841808b8ffb31d4e73175",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two children in a single room. Search for hotels that include free breakfast and sort by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9933218955993652,
        "action_similarity": 0.9349251985549927,
        "ui_similarity": 0.9130220701356614
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    ],
    "query": {
      "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
      "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9933218955993652,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9349251985549927,
    "avg_ui_similarity": 0.9130220701356614
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.829219400882721,
        "action_similarity": 0.9305869340896606,
        "ui_similarity": 0.8813271401818773
      }
    ],
    "query": {
      "episode_id": "7744857fd0e14deabaac1efd38e59d5b",
      "goal": "Open Hotels. Choose Sydney and select dates from November 6 to November 10. Two adults, one room. Add the deal from the second recommendation to the cart.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.829219400882721,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9305869340896606,
    "avg_ui_similarity": 0.8813271401818773
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.818642258644104,
        "action_similarity": 0.9006613492965698,
        "ui_similarity": 0.9439842137329153
      }
    ],
    "query": {
      "episode_id": "8c01a1f0599d47c694a83c69fad81e6c",
      "goal": "Open Hotels. Find a hotel in Rome, near Colosseum from August 31 to September 5. Three Adults, Two rooms. Sort by distance from low to high. Select the first hotel and check its price.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.818642258644104,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9006613492965698,
    "avg_ui_similarity": 0.9439842137329153
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.905490517616272,
        "action_similarity": 0.8976670503616333,
        "ui_similarity": 0.9027270141266783
      }
    ],
    "query": {
      "episode_id": "3b4aad360097480a95ddee905ff276e1",
      "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.905490517616272,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8976670503616333,
    "avg_ui_similarity": 0.9027270141266783
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9967522621154785,
        "action_similarity": 0.9231558442115784,
        "ui_similarity": 0.972387442617455
      }
    ],
    "query": {
      "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
      "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9967522621154785,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9231558442115784,
    "avg_ui_similarity": 0.972387442617455
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9945952892303467,
        "action_similarity": 0.9036435484886169,
        "ui_similarity": 0.8496656429951216
      }
    ],
    "query": {
      "episode_id": "00096863626d41a29004f0259c6c817c",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9945952892303467,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9036435484886169,
    "avg_ui_similarity": 0.8496656429951216
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8674e38de58943a8a13ce4a241030838",
          "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two 5-year-old children in one room. Search for hotels that include free wifi and sort by proximity to downtown. Check a hotel\"s fisrt room option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9615126848220825,
        "action_similarity": 0.9252055883407593,
        "ui_similarity": 0.9271330181516273
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    ],
    "query": {
      "episode_id": "be72c9f8ab644d6b928a7dce187cb50d",
      "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two children in one room. Search for hotels that include free wifi and sort by proximity to the city center.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9615126848220825,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9252055883407593,
    "avg_ui_similarity": 0.9271330181516273
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c8115fdb8f4b42a599b1134a2b51bb55",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9353552460670471,
        "ui_similarity": 0.8467075845309415
      }
    ],
    "query": {
      "episode_id": "04b0910aa8fd405981f3b91104c5efe3",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 1.0,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9353552460670471,
    "avg_ui_similarity": 0.8467075845309415
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "b65dc236984743309e5b96e226bade2b",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price from high to low.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9986038208007812,
        "action_similarity": 0.9605408906936646,
        "ui_similarity": 0.8956001980302616
      }
    ],
    "query": {
      "episode_id": "1e0aedca2a244b148ac63124db9d1096",
      "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9986038208007812,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9605408906936646,
    "avg_ui_similarity": 0.8956001980302616
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d39acbf13c414a7599c8302394d04fdf",
          "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from May 10 to May 15. One Adult, One room. Filter is breakfast included.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9414244890213013,
        "action_similarity": 0.9332709908485413,
        "ui_similarity": 0.9277359139509138
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    ],
    "query": {
      "episode_id": "4db2cd8ba05646f08f52a0647002cdd3",
      "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from September 10 to September 15. One Adult, One room. Filters are free wifi + breakfast included. Check its location.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9414244890213013,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9332709908485413,
    "avg_ui_similarity": 0.9277359139509138
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fc09995773954904bb11315a7bc2cabb",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9920072555541992,
        "action_similarity": 0.9383832812309265,
        "ui_similarity": 0.8301206722009512
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    ],
    "query": {
      "episode_id": "94b1242fa10b4a1293c503f560b7fa8c",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price less than 750$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9920072555541992,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9383832812309265,
    "avg_ui_similarity": 0.8301206722009512
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c60920502b4f4198b25426ded4534619",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 12:00 PM June 6 at LAX, and drop-off time at 4:00 PM June 13 at SFO. Filter for luxury cars, total price between $200-300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9781327247619629,
        "action_similarity": 0.8180290460586548,
        "ui_similarity": 0.8064849005889254
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    ],
    "query": {
      "episode_id": "106a1b1157e54ed19b86e0816fb9fe8f",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9781327247619629,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8180290460586548,
    "avg_ui_similarity": 0.8064849005889254
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fe84f6b79fd346e3af008f151505fd29",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with WiFi included. Filter the results by guest rating. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9859585762023926,
        "action_similarity": 0.9548993110656738,
        "ui_similarity": 0.9806813990805925
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    ],
    "query": {
      "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9859585762023926,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9548993110656738,
    "avg_ui_similarity": 0.9806813990805925
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "32b12cf512444b818ea19fa81e968bef",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8776043653488159,
        "ui_similarity": 0.8707706003861124
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    ],
    "query": {
      "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
      "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8498852252960205,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8776043653488159,
    "avg_ui_similarity": 0.8707706003861124
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "79ddbe2a414643328f25c525292d1797",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8306149244308472,
        "action_similarity": 0.8475277423858643,
        "ui_similarity": 0.8500725579744827
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    ],
    "query": {
      "episode_id": "6ffbccc9f0334376947a79622093d0f8",
      "goal": "Open Hotels. Create a trip named \"Business Travel\". Look for a Hotel in Berlin from July 30 to August 3 and choose one with free cancellation. Add the highest rated property to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8306149244308472,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8475277423858643,
    "avg_ui_similarity": 0.8500725579744827
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4f20bf4b0b3246c8b7e88f22975c0587",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9742394685745239,
        "action_similarity": 0.9429031014442444,
        "ui_similarity": 0.959117248377359
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    ],
    "query": {
      "episode_id": "ff558e1d7d2e481c9fc526a029a7688b",
      "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9742394685745239,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9429031014442444,
    "avg_ui_similarity": 0.959117248377359
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9503433704376221,
        "action_similarity": 0.9165061712265015,
        "ui_similarity": 0.8055602403778247
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    ],
    "query": {
      "episode_id": "8451f7f71c1a411ebdcc0420ab474df5",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9503433704376221,
    "target_shot": 1,
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    "avg_action_similarity": 0.9165061712265015,
    "avg_ui_similarity": 0.8055602403778247
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "284f673c378c4477a1e1f15f07d6802a",
          "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9455255270004272,
        "ui_similarity": 0.9657001825919674
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    ],
    "query": {
      "episode_id": "73b310c75d424b6c90b9e6ace55c19d9",
      "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 1.0,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9455255270004272,
    "avg_ui_similarity": 0.9657001825919674
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "64bfd4c67fd441149900ea3f308b0924",
          "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and three children in two rooms. Search for hotels offering free parking and sort by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9912086725234985,
        "action_similarity": 0.8665944337844849,
        "ui_similarity": 0.9794166119215093
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    ],
    "query": {
      "episode_id": "f790949384194e268dbf12457563aef7",
      "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and two 7-year-old children in two rooms. Search for hotels offering free parking and sort by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9912086725234985,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8665944337844849,
    "avg_ui_similarity": 0.9794166119215093
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3ca770897c4c4533851e0c403eaf2341",
          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9272668957710266,
        "action_similarity": 0.939948320388794,
        "ui_similarity": 0.9027376596941061
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    ],
    "query": {
      "episode_id": "2bb14f5cc09649c8940e1bb73a958e74",
      "goal": "Open Hotels. Find a hotel in Rome  from June 15 to June 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by guest rating. Select the first option. Check its cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9272668957710266,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.939948320388794,
    "avg_ui_similarity": 0.9027376596941061
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ddf5458c24e943b388de3f92174d01d5",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9829525947570801,
        "action_similarity": 0.9375002384185791,
        "ui_similarity": 0.9493049283686353
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    ],
    "query": {
      "episode_id": "b21fdab98b4d429b874b374526bf04d3",
      "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to downtown and select the closest option. Verify the hotel\"s cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9829525947570801,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9375002384185791,
    "avg_ui_similarity": 0.9493049283686353
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3d129f7d1e694f309d10b3f269bc6fcb",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London City Center, drop-off time at 8:00 PM May 15 at the LCY. Sort the results by distance. Select the first one. Check the car rental location.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8455936908721924,
        "action_similarity": 0.9243729710578918,
        "ui_similarity": 0.9750854633515572
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    ],
    "query": {
      "episode_id": "8690dcdc88a14296befc7fa4d8ac8626",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8455936908721924,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9243729710578918,
    "avg_ui_similarity": 0.9750854633515572
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.849338710308075,
        "action_similarity": 0.8087543249130249,
        "ui_similarity": 0.8455560765577985
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    ],
    "query": {
      "episode_id": "fa241ef4220541ea944e939ce198ae25",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 23 at JFK, drop-off time at 10:00 AM June 28 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.849338710308075,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8087543249130249,
    "avg_ui_similarity": 0.8455560765577985
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ff558e1d7d2e481c9fc526a029a7688b",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.945755124092102,
        "action_similarity": 0.9685806035995483,
        "ui_similarity": 0.9886278004761031
      }
    ],
    "query": {
      "episode_id": "5b7cb2d8d86344e4a32f30c1056d9407",
      "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.945755124092102,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9685806035995483,
    "avg_ui_similarity": 0.9886278004761031
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d84bc7a0be564d439f75727a1fe4a6ac",
          "goal": "Open Hotels. Create a trip named \"Rome Holiday\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the second recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9407354593276978,
        "action_similarity": 0.9310528039932251,
        "ui_similarity": 0.9320557292902949
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    ],
    "query": {
      "episode_id": "dd3564d84ff8499d9fa1710e56390afb",
      "goal": "Open Hotels. Create a trip named \"Roma\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the third recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9407354593276978,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9310528039932251,
    "avg_ui_similarity": 0.9320557292902949
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "106a1b1157e54ed19b86e0816fb9fe8f",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9259020090103149,
        "action_similarity": 0.8301060199737549,
        "ui_similarity": 0.9193531003340752
      }
    ],
    "query": {
      "episode_id": "d15425a7deaf47179b4a95c0316ef53b",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 7:00 AM March 30 at LAX, drop-off time at 6:00 PM May 6 at SFO. Filter Car type to luxury.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9259020090103149,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8301060199737549,
    "avg_ui_similarity": 0.9193531003340752
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c7e741ba5134454daac8bdce11566a30",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9897458553314209,
        "action_similarity": 0.8900722861289978,
        "ui_similarity": 0.9775864164541742
      }
    ],
    "query": {
      "episode_id": "a95f1d13a31147c1afc642b35c221a67",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9897458553314209,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8900722861289978,
    "avg_ui_similarity": 0.9775864164541742
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9780768752098083,
        "action_similarity": 0.9743914008140564,
        "ui_similarity": 0.9863119246746032
      }
    ],
    "query": {
      "episode_id": "aaa50b5928a0487099fffbb974bb15ce",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9780768752098083,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9743914008140564,
    "avg_ui_similarity": 0.9863119246746032
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "84ca059105a34536b50d83e7c06c8324",
          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.9753406047821045,
        "ui_similarity": 0.9702231976865026
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    ],
    "query": {
      "episode_id": "872d353a1ed9424985666f367e3bff98",
      "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 1.0000001192092896,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9753406047821045,
    "avg_ui_similarity": 0.9702231976865026
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5f548044b8c94bf3bbbe664d61f81bf1",
          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9335654377937317,
        "action_similarity": 0.9266687631607056,
        "ui_similarity": 0.9597560242580628
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    ],
    "query": {
      "episode_id": "a8a2e40854124568a9645e13f6026937",
      "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9335654377937317,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9266687631607056,
    "avg_ui_similarity": 0.9597560242580628
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "473167223dad4811af5db2fff19b780a",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9787992835044861,
        "action_similarity": 0.8521020412445068,
        "ui_similarity": 0.8626311093600638
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    ],
    "query": {
      "episode_id": "7341a978587f4908b26482861e480bc1",
      "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM May 29 at JFK, drop-off time at 11:00 AM June 2 at Central Park South. Filter Car type to economy, total price less than 300$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9787992835044861,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8521020412445068,
    "avg_ui_similarity": 0.8626311093600638
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6842066049575806,
        "action_similarity": 0.8351517915725708,
        "ui_similarity": 0.7793214817622225
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    ],
    "query": {
      "episode_id": "2ad084e223d64105a441284aa659ed28",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 10:00 AM July 3 at New Delhi, drop-off time at 5:00 AM July 5 at a different location. Filter the type Standard. Sort the results by price. Select the first one. Check the mileage policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6842066049575806,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8351517915725708,
    "avg_ui_similarity": 0.7793214817622225
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "872d353a1ed9424985666f367e3bff98",
          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.9753406047821045,
        "ui_similarity": 0.9702231976865027
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    ],
    "query": {
      "episode_id": "84ca059105a34536b50d83e7c06c8324",
      "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 1.0000001192092896,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9753406047821045,
    "avg_ui_similarity": 0.9702231976865027
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aef8f561c709402185aaf3c13adfe774",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9990679621696472,
        "action_similarity": 0.9209508299827576,
        "ui_similarity": 0.857838730691044
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    ],
    "query": {
      "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9990679621696472,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9209508299827576,
    "avg_ui_similarity": 0.857838730691044
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "74aefc9928ee463b8a56a8ce05af7cd1",
          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9999999403953552,
        "action_similarity": 0.9371206760406494,
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    ],
    "query": {
      "episode_id": "948538fd8e55400eadf2c3419235dcba",
      "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
    "avg_action_similarity": 0.9371206760406494,
    "avg_ui_similarity": 0.9767969120893614
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "cb003c3949a345c78feb7a300591a90a",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9755762815475464,
        "action_similarity": 0.9501714706420898,
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    "query": {
      "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
      "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9755762815475464,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9501714706420898,
    "avg_ui_similarity": 0.9128177396951036
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "106a1b1157e54ed19b86e0816fb9fe8f",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9781327247619629,
        "action_similarity": 0.8180290460586548,
        "ui_similarity": 0.8064849005889249
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    ],
    "query": {
      "episode_id": "c60920502b4f4198b25426ded4534619",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 12:00 PM June 6 at LAX, and drop-off time at 4:00 PM June 13 at SFO. Filter for luxury cars, total price between $200-300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9781327247619629,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8180290460586548,
    "avg_ui_similarity": 0.8064849005889249
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a64e7f94bed74ab29052c154ea65f7f1",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM June 20 at Times Square, drop-off time at 10:00 PM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9998699426651001,
        "action_similarity": 0.9273504018783569,
        "ui_similarity": 0.9880576246364449
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    ],
    "query": {
      "episode_id": "435a24febf28432c9b7b7bfe516ee008",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9998699426651001,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9273504018783569,
    "avg_ui_similarity": 0.9880576246364449
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d4d97976d28043a690ed1606745980cc",
          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from June 5 to June 10. Gym required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9432425498962402,
        "action_similarity": 0.9049433469772339,
        "ui_similarity": 0.9582703916586912
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    ],
    "query": {
      "episode_id": "0dfac782551843de8dbddf92ca7710c2",
      "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from July 5 to July 10. Fitness/stadium required. Select the fifth recommendation. Check its picture gallery.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9432425498962402,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9049433469772339,
    "avg_ui_similarity": 0.9582703916586912
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "be72c9f8ab644d6b928a7dce187cb50d",
          "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two children in one room. Search for hotels that include free wifi and sort by proximity to the city center.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9615126848220825,
        "action_similarity": 0.9252055883407593,
        "ui_similarity": 0.9271330181516272
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    ],
    "query": {
      "episode_id": "8674e38de58943a8a13ce4a241030838",
      "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two 5-year-old children in one room. Search for hotels that include free wifi and sort by proximity to downtown. Check a hotel\"s fisrt room option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9615126848220825,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9252055883407593,
    "avg_ui_similarity": 0.9271330181516272
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9935239553451538,
        "action_similarity": 0.8959251642227173,
        "ui_similarity": 0.9703134419725475
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    ],
    "query": {
      "episode_id": "504b68bb3bc941fa9592802cc6834a6d",
      "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with free breakfast. Compare the first and second options.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9935239553451538,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8959251642227173,
    "avg_ui_similarity": 0.9703134419725475
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "e237d0563f4940e6afd25a9d7a83ba35",
          "goal": "Open Hotels. Find accommodation in Tokyo from October 20 to October 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price. Review all photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9368938207626343,
        "action_similarity": 0.8950398564338684,
        "ui_similarity": 0.9000391288444191
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    ],
    "query": {
      "episode_id": "747467a967274d839c3f9a89c3c80c17",
      "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9368938207626343,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8950398564338684,
    "avg_ui_similarity": 0.9000391288444191
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "dd3564d84ff8499d9fa1710e56390afb",
          "goal": "Open Hotels. Create a trip named \"Roma\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the third recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9407354593276978,
        "action_similarity": 0.9310528039932251,
        "ui_similarity": 0.9320557292902951
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    ],
    "query": {
      "episode_id": "d84bc7a0be564d439f75727a1fe4a6ac",
      "goal": "Open Hotels. Create a trip named \"Rome Holiday\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the second recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9407354593276978,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9310528039932251,
    "avg_ui_similarity": 0.9320557292902951
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "32dfb1f5f85b496fa7a0b789fb709cfb",
          "goal": "Open Hotels. Choose a hotel in Amsterdam, near Van Gogh Museum from June 20 to June 25. Two Adults, One room.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7163904905319214,
        "action_similarity": 0.8728183507919312,
        "ui_similarity": 0.9307048368165338
      }
    ],
    "query": {
      "episode_id": "9c8b8d6bab67498b8760e046ea1f07b0",
      "goal": "Open Hotels. Find a hotel in Amsterdam from August 15 to August 20. Property name should contain \"Hotel\". Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7163904905319214,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8728183507919312,
    "avg_ui_similarity": 0.9307048368165338
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0dfac782551843de8dbddf92ca7710c2",
          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from July 5 to July 10. Fitness/stadium required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9432425498962402,
        "action_similarity": 0.9049433469772339,
        "ui_similarity": 0.9582703916586909
      }
    ],
    "query": {
      "episode_id": "d4d97976d28043a690ed1606745980cc",
      "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from June 5 to June 10. Gym required. Select the fifth recommendation. Check its picture gallery.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9432425498962402,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9049433469772339,
    "avg_ui_similarity": 0.9582703916586909
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3b4aad360097480a95ddee905ff276e1",
          "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8726339340209961,
        "action_similarity": 0.9053930640220642,
        "ui_similarity": 0.8621610717111052
      }
    ],
    "query": {
      "episode_id": "b649b4c50b9e4e098f17beddfc883590",
      "goal": "Open Hotels. Select Paris and choose dates from September 12 to September 17 for three adults in one room. Apply the deal to the room from the second recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8726339340209961,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9053930640220642,
    "avg_ui_similarity": 0.8621610717111052
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "99e6f344986b4708a6ce2be278c37fff",
          "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9457685947418213,
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    ],
    "query": {
      "episode_id": "ef52ff8e39004721a50025eb85ebf5c0",
      "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 1.0,
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    "avg_action_similarity": 0.9457685947418213,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "2bb14f5cc09649c8940e1bb73a958e74",
          "goal": "Open Hotels. Find a hotel in Rome  from June 15 to June 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by guest rating. Select the first option. Check its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9272668957710266,
        "action_similarity": 0.939948320388794,
        "ui_similarity": 0.9027376596941059
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    ],
    "query": {
      "episode_id": "3ca770897c4c4533851e0c403eaf2341",
      "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.939948320388794,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "48bb83948ca04ecd9eb7db90b963e4b7",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9999999403953552,
        "action_similarity": 0.8965641856193542,
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    ],
    "query": {
      "episode_id": "7b159dae7333438d800577dd6cbb17f3",
      "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.9999999403953552,
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    "split": "train",
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3b08c8a0777548f0acc90047b41517e6",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.8770193457603455,
        "ui_similarity": 0.963891540923433
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    ],
    "query": {
      "episode_id": "32b12cf512444b818ea19fa81e968bef",
      "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
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    "avg_action_similarity": 0.8770193457603455,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0c1206b9e36d433ea8036e869da26dcb",
          "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9240589141845703,
        "action_similarity": 0.947773814201355,
        "ui_similarity": 0.9284577325669646
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    ],
    "query": {
      "episode_id": "4e0e6c6a89074bae93310bd25f856516",
      "goal": "Open Hotels. Search for a hotel in Tokyo from September 2 to September 8. Two Adults, one room. Sort by guest rating. Choose the first properties. Select the list view of all reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.947773814201355,
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9224658608436584,
        "ui_similarity": 0.9338041160564191
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    ],
    "query": {
      "episode_id": "d8eed5f8aba64565b3f8279848f8a5df",
      "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 1.0,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9224658608436584,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4db2cd8ba05646f08f52a0647002cdd3",
          "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from September 10 to September 15. One Adult, One room. Filters are free wifi + breakfast included. Check its location.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9414244890213013,
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    "query": {
      "episode_id": "d39acbf13c414a7599c8302394d04fdf",
      "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from May 10 to May 15. One Adult, One room. Filter is breakfast included.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9332709908485413,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    ],
    "query": {
      "episode_id": "ccfbff090746467199e44f011da69ae5",
      "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9455255270004272,
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    "query": {
      "episode_id": "284f673c378c4477a1e1f15f07d6802a",
      "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9886518120765686,
        "action_similarity": 0.887403130531311,
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    ],
    "query": {
      "episode_id": "b072a00cb6244acdb2f95f186588126c",
      "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "split": "train",
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9503433704376221,
        "action_similarity": 0.9165061712265015,
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    ],
    "query": {
      "episode_id": "a333008c6f1e4ae28821adae702dd049",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
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    "avg_action_similarity": 0.9165061712265015,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9932912588119507,
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        "ui_similarity": 0.9320975790647759
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    ],
    "query": {
      "episode_id": "0552594d6ca649b2b06899762c2f2f1c",
      "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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    "split": "train",
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9457685947418213,
        "ui_similarity": 0.9780516120311183
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    ],
    "query": {
      "episode_id": "99e6f344986b4708a6ce2be278c37fff",
      "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 1.0,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9457685947418213,
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "f57104635b5441558258ed84defb9d5e",
          "goal": "Open Hotels. Search for eligible hotels in Los Angeles, Hollywood from May 20 to May 22. Two Adults, One child, One room. Sort by price from high to low. Select the first hotel. Check its Fees & policy and price details.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9038465023040771,
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    ],
    "query": {
      "episode_id": "bae316a612154654a85c5ded32644c6d",
      "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
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    "split": "train",
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM May 15 at CDG, drop-off time at 7:00 PM May 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9981358647346497,
        "action_similarity": 0.8000888824462891,
        "ui_similarity": 0.8393542793101196
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    ],
    "query": {
      "episode_id": "9319fae96c3f4204add74cf3b84c0d8a",
      "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM June 15 at CDG, drop-off time at 7:00 AM June 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9809392094612122,
        "action_similarity": 0.9342702031135559,
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    ],
    "query": {
      "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
      "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "05a16a001f9642009407c0b2bbecefb3",
          "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7311567068099976,
        "action_similarity": 0.9082183241844177,
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    ],
    "query": {
      "episode_id": "243c3584c2ab45a6890053269bc27f0d",
      "goal": "Open Hotels. Search for eligible hotels in Miami from May 10 to May 15. Two Adults, One room. Sort by price from low to high.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7311567068099976,
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    "split": "train",
    "avg_action_similarity": 0.9082183241844177,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8704914450645447,
        "action_similarity": 0.9482237100601196,
        "ui_similarity": 0.9844533840582735
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    ],
    "query": {
      "episode_id": "e96372fe26214b20869f4601ff1c4ef5",
      "goal": "Open Hotels. Find a hotel in Tokyo from June 5 to June 7. Two adults two children in one room. Filter results with \"wifi included\". Sort the results by distance from shopping mall. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8704914450645447,
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    "split": "train",
    "avg_action_similarity": 0.9482237100601196,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.998523473739624,
        "action_similarity": 0.922492265701294,
        "ui_similarity": 0.9732051847161776
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    ],
    "query": {
      "episode_id": "2ae46b97d0c841b8a8fb717c8dd9b432",
      "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of top three choices.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.998523473739624,
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    "split": "train",
    "avg_action_similarity": 0.922492265701294,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "f790949384194e268dbf12457563aef7",
          "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and two 7-year-old children in two rooms. Search for hotels offering free parking and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9912086725234985,
        "action_similarity": 0.8665944337844849,
        "ui_similarity": 0.9794166119215095
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    ],
    "query": {
      "episode_id": "64bfd4c67fd441149900ea3f308b0924",
      "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and three children in two rooms. Search for hotels offering free parking and sort by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9912086725234985,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8665944337844849,
    "avg_ui_similarity": 0.9794166119215095
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "915af99965d340609f9ac6652045cf8a",
          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9663105607032776,
        "action_similarity": 0.923438310623169,
        "ui_similarity": 0.8642791246948069
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    ],
    "query": {
      "episode_id": "e390fdce558849e4818268ae55e6f5f2",
      "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9663105607032776,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.923438310623169,
    "avg_ui_similarity": 0.8642791246948069
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "01c00b2ed514467193a1601698aa3088",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9948113560676575,
        "action_similarity": 0.9155356287956238,
        "ui_similarity": 0.8868969369459803
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    ],
    "query": {
      "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
      "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9948113560676575,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9155356287956238,
    "avg_ui_similarity": 0.8868969369459803
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8806349039077759,
        "action_similarity": 0.8699004054069519,
        "ui_similarity": 0.9407967261416615
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    ],
    "query": {
      "episode_id": "ef79fd119373413abe481911c89bf4b7",
      "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8806349039077759,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8699004054069519,
    "avg_ui_similarity": 0.9407967261416615
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8620ddd724f949e992e36a2b9ffe57c8",
          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9907910227775574,
        "action_similarity": 0.9358433485031128,
        "ui_similarity": 0.9760121122447748
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    ],
    "query": {
      "episode_id": "4362fac879c843369e0aee7899e4537e",
      "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\".",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9907910227775574,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9358433485031128,
    "avg_ui_similarity": 0.9760121122447748
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d8eed5f8aba64565b3f8279848f8a5df",
          "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9224658608436584,
        "ui_similarity": 0.9338041160564199
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    ],
    "query": {
      "episode_id": "c63c1ff9b2794e70b1f02ff60403d405",
      "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 1.0,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9224658608436584,
    "avg_ui_similarity": 0.9338041160564199
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0552594d6ca649b2b06899762c2f2f1c",
          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9932912588119507,
        "action_similarity": 0.9207727909088135,
        "ui_similarity": 0.9320975790647761
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    ],
    "query": {
      "episode_id": "0d07492e18ce48fe8a2bfc1963e976dc",
      "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9932912588119507,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9207727909088135,
    "avg_ui_similarity": 0.9320975790647761
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "1501ba4091dd4dc880e8f5d26e67f102",
          "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7394341230392456,
        "action_similarity": 0.8091973066329956,
        "ui_similarity": 0.9143296575395359
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    ],
    "query": {
      "episode_id": "2ded41d1367147168b3c8ba84c652b82",
      "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7394341230392456,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8091973066329956,
    "avg_ui_similarity": 0.9143296575395359
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "14fe20f9cf474b8db2f4125b88708b28",
          "goal": "Open TEMU. Search \"kids toys\". Filter by \"puzzles\" category. Filter price under $50. Select the second item. Goto seller's page and follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8212438225746155,
        "action_similarity": 0.9040629267692566,
        "ui_similarity": 0.9433247896468878
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    ],
    "query": {
      "episode_id": "8b36c42160a0448da2a3d56a9ee7de26",
      "goal": "Open TEMU. Search \"kids toys\". Filter by \"educational\". Set price range to 0-50$. Select the first item. Add the product to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8212438225746155,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9040629267692566,
    "avg_ui_similarity": 0.9433247896468878
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "c303ac0281e6424fb883869412a989a8",
          "goal": "Open TEMU. Search for \"jewelry\". Set the price range to 100-200$. Sort by popularity. Select the first item and check the shipping policy.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6470178365707397,
        "action_similarity": 0.6959161162376404,
        "ui_similarity": 0.9102768500947119
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    ],
    "query": {
      "episode_id": "2e4c026cdda84f1aa31d5c01680453c7",
      "goal": "Open TEMU. Search \"Gardening\". Sort by \"price: low to high\". Choose the third item. Check its shipping details.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6470178365707397,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6959161162376404,
    "avg_ui_similarity": 0.9102768500947119
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7107495665550232,
        "action_similarity": 0.9114987850189209,
        "ui_similarity": 0.8764928428527758
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    ],
    "query": {
      "episode_id": "2112a44a5af14761bc5249e67eeed38f",
      "goal": "Open TEMU. Look for \"men\"s jeans\". Filter by \"size 32\". Select the fifth item. Set quantity to 3 and add them to the cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7107495665550232,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9114987850189209,
    "avg_ui_similarity": 0.8764928428527758
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6872171759605408,
        "action_similarity": 0.7594789266586304,
        "ui_similarity": 0.90041351886506
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    ],
    "query": {
      "episode_id": "652ce74e80a04951a74e120179bb14f6",
      "goal": "Open TEMU. Search \"men\"s belt\". Filter by color \"black\". Sort by popularity. Choose the sixth item. Check other available colors.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6872171759605408,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7594789266586304,
    "avg_ui_similarity": 0.90041351886506
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "c920a442ccc34f51b460388667517993",
          "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6908652186393738,
        "action_similarity": 0.7985893487930298,
        "ui_similarity": 0.9486316494625385
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    ],
    "query": {
      "episode_id": "8fe2db77fb494f58b759214590bdcf1a",
      "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6908652186393738,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7985893487930298,
    "avg_ui_similarity": 0.9486316494625385
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "8fe2db77fb494f58b759214590bdcf1a",
          "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6908652186393738,
        "action_similarity": 0.7985893487930298,
        "ui_similarity": 0.9486316494625388
      }
    ],
    "query": {
      "episode_id": "c920a442ccc34f51b460388667517993",
      "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6908652186393738,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7985893487930298,
    "avg_ui_similarity": 0.9486316494625388
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7394341230392456,
        "action_similarity": 0.8091973066329956,
        "ui_similarity": 0.9143296575395358
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    ],
    "query": {
      "episode_id": "1501ba4091dd4dc880e8f5d26e67f102",
      "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7394341230392456,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8091973066329956,
    "avg_ui_similarity": 0.9143296575395358
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2c30dc10e8df4e099fea50a13ef165bf",
          "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6529184579849243,
        "action_similarity": 0.8149873614311218,
        "ui_similarity": 0.8675807679915758
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    ],
    "query": {
      "episode_id": "e5bf12a9b7c14ec49cf84bfb20449923",
      "goal": "Open TEMU. Browse \"Home & Kitchen\". Sort by newest arrival. Select the first product. Goto the seller's page and follow the seller.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6529184579849243,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8149873614311218,
    "avg_ui_similarity": 0.8675807679915758
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7388575077056885,
        "action_similarity": 0.8814209699630737,
        "ui_similarity": 0.9335460328481562
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    ],
    "query": {
      "episode_id": "e1e8d66ec7b2453bb27d7ceaf484e98e",
      "goal": "Open TEMU. Search \"women's handbag\". Filter by color \"black\". Sort by highest to lowest price. Select the second item and add it to the cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7388575077056885,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8814209699630737,
    "avg_ui_similarity": 0.9335460328481562
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6324058771133423,
        "action_similarity": 0.7940680980682373,
        "ui_similarity": 0.9221540731558167
      }
    ],
    "query": {
      "episode_id": "709989eb4c5b4d94b1e963a94f6cab27",
      "goal": "Open TEMU. Search for \"kids socks\". Filter by color \"white\". Sort by recently added. Choose the first item. Goto the seller's page. What is the first item listed?",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6324058771133423,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7940680980682373,
    "avg_ui_similarity": 0.9221540731558167
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "72749d7edd7a424d8824ecb1855b6bde",
          "goal": "Open TEMU. Search \"dog toys\". Filter by color \"red\". Sort by popularity. Select the third item. Check the material of the product.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6681735515594482,
        "action_similarity": 0.777942419052124,
        "ui_similarity": 0.8473581058868045
      }
    ],
    "query": {
      "episode_id": "64b57949a45149b78aeda3719bbb6353",
      "goal": "Open TEMU. Navigate to \"Pet Supplies\" category, sort by popularity. Pick the third product. Check the product delivery options.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6681735515594482,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.777942419052124,
    "avg_ui_similarity": 0.8473581058868045
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "c920a442ccc34f51b460388667517993",
          "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
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    "k_shot": 1,
    "avg_similarity": 0.9801987409591675,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9720032811164856,
    "avg_ui_similarity": 0.8699694287264627
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "825bea373ba4492ab3368bcb7142f159",
          "goal": "Open newsbreak. Open notifications. Read the third news. Save it for later.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8196896314620972,
        "action_similarity": 0.8571007251739502,
        "ui_similarity": 0.9447896740840966
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    ],
    "query": {
      "episode_id": "5bad7368d52d49b3a688a6efa5e3eb76",
      "goal": "Open newsbreak. Click on the profile icon. Set notifications for breaking news.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8196896314620972,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8571007251739502,
    "avg_ui_similarity": 0.9447896740840966
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "808659dc529c4227b90787096e6275cd",
          "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8760320544242859,
        "action_similarity": 0.96430504322052,
        "ui_similarity": 0.9323445221488799
      }
    ],
    "query": {
      "episode_id": "7a520d6453944cffa2037126aea0cd0f",
      "goal": "Open newsbreak. Click account icon. View your saved and liked news.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8760320544242859,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.96430504322052,
    "avg_ui_similarity": 0.9323445221488799
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "825bea373ba4492ab3368bcb7142f159",
          "goal": "Open newsbreak. Open notifications. Read the third news. Save it for later.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8106735944747925,
        "action_similarity": 0.9849332571029663,
        "ui_similarity": 0.939738765581096
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    ],
    "query": {
      "episode_id": "8b1f6ec237d841eaa5c570cbb415c76d",
      "goal": "Open newsbreak. Check notifications. Open the second notification. Add it to bookmarks.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8106735944747925,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9849332571029663,
    "avg_ui_similarity": 0.939738765581096
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "e2f3b5d7d79b4091994e7919e3467945",
          "goal": "Open newsbreak. Click on \"Health\". Open the top article. Share it via text message.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.6950678825378418,
        "action_similarity": 0.8997532725334167,
        "ui_similarity": 0.8935187378409806
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    ],
    "query": {
      "episode_id": "709635edcd0248a0bc94b303c613fc69",
      "goal": "Open newsbreak. Click health. Open the first trending health news. Set it as favourite.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6950678825378418,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8997532725334167,
    "avg_ui_similarity": 0.8935187378409806
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "2334bb7c545c46f2a852763a1bf2abc5",
          "goal": "Open newsbreak. Open 'Weather section'. Look for the weather forecast for 'New York' in the next 5 days.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7959957718849182,
        "action_similarity": 0.9776790738105774,
        "ui_similarity": 0.9093319796238546
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    ],
    "query": {
      "episode_id": "b7d54a0a11464a31879eb1c2e562e579",
      "goal": "Open newsbreak. Open \"Weather section\". Look for the weather forecast for \"Chicago\" in the next 2 days.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7959957718849182,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9776790738105774,
    "avg_ui_similarity": 0.9093319796238546
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "51e0b49075f746a5a7232ed11b2a9400",
          "goal": "Open newsbreak. Click local. Open the first story under local news. Like the story.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7216225266456604,
        "action_similarity": 0.857363760471344,
        "ui_similarity": 0.9354986471018438
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    ],
    "query": {
      "episode_id": "56eb7ece211b4ee5950c3ffecb0131c1",
      "goal": "Open newsbreak. Search \"Canada\". Open the first news story. Bookmark it.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7216225266456604,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.857363760471344,
    "avg_ui_similarity": 0.9354986471018438
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  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "3dbe52ca77f5481e8f32624989cff3d6",
          "goal": "Open newsbreak. Click \"World News\". Open the first news. Write \"Very informative\" and post the comment.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7791776061058044,
        "action_similarity": 0.8335592746734619,
        "ui_similarity": 0.9632050588114092
      }
    ],
    "query": {
      "episode_id": "49c24ed0e0fe4c5fa788a0d3134c76de",
      "goal": "Open newsbreak. Click entertainment. Like a news has the most comments.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7791776061058044,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8335592746734619,
    "avg_ui_similarity": 0.9632050588114092
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "808659dc529c4227b90787096e6275cd",
          "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7487423419952393,
        "action_similarity": 0.8877643346786499,
        "ui_similarity": 0.9328581048484986
      }
    ],
    "query": {
      "episode_id": "bbbcc30434d54c33b114c07c0ed7e888",
      "goal": "Open newsbreak. Go to \"Profile\". Check the \"Reading History\" section.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7487423419952393,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8877643346786499,
    "avg_ui_similarity": 0.9328581048484986
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "7a520d6453944cffa2037126aea0cd0f",
          "goal": "Open newsbreak. Click account icon. View your saved and liked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8760320544242859,
        "action_similarity": 0.96430504322052,
        "ui_similarity": 0.9323445221488798
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    ],
    "query": {
      "episode_id": "808659dc529c4227b90787096e6275cd",
      "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8760320544242859,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.96430504322052,
    "avg_ui_similarity": 0.9323445221488798
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  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "e2f3b5d7d79b4091994e7919e3467945",
          "goal": "Open newsbreak. Click on \"Health\". Open the top article. Share it via text message.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8196883201599121,
        "action_similarity": 0.7147589325904846,
        "ui_similarity": 0.8747724136258562
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    ],
    "query": {
      "episode_id": "fcc9577ab9704929b423c55dddd72102",
      "goal": "Open newsbreak. Click life hacks. Find a health related news and bookmark it.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8196883201599121,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7147589325904846,
    "avg_ui_similarity": 0.8747724136258562
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "fcc9577ab9704929b423c55dddd72102",
          "goal": "Open newsbreak. Click life hacks. Find a health related news and bookmark it.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8196883201599121,
        "action_similarity": 0.7147589325904846,
        "ui_similarity": 0.8747724136258562
      }
    ],
    "query": {
      "episode_id": "e2f3b5d7d79b4091994e7919e3467945",
      "goal": "Open newsbreak. Click on \"Health\". Open the top article. Share it via text message.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8196883201599121,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7147589325904846,
    "avg_ui_similarity": 0.8747724136258562
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7342607975006104,
        "action_similarity": 0.8484023809432983,
        "ui_similarity": 0.8575744284645896
      }
    ],
    "query": {
      "episode_id": "831a5508350240a39743d16e58ed374c",
      "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7342607975006104,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8484023809432983,
    "avg_ui_similarity": 0.8575744284645896
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
          "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7319404482841492,
        "action_similarity": 0.8991996645927429,
        "ui_similarity": 0.741409911541714
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    ],
    "query": {
      "episode_id": "e525f05d6cb94656bfaa0adac784ce86",
      "goal": "Open Outlook. Create a draft email to \"jane.doe@example.com\" with subject \"Meeting Discussion\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7319404482841492,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8991996645927429,
    "avg_ui_similarity": 0.741409911541714
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "437e6ad971564926a43d2a1032afac71",
          "goal": "Open Outlook. Create a draft email to \"lisa.green@example.com\" with subject \"Project Proposal\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8102931976318359,
        "action_similarity": 0.9038934707641602,
        "ui_similarity": 0.9206866598409278
      }
    ],
    "query": {
      "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
      "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8102931976318359,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9038934707641602,
    "avg_ui_similarity": 0.9206866598409278
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7491757869720459,
        "action_similarity": 0.8723419308662415,
        "ui_similarity": 0.8748840444416304
      }
    ],
    "query": {
      "episode_id": "6ba5892f641d4a29891a974e8124d8ef",
      "goal": "Open Outlook. Create an event on July 1, 7 - 8 PM. The event is Birthday Party. The location is \"Home\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7491757869720459,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8723419308662415,
    "avg_ui_similarity": 0.8748840444416304
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.946151614189148,
        "action_similarity": 0.7863625288009644,
        "ui_similarity": 0.8729480886782048
      }
    ],
    "query": {
      "episode_id": "9476a3f502124275a2066dcfdc093b65",
      "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.946151614189148,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7863625288009644,
    "avg_ui_similarity": 0.8729480886782048
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
          "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8846047520637512,
        "action_similarity": 0.8542375564575195,
        "ui_similarity": 0.6149250513249559
      }
    ],
    "query": {
      "episode_id": "3f74f0a6bd5c4a33b5a63a88871533cc",
      "goal": "Open Outlook. Create a new email folder named \"Project Beta\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8846047520637512,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8542375564575195,
    "avg_ui_similarity": 0.6149250513249559
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.847366213798523,
        "action_similarity": 0.9164600372314453,
        "ui_similarity": 0.5077033789345053
      }
    ],
    "query": {
      "episode_id": "4e60b2702fde4ebab461f20afcbd2e0e",
      "goal": "Open Outlook. Write an email to testappium001@outlook.com. The subject is \"Follow-up Meeting\". The main content is \"Dear Team, I hope this email finds you well. As discussed in our recent meeting, here are the follow-up points...\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.847366213798523,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9164600372314453,
    "avg_ui_similarity": 0.5077033789345053
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c31be00fea7e484792fb59ab6b8a2193",
          "goal": "Open Outlook. Mark as unread the third email in the Focused box then move it to Archive.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.651286244392395,
        "action_similarity": 0.6704062223434448,
        "ui_similarity": 0.7410668635051849
      }
    ],
    "query": {
      "episode_id": "a1204a4b623d46389c1fd69822a3c919",
      "goal": "Open Outlook. Search emails that contain \"Verification\". Delete the third one. Flag the first one. Archive the second one.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.651286244392395,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6704062223434448,
    "avg_ui_similarity": 0.7410668635051849
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "55d0c7e6d47e4c639f610549ace4377d",
          "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Invitation to Collaborate\". Archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7323540449142456,
        "action_similarity": 0.7448880672454834,
        "ui_similarity": 0.7171134979252264
      }
    ],
    "query": {
      "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
      "goal": "Open Outlook. Open the Sent folder.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7323540449142456,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7448880672454834,
    "avg_ui_similarity": 0.7171134979252264
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7265825271606445,
        "action_similarity": 0.8032894730567932,
        "ui_similarity": 0.864023899001734
      }
    ],
    "query": {
      "episode_id": "a5668693c463411988216423eb7a228c",
      "goal": "Open Outlook. Set up an automatic reply with message \"On maternity leave\" for dates between May 10, 2023 and May 25, 2023.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7265825271606445,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8032894730567932,
    "avg_ui_similarity": 0.864023899001734
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "211975a231f14989a1ae0d782a195ad1",
          "goal": "Open Outlook. Open the Draft folder. Continue editing the first draft email, add \"cc_testappium001@outlook.com\" in the Cc area and \"bcc_testappium002@outlook.com\" in the Bcc area. Then send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9458534717559814,
        "action_similarity": 0.9187977313995361,
        "ui_similarity": 0.8415807516880724
      }
    ],
    "query": {
      "episode_id": "74b96d166f36499783d085c35fb030e5",
      "goal": "Open Outlook. Open the \"Drafts\" folder. Continue editing the last draft email, add \"testappium006@outlook.com\" in the Cc area and \"testappium007@outlook.com\" in the Bcc area. Then send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9458534717559814,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9187977313995361,
    "avg_ui_similarity": 0.8415807516880724
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1b07677541204bcc9ede5d6b52c8cf2a",
          "goal": "Open Outlook. Find the email from \"CEO\" in the \"Inbox\". If it exists, reply it with \"Noted, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7863610982894897,
        "action_similarity": 0.7248154878616333,
        "ui_similarity": 0.8100940541856432
      }
    ],
    "query": {
      "episode_id": "233002010f61439ab1531d59bede9002",
      "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7863610982894897,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7248154878616333,
    "avg_ui_similarity": 0.8100940541856432
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6476073861122131,
        "action_similarity": 0.5303820371627808,
        "ui_similarity": 0.7592990272557465
      }
    ],
    "query": {
      "episode_id": "16964d11cdc54bb599a2d7dd2ffef9c6",
      "goal": "Open Outlook. Forward the latest email  to jane.doe@gmail.com.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6476073861122131,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.5303820371627808,
    "avg_ui_similarity": 0.7592990272557465
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4b28327f6f4148219b68084599723b70",
          "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7976031303405762,
        "action_similarity": 0.771030843257904,
        "ui_similarity": 0.8121809874936438
      }
    ],
    "query": {
      "episode_id": "5293c378a71f46eea6b9111e77638db4",
      "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7976031303405762,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.771030843257904,
    "avg_ui_similarity": 0.8121809874936438
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "bc113caac6ff42008ff478c77dab719a",
          "goal": "Open Outlook. Archive the first email from \"Amazon\". Then empty the Spam mailbox.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8503656387329102,
        "action_similarity": 0.796940803527832,
        "ui_similarity": 0.4863612591023872
      }
    ],
    "query": {
      "episode_id": "4426f250cbd7490493c255ff3f827f29",
      "goal": "Open Outlook. Delete all emails from \"Spam\". Then empty the Deleted Items mailbox.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8503656387329102,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.796940803527832,
    "avg_ui_similarity": 0.4863612591023872
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "631a089692b0437f8b1b34e30a298bd9",
          "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9092612862586975,
        "action_similarity": 0.8677725791931152,
        "ui_similarity": 0.6948048766690121
      }
    ],
    "query": {
      "episode_id": "17975d3f997e424ba07518391eaeee0e",
      "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9092612862586975,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8677725791931152,
    "avg_ui_similarity": 0.6948048766690121
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "5293c378a71f46eea6b9111e77638db4",
          "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7976031303405762,
        "action_similarity": 0.771030843257904,
        "ui_similarity": 0.8121809874936438
      }
    ],
    "query": {
      "episode_id": "4b28327f6f4148219b68084599723b70",
      "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7976031303405762,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.771030843257904,
    "avg_ui_similarity": 0.8121809874936438
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8984091281890869,
        "action_similarity": 0.8734437823295593,
        "ui_similarity": 0.9596222673969196
      }
    ],
    "query": {
      "episode_id": "b40662f960dd41838a9a95e2a8705007",
      "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8984091281890869,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8734437823295593,
    "avg_ui_similarity": 0.9596222673969196
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "18cc1260547e4377888d19dfe0c017da",
          "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9607335329055786,
        "action_similarity": 0.7097408771514893,
        "ui_similarity": 0.8350914824089214
      }
    ],
    "query": {
      "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
      "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9607335329055786,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7097408771514893,
    "avg_ui_similarity": 0.8350914824089214
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9085184335708618,
        "action_similarity": 0.92044997215271,
        "ui_similarity": 0.6912460016378159
      }
    ],
    "query": {
      "episode_id": "83f38aa505264b0a9b4592fb0f977094",
      "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9085184335708618,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.92044997215271,
    "avg_ui_similarity": 0.6912460016378159
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6666386127471924,
        "action_similarity": 0.7430699467658997,
        "ui_similarity": 0.9508651163479171
      }
    ],
    "query": {
      "episode_id": "5920a6cef5f648baa9b9a105a722e480",
      "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Appointment Confirmation\". Flag it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6666386127471924,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7430699467658997,
    "avg_ui_similarity": 0.9508651163479171
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7323540449142456,
        "action_similarity": 0.7448880672454834,
        "ui_similarity": 0.7171134979252259
      }
    ],
    "query": {
      "episode_id": "55d0c7e6d47e4c639f610549ace4377d",
      "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Invitation to Collaborate\". Archive it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7323540449142456,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7448880672454834,
    "avg_ui_similarity": 0.7171134979252259
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7881397008895874,
        "action_similarity": 0.5930241942405701,
        "ui_similarity": 0.665572727949476
      }
    ],
    "query": {
      "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
      "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7881397008895874,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.5930241942405701,
    "avg_ui_similarity": 0.665572727949476
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
          "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9396936893463135,
        "action_similarity": 0.8671308159828186,
        "ui_similarity": 0.9668952525670852
      }
    ],
    "query": {
      "episode_id": "13c42e886e774299ac8233c3a0b9aa27",
      "goal": "Open Outlook. Create an event on December 1, 10 - 11 AM. The event is \"Project Review Meeting\". The location is \"Office\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9396936893463135,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8671308159828186,
    "avg_ui_similarity": 0.9668952525670852
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
          "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9015504717826843,
        "action_similarity": 0.9603025913238525,
        "ui_similarity": 0.9684829831230978
      }
    ],
    "query": {
      "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
      "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9015504717826843,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9603025913238525,
    "avg_ui_similarity": 0.9684829831230978
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8450689911842346,
        "action_similarity": 0.9377418160438538,
        "ui_similarity": 0.8496910808769302
      }
    ],
    "query": {
      "episode_id": "5bd7e26d351d49e3ad66921bc24b6c7b",
      "goal": "Open Outlook. Create an event on October 20, 11 AM - 1 PM. The event is \"Client Meeting\". Location: \"Client’s office.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8450689911842346,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9377418160438538,
    "avg_ui_similarity": 0.8496910808769302
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "831a5508350240a39743d16e58ed374c",
          "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.724570095539093,
        "action_similarity": 0.7980053424835205,
        "ui_similarity": 0.7093212775432726
      }
    ],
    "query": {
      "episode_id": "20221be92203447fb78816e1c22ab8fe",
      "goal": "Open Outlook. Create a new email draft with the subject \"Conference Details\" and add an attachment from OneDrive. Don\"t send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.724570095539093,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7980053424835205,
    "avg_ui_similarity": 0.7093212775432726
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "74b96d166f36499783d085c35fb030e5",
          "goal": "Open Outlook. Open the \"Drafts\" folder. Continue editing the last draft email, add \"testappium006@outlook.com\" in the Cc area and \"testappium007@outlook.com\" in the Bcc area. Then send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9458534717559814,
        "action_similarity": 0.9187977313995361,
        "ui_similarity": 0.8415807516880722
      }
    ],
    "query": {
      "episode_id": "211975a231f14989a1ae0d782a195ad1",
      "goal": "Open Outlook. Open the Draft folder. Continue editing the first draft email, add \"cc_testappium001@outlook.com\" in the Cc area and \"bcc_testappium002@outlook.com\" in the Bcc area. Then send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9458534717559814,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9187977313995361,
    "avg_ui_similarity": 0.8415807516880722
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9405863285064697,
        "action_similarity": 0.8856182098388672,
        "ui_similarity": 0.928899434903842
      }
    ],
    "query": {
      "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9405863285064697,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8856182098388672,
    "avg_ui_similarity": 0.928899434903842
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8258094787597656,
        "action_similarity": 0.8279024362564087,
        "ui_similarity": 0.9394379253319275
      }
    ],
    "query": {
      "episode_id": "5dae750a26024514b50129725058e864",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"mark.martin@example.com\", subject as \"Weekly Summary\", and body as \"Please find the attached weekly summary.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8258094787597656,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8279024362564087,
    "avg_ui_similarity": 0.9394379253319275
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4e60b2702fde4ebab461f20afcbd2e0e",
          "goal": "Open Outlook. Write an email to testappium001@outlook.com. The subject is \"Follow-up Meeting\". The main content is \"Dear Team, I hope this email finds you well. As discussed in our recent meeting, here are the follow-up points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.847366213798523,
        "action_similarity": 0.9164600372314453,
        "ui_similarity": 0.5077033789345057
      }
    ],
    "query": {
      "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
      "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.847366213798523,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9164600372314453,
    "avg_ui_similarity": 0.5077033789345057
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.779191792011261,
        "action_similarity": 0.8000878095626831,
        "ui_similarity": 0.9320305529474572
      }
    ],
    "query": {
      "episode_id": "5e2c4798acac4f4cbd939f95364bbdb6",
      "goal": "Open Outlook. Set up automatic replies with the message \"Currently out of office\" for dates between May 15, 2024 and May 25, 2024.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.779191792011261,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8000878095626831,
    "avg_ui_similarity": 0.9320305529474572
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "5293c378a71f46eea6b9111e77638db4",
          "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6378914713859558,
        "action_similarity": 0.6233826279640198,
        "ui_similarity": 0.8780877693981618
      }
    ],
    "query": {
      "episode_id": "ace06275af0641b48f89e03e0f915380",
      "goal": "Open Outlook. Search emails with the subject \"Invoice\". Open the first email from the search result and download the attached file.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6378914713859558,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6233826279640198,
    "avg_ui_similarity": 0.8780877693981618
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9405863285064697,
        "action_similarity": 0.8856182098388672,
        "ui_similarity": 0.9288994349038422
      }
    ],
    "query": {
      "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9405863285064697,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8856182098388672,
    "avg_ui_similarity": 0.9288994349038422
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4426f250cbd7490493c255ff3f827f29",
          "goal": "Open Outlook. Delete all emails from \"Spam\". Then empty the Deleted Items mailbox.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8503655791282654,
        "action_similarity": 0.796940803527832,
        "ui_similarity": 0.4863612591023874
      }
    ],
    "query": {
      "episode_id": "bc113caac6ff42008ff478c77dab719a",
      "goal": "Open Outlook. Archive the first email from \"Amazon\". Then empty the Spam mailbox.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8503655791282654,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.796940803527832,
    "avg_ui_similarity": 0.4863612591023874
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8231827616691589,
        "action_similarity": 0.8248051404953003,
        "ui_similarity": 0.8025273180907635
      }
    ],
    "query": {
      "episode_id": "c31be00fea7e484792fb59ab6b8a2193",
      "goal": "Open Outlook. Mark as unread the third email in the Focused box then move it to Archive.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8231827616691589,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8248051404953003,
    "avg_ui_similarity": 0.8025273180907635
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
          "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8102931976318359,
        "action_similarity": 0.9038934707641602,
        "ui_similarity": 0.9206866598409272
      }
    ],
    "query": {
      "episode_id": "437e6ad971564926a43d2a1032afac71",
      "goal": "Open Outlook. Create a draft email to \"lisa.green@example.com\" with subject \"Project Proposal\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8102931976318359,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9038934707641602,
    "avg_ui_similarity": 0.9206866598409272
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "13c42e886e774299ac8233c3a0b9aa27",
          "goal": "Open Outlook. Create an event on December 1, 10 - 11 AM. The event is \"Project Review Meeting\". The location is \"Office\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9396936893463135,
        "action_similarity": 0.8671308159828186,
        "ui_similarity": 0.9668952525670852
      }
    ],
    "query": {
      "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
      "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9396936893463135,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8671308159828186,
    "avg_ui_similarity": 0.9668952525670852
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8682519197463989,
        "action_similarity": 0.9413105249404907,
        "ui_similarity": 0.8164170960067897
      }
    ],
    "query": {
      "episode_id": "7918c043ed594e9ab0e9590b2698c536",
      "goal": "Open Outlook. Compose an email to \"testappium003@outlook.com\". The subject is \"Test Feedback\". The main content is \"Thanks for your feedback regarding the test process.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8682519197463989,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9413105249404907,
    "avg_ui_similarity": 0.8164170960067897
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.909261167049408,
        "action_similarity": 0.8677725791931152,
        "ui_similarity": 0.6948048766690124
      }
    ],
    "query": {
      "episode_id": "631a089692b0437f8b1b34e30a298bd9",
      "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.909261167049408,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8677725791931152,
    "avg_ui_similarity": 0.6948048766690124
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8783692717552185,
        "action_similarity": 0.9411739110946655,
        "ui_similarity": 0.9775966270768531
      }
    ],
    "query": {
      "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
      "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8783692717552185,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9411739110946655,
    "avg_ui_similarity": 0.9775966270768531
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9607335329055786,
        "action_similarity": 0.7097408771514893,
        "ui_similarity": 0.8350914824089215
      }
    ],
    "query": {
      "episode_id": "18cc1260547e4377888d19dfe0c017da",
      "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9607335329055786,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7097408771514893,
    "avg_ui_similarity": 0.8350914824089215
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "3f74f0a6bd5c4a33b5a63a88871533cc",
          "goal": "Open Outlook. Create a new email folder named \"Project Beta\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8846047520637512,
        "action_similarity": 0.8542375564575195,
        "ui_similarity": 0.6149250513249542
      }
    ],
    "query": {
      "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
      "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8846047520637512,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8542375564575195,
    "avg_ui_similarity": 0.6149250513249542
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8283097147941589,
        "action_similarity": 0.8844661116600037,
        "ui_similarity": 0.8259773369109681
      }
    ],
    "query": {
      "episode_id": "a11e67d7aabb4f7293dcd9f7a41cdb12",
      "goal": "Open Outlook. Create an event on August 1, 12 - 2 PM. The event is \"Lunch Meeting\". The location is \"Cafe Downtown\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8283097147941589,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8844661116600037,
    "avg_ui_similarity": 0.8259773369109681
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "83f38aa505264b0a9b4592fb0f977094",
          "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.908518373966217,
        "action_similarity": 0.92044997215271,
        "ui_similarity": 0.6912460016378155
      }
    ],
    "query": {
      "episode_id": "1c70f00e4d7743a39f2721130de49d83",
      "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.908518373966217,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.92044997215271,
    "avg_ui_similarity": 0.6912460016378155
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
          "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7038589715957642,
        "action_similarity": 0.7545439600944519,
        "ui_similarity": 0.5940243220063633
      }
    ],
    "query": {
      "episode_id": "91490aa3a8f84b14aa0bc22b804e552e",
      "goal": "Open Outlook. Create a new email folder named \"Client Conversations\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7038589715957642,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7545439600944519,
    "avg_ui_similarity": 0.5940243220063633
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129737377166748,
        "action_similarity": 0.813751757144928,
        "ui_similarity": 0.7494071852323969
      }
    ],
    "query": {
      "episode_id": "cb5e094c5e774afc951542b4a21487a4",
      "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8129737377166748,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.813751757144928,
    "avg_ui_similarity": 0.7494071852323969
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7573075890541077,
        "action_similarity": 0.7195526361465454,
        "ui_similarity": 0.7900204085416794
      }
    ],
    "query": {
      "episode_id": "286b6c9dc7884eeeb2af43b27024fff0",
      "goal": "Open Outlook. Schedule an email to be sent later at 8:00 PM to \"testassistant001@outlook.com\". The subject should be \"Project Update\" and the content should be \"This is an update on our current project status.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7573075890541077,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7195526361465454,
    "avg_ui_similarity": 0.7900204085416794
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9476a3f502124275a2066dcfdc093b65",
          "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.946151614189148,
        "action_similarity": 0.7863625288009644,
        "ui_similarity": 0.8729480886782043
      }
    ],
    "query": {
      "episode_id": "e105b40fb00c494681c7c52daef20f32",
      "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.946151614189148,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7863625288009644,
    "avg_ui_similarity": 0.8729480886782043
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
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          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7708706855773926,
        "action_similarity": 0.7950988411903381,
        "ui_similarity": 0.7875290204297053
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    "query": {
      "episode_id": "5927fd20957e4d8886ce2acd34dade2b",
      "goal": "Open Outlook. Schedule an email to be sent at 9:00 AM to jane.martin@example.com. The subject should be \"Thursday Sync\" and the content should be \"This is to remind you of our meeting scheduled for 10:00 AM.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
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    "avg_similarity": 0.7708706855773926,
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    "avg_action_similarity": 0.7950988411903381,
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
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          "goal": "Open Outlook. Move the fifth email in the \"Inbox\" to the \"Archive\" folder.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8300408720970154,
        "action_similarity": 0.9856577515602112,
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    "query": {
      "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
      "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8300408720970154,
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    "split": "train",
    "avg_action_similarity": 0.9856577515602112,
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  {
    "app": "todaytix",
    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Choose \"New York\" as the city. Pick the first show on the list. What is the show duration?",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9001347422599792,
        "action_similarity": 0.6713557839393616,
        "ui_similarity": 0.9663260090319109
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    "query": {
      "episode_id": "3501cb234d414db8a41903101995b1c2",
      "goal": "Open TodayTix. Change city to \"Houston\". Select the first show on the list. What is the duration of the show?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.9001347422599792,
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    "avg_action_similarity": 0.6713557839393616,
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  {
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          "goal": "Open TodayTix. Change the city to \"New York\". List the top five shows in the first recommendation list.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.9086148738861084,
        "action_similarity": 0.7904579043388367,
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    "query": {
      "episode_id": "df41d075baaf470e83e1a32d5eb66024",
      "goal": "Open TodayTix. Change the city to \"Boston\". List the top three shows in the first recommendation list.",
      "detected_app": "todaytix",
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      "split": "train"
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          "goal": "Open TodayTix. Change city to \"Sydney\". Choose the first show. What\"s the earliest available timing?",
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          "domain": "Entertainment",
          "split": "train"
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        "action_similarity": 0.8125471472740173,
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    "query": {
      "episode_id": "5a4aebe125014b01936eb26293df178f",
      "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
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      "domain": "Entertainment",
      "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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      "episode_id": "b7d23ed556794eac88aee6c60f1fdf6e",
      "goal": "Open TodayTix. Search \"Juliet\". Specify the date as July 25th. Select 3 tickets. Proceed to check for ticket availability.",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Boston\". List the top three shows in the first recommendation list.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.9086148738861084,
        "action_similarity": 0.7904579043388367,
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"New York\". List the top five shows in the first recommendation list.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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  {
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        "episode": {
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          "goal": "Open TodayTix. Switch the city to \"Chicago\". Which is the first show on the home tab and are there any age restrictions?",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
      "episode_id": "bff107ad47d34a378b006c85f7857f6a",
      "goal": "Open TodayTix. Change the city to \"Chicago\". Select the first show on the home tab. What is the age restriction?",
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      "domain": "Entertainment",
      "split": "train"
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          "goal": "Open TodayTix. Change the city to \"London\". Select the third show available. What is the seat selection options available on May 20th?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7370060086250305,
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    "query": {
      "episode_id": "1db68d6fd19442148cd05137d0ddb887",
      "goal": "Open TodayTix. Search for \"Hamilton\". What are the seat selection options available for the show on May 8th?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7370060086250305,
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    "split": "train",
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          "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
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          "domain": "Entertainment",
          "split": "train"
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        "action_similarity": 0.780976414680481,
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    "query": {
      "episode_id": "091f23e469c74caf8cabfaaec140ac00",
      "goal": "Open TodayTix. Change the city to \"Boston\". Select the second show. Is there any age restriction?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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  {
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          "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
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          "domain": "Entertainment",
          "split": "train"
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        "action_similarity": 0.8125471472740173,
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    "query": {
      "episode_id": "f90e3cd2319144f1a6205edb4937f1a0",
      "goal": "Open TodayTix. Change city to \"Sydney\". Choose the first show. What\"s the earliest available timing?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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        "episode": {
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          "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $49. What is the date for the second show on the list?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8841054439544678,
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    "query": {
      "episode_id": "b224cf93a5c54dabae8e6eb0abd03f50",
      "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $100. What is the show name and time of the first result?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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  {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check the location.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.9382072687149048,
        "action_similarity": 0.8933017253875732,
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    "query": {
      "episode_id": "347fd8880e1f41038e54d26694b64ace",
      "goal": "Open TodayTix. Select \"Los Angeles\" as the city. Select the first show on the \"home\" tab. Check the location of the show.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "todaytix",
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6970186829566956,
        "action_similarity": 0.6226344704627991,
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    "query": {
      "episode_id": "b769e5292c194f83ad3aed310d924d5a",
      "goal": "Open TodayTix. Change the city to \"Brisbane\". Select the first show on the list. Check the age restrictions, if any.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6416573524475098,
        "action_similarity": 0.699074387550354,
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    "query": {
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      "goal": "Open TodayTix. Search \"Phantom of the Opera\". Specify the date as August 7th. Want 2 tickets. Proceed to check ticket prices range.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.6416573524475098,
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    "split": "train",
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
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          "domain": "Entertainment",
          "split": "train"
        },
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"London\". Select the third show on the list. What\"s the latest available timing?",
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      "domain": "Entertainment",
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8521697521209717,
        "action_similarity": 0.8517228960990906,
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    ],
    "query": {
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      "goal": "Open TodayTix. Change the city to \"New York\". Search for \"Back to the Future\". What is the age restriction for this show?",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
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          "domain": "Entertainment",
          "split": "train"
        },
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        "action_similarity": 0.7045203447341919,
        "ui_similarity": 0.8577527373401391
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    ],
    "query": {
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      "goal": "Open TodayTix. Change the city to \"London\". Select the first show in the recommendations. What is the venue?",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Washington DC\". List the top three shows available.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7221257090568542,
        "action_similarity": 0.4460400342941284,
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    ],
    "query": {
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      "goal": "Open TodayTix. Change the city to \"Toronto\". Select the second show on the home tab. Are there any special offers?",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
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    "support": [
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9481295347213745,
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    ],
    "query": {
      "episode_id": "cf5c7948bce54b348ffabfaa6ea3ef04",
      "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check restrictions, if any.",
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      "domain": "Entertainment",
      "split": "train"
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    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
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      "goal": "Open TodayTix. Select \"London\" as city. Search for \"Frozen\". Select 6 tickets for the earliest time. Proceed to check availability",
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      "goal": "Open TodayTix. Search \"The Lion King\". tell the duration of the show and the location of the show. Set the date to May 4. Set the ticket number to 3 at 8:00PM and proceed. What is the highest price and what is the lowest price.",
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      "goal": "Open TodayTix. Search \"Titanique\". Are there any lottery options available for this show?",
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      "goal": "Open TodayTix. Search for \"Lion King\". What days are tickets available for purchase?",
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      "goal": "Open TodayTix. Change city to \"Chicago\". What is the venue of the second show listed?",
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      "goal": "Open TodayTix. Change the city to \"Chicago\". What is the date and run time for the top-recommanded?",
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      "goal": "Open TodayTix. Change the city to \"Sydney\". Select the third show on the list. What is the show runtime?",
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      "goal": "Open TodayTix. Search \"Musical\". Choose the first show. How to enter the lottery?",
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      "goal": "Open TodayTix. Check lottery shows and select the first one. How much is the lottery ticket?",
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    "query": {
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
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    "query": {
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"London\". Select the second show in the first recommendation list. What is the ticket price range at 5:30PM, May 5th?",
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      "domain": "Entertainment",
      "split": "train"
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    "avg_action_similarity": 0.6885908246040344,
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  {
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        "episode": {
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          "goal": "Open TodayTix. Search \"Lion King\" in New York. Specify the date as May 7th. Want 3 tickets. Proceed to check ticket prices range.",
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          "domain": "Entertainment",
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      "goal": "Open TodayTix. Search \"Six\" in New York. Specify the date as May 15th. Want 2 tickets. Proceed to check ticket prices range.",
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check restrictions, if any.",
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"Los Angeles\", select the first show available. Check restrictions, if any.",
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      "goal": "Open TodayTix. Select \"London\" as the city. Select the second show on the \"home\" tab. Check the duration of the show.",
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      "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check the location.",
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      "goal": "Open TodayTix. Search \"Hamilton\". Set the date to June 1st. Set the ticket number to 2 at 7:00PM and proceed. What is the highest price and what is the lowest price?",
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          "goal": "Open TodayTix. Change city to \"Houston\". Select the first show on the list. What is the duration of the show?",
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          "split": "train"
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      "goal": "Open TodayTix. Choose \"New York\" as the city. Pick the first show on the list. What is the show duration?",
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      "goal": "Open TodayTix. Switch the city to \"Chicago\". Which is the first show on the home tab and are there any age restrictions?",
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      "goal": "Open TodayTix. Choose city as \"Los Angeles\", select the second show available. Check the minimum age requirement for the show, if any.",
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      "goal": "Open TodayTix. Search \"Hamilton\". Find out the duration of the show.",
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      "goal": "Open TodayTix. Search for \"The Lion King\". Check and note the show ratings. Add the show to your watchlist.",
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      "goal": "Open TodayTix. Change the city to \"New York\". List the top three lottery shows in the recommendations.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7309707403182983,
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"London\", select the first show in the first recommendation list. What is the genres of this show?",
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      "split": "train"
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      "goal": "Open TodayTix. Search \"Cats\". Add the show to watchlist. Look up the show\"s duration.",
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  {
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        "episode": {
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          "goal": "Open TodayTix. Search \"Lion King\" in New York. Specify the date as May 7th. Want 3 tickets. Proceed to check ticket prices range.",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open TodayTix. Search \"The Lion King\". Specify the date as September 26th. Want 3 tickets. Proceed to check ticket prices range.",
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      "split": "train"
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
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      "split": "train"
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          "split": "train"
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    ],
    "query": {
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      "goal": "Open TodayTix. Search \"West End\". Filter the shows under £50. What is the show name of the first result?",
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  {
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    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Search \"Hamilton\". Check if there is a lottery for discounted tickets available.",
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          "domain": "Entertainment",
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        },
        "similarity": 0.8389555215835571,
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    ],
    "query": {
      "episode_id": "2c017a317f7f4ee0b2ab36f43e478f0f",
      "goal": "Open TodayTix. Search \"Hamilton\". Specify the date as July 15th. Select 2 tickets. Proceed to check ticket availability.",
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      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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  {
    "app": "todaytix",
    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Search \"Wicked on Broadway\" in New York. Find out the reviews positive rate.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.704771101474762,
        "action_similarity": 0.7880995869636536,
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    ],
    "query": {
      "episode_id": "2155122872f445f8b0096f9153b89c1e",
      "goal": "Open TodayTix. Browse \"Broadway\" in category. Select the first recommendation. Read more about the show.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $100. What is the show name and time of the first result?",
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          "domain": "Entertainment",
          "split": "train"
        },
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    ],
    "query": {
      "episode_id": "4d6473b0bdb344ee89a1a57dd2e626f4",
      "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $49. What is the date for the second show on the list?",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8841053247451782,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8295724391937256,
    "avg_ui_similarity": 0.8889819106053378
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9517051577568054,
        "action_similarity": 0.6952512860298157,
        "ui_similarity": 0.9179839295029868
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    ],
    "query": {
      "episode_id": "374299b7264a468f9bbac64f6408f6b4",
      "goal": "Open TodayTix. Change the city to \"London\". Select the third show available. What is the seat selection options available on May 20th?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9517051577568054,
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    "split": "train",
    "avg_action_similarity": 0.6952512860298157,
    "avg_ui_similarity": 0.9179839295029868
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "1f4d4daacb6448fabe1db8faf0b9c7fc",
          "goal": "Open TodayTix. In \"Chicago\", choose the first show on the \"Home\" tab. What is the show duration?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8394269943237305,
        "action_similarity": 0.7453902959823608,
        "ui_similarity": 0.8703907467430192
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    ],
    "query": {
      "episode_id": "e3eea087e1c945dd96cffc949121aa61",
      "goal": "Open TodayTix. Search \"Chicago\". Look up the show\"s duration.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8394269943237305,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7453902959823608,
    "avg_ui_similarity": 0.8703907467430192
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "239b2383987e454d8deb6f41a643ad4e",
          "goal": "Open AquaMail. Open the application settings. Shift the theme of the app to \"Light Mode\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9875418543815613,
        "action_similarity": 0.9597485065460205,
        "ui_similarity": 0.9813627303186756
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    ],
    "query": {
      "episode_id": "51d11087edf34786a4ef3e5c07a8a117",
      "goal": "Open AquaMail. Change the theme of the app to \"Light Mode\" in the settings.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9875418543815613,
    "target_shot": 1,
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    "avg_action_similarity": 0.9597485065460205,
    "avg_ui_similarity": 0.9813627303186756
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8159494400024414,
        "action_similarity": 0.8278919458389282,
        "ui_similarity": 0.6521585920088582
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    ],
    "query": {
      "episode_id": "1cd3d309397a48b9bf191b8b90435246",
      "goal": "Open AquaMail. Delete the email from 'noreply@eventbrite.com' located in the inbox folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8159494400024414,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8278919458389282,
    "avg_ui_similarity": 0.6521585920088582
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8919610977172852,
        "action_similarity": 0.7881543040275574,
        "ui_similarity": 0.8906756190257972
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    ],
    "query": {
      "episode_id": "8f01bca3fddf4d92b8779cc9bd6b4f06",
      "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8919610977172852,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7881543040275574,
    "avg_ui_similarity": 0.8906756190257972
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8398623466491699,
        "action_similarity": 0.8544932007789612,
        "ui_similarity": 0.7486829198349044
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    ],
    "query": {
      "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
      "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8398623466491699,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8544932007789612,
    "avg_ui_similarity": 0.7486829198349044
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.869866132736206,
        "action_similarity": 0.9409177303314209,
        "ui_similarity": 0.9559158167689067
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    ],
    "query": {
      "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
      "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.869866132736206,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9409177303314209,
    "avg_ui_similarity": 0.9559158167689067
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7973459362983704,
        "action_similarity": 0.7312462329864502,
        "ui_similarity": 0.7291002731216334
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    ],
    "query": {
      "episode_id": "3dae0c27e9d04867b4f09cc4ecccc352",
      "goal": "Open AquaMail. Check the email in the 'Spam' folder. If there is any email from 'Bank of America', move it to the 'Inbox' folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7973459362983704,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7312462329864502,
    "avg_ui_similarity": 0.7291002731216334
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.869866132736206,
        "action_similarity": 0.9409177303314209,
        "ui_similarity": 0.9559158167689077
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    ],
    "query": {
      "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
      "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.869866132736206,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9409177303314209,
    "avg_ui_similarity": 0.9559158167689077
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "abc72d7868d94e3a88b0ded69b28af5e",
          "goal": "Open AquaMail. Download and save the attachment file of the first email in the inbox on your device.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7910524010658264,
        "action_similarity": 0.9204449653625488,
        "ui_similarity": 0.8028976812426688
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    ],
    "query": {
      "episode_id": "c0064a8318ec496194c971134e124e77",
      "goal": "Open AquaMail. Download and save all attachments from the email with subject \"Project Files\" in the inbox on your device.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7910524010658264,
    "target_shot": 1,
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "51d11087edf34786a4ef3e5c07a8a117",
          "goal": "Open AquaMail. Change the theme of the app to \"Light Mode\" in the settings.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9875418543815613,
        "action_similarity": 0.9597485065460205,
        "ui_similarity": 0.9813627303186763
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    ],
    "query": {
      "episode_id": "239b2383987e454d8deb6f41a643ad4e",
      "goal": "Open AquaMail. Open the application settings. Shift the theme of the app to \"Light Mode\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9875418543815613,
    "target_shot": 1,
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    "avg_action_similarity": 0.9597485065460205,
    "avg_ui_similarity": 0.9813627303186763
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "3b1c451c27b4470fb31cd7f9427bd245",
          "goal": "Open AquaMail. Reply to the latest email with 'See you at 5 PM tomorrow'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6740279793739319,
        "action_similarity": 0.6391093134880066,
        "ui_similarity": 0.9572594248666251
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    ],
    "query": {
      "episode_id": "bbe4aa895cfd45a88548b777b7334d5e",
      "goal": "Open AquaMail. Compose a new email to 'info@farfetch.com' with the subject 'Order Inquiry' and body 'I would like to know about my order status.' You can attach a screenshot from your gallery.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6740279793739319,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6391093134880066,
    "avg_ui_similarity": 0.9572594248666251
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8778684139251709,
        "action_similarity": 0.9164484143257141,
        "ui_similarity": 0.6828285382403996
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    ],
    "query": {
      "episode_id": "d697af43c2ad451d8db1589b11d4f9ff",
      "goal": "Open AquaMail. From the Spam mailbox, move any email containing \"Comfortable\" in the subject back to the Inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8778684139251709,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9164484143257141,
    "avg_ui_similarity": 0.6828285382403996
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c0064a8318ec496194c971134e124e77",
          "goal": "Open AquaMail. Download and save all attachments from the email with subject \"Project Files\" in the inbox on your device.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.791052520275116,
        "action_similarity": 0.9204449653625488,
        "ui_similarity": 0.8028976812426688
      }
    ],
    "query": {
      "episode_id": "abc72d7868d94e3a88b0ded69b28af5e",
      "goal": "Open AquaMail. Download and save the attachment file of the first email in the inbox on your device.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.791052520275116,
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
          "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8137384653091431,
        "action_similarity": 0.7997493743896484,
        "ui_similarity": 0.5156021754504333
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    ],
    "query": {
      "episode_id": "517a863a9ee24872893523aa6f6b497f",
      "goal": "Open AquaMail. Search emails from sender \"MyBank’. List all emails from the past 30 days.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8137384653091431,
    "target_shot": 1,
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    "avg_action_similarity": 0.7997493743896484,
    "avg_ui_similarity": 0.5156021754504333
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "7c7bc100c79f46e0b8539ccba8a6fdb1",
          "goal": "Open AquaMail. Enable the Text to speech feature for incoming emails",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9452273845672607,
        "action_similarity": 0.9637300968170166,
        "ui_similarity": 0.8718770460622854
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    ],
    "query": {
      "episode_id": "c2d59dbabef04b4ca53f5a9752bd80d0",
      "goal": "Open AquaMail. Activate text-to-speech feature for new incoming emails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9452273845672607,
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    "split": "train",
    "avg_action_similarity": 0.9637300968170166,
    "avg_ui_similarity": 0.8718770460622854
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "a4d34e4bd31f4fe8888dce5b91ba4877",
          "goal": "Open AquaMail. Compose a new email to \"jessica@example.com\" with the subject \"Project Update\" using bold and Calibri formatting.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7415403127670288,
        "action_similarity": 0.9181700348854065,
        "ui_similarity": 0.9510332211956003
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    ],
    "query": {
      "episode_id": "9f407c4f51b540d29c4be067fcb9f165",
      "goal": "Open AquaMail. In the rich text editor, compose a new email with the following content in bold and calibri font: \"Urgent: Project Deadline has been preponed to next Monday.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7415403127670288,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9181700348854065,
    "avg_ui_similarity": 0.9510332211956003
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "a811f7521eb641b19d479f594fd5448b",
          "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7390618920326233,
        "action_similarity": 0.7182825207710266,
        "ui_similarity": 0.7756235270000784
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    ],
    "query": {
      "episode_id": "f5b78b2e88594b3a80de7667a9e2cdad",
      "goal": "Open AquaMail. Reply to the first email from Quora with content 'Noted and Understood.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7390618920326233,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7182825207710266,
    "avg_ui_similarity": 0.7756235270000784
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9542900323867798,
        "action_similarity": 0.9858912229537964,
        "ui_similarity": 0.8274539021273396
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    ],
    "query": {
      "episode_id": "f1e67c8403c845d2a029331a5671e15c",
      "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9542900323867798,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9858912229537964,
    "avg_ui_similarity": 0.8274539021273396
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7355917096138,
        "action_similarity": 0.7410271167755127,
        "ui_similarity": 0.7550613914607556
      }
    ],
    "query": {
      "episode_id": "bcf8d5066f3544349fa69f1cb855fe0c",
      "goal": "Open AquaMail. Using the rich text editor, draft an email with a bullet list and an embedded image. Save it as draft.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7355917096138,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7410271167755127,
    "avg_ui_similarity": 0.7550613914607556
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "d697af43c2ad451d8db1589b11d4f9ff",
          "goal": "Open AquaMail. From the Spam mailbox, move any email containing \"Comfortable\" in the subject back to the Inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8190022706985474,
        "action_similarity": 0.8966574668884277,
        "ui_similarity": 0.8541599577624515
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    ],
    "query": {
      "episode_id": "ab93a064f49447a6a6e8bbeebd2af193",
      "goal": "Open AquaMail. From the Spam mailbox, move all emails containing 'Wish' in subject back to the Inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8190022706985474,
    "target_shot": 1,
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    "avg_action_similarity": 0.8966574668884277,
    "avg_ui_similarity": 0.8541599577624515
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c31bcafc2faf42d592e6a49932ed19de",
          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6847490072250366,
        "action_similarity": 0.6372343301773071,
        "ui_similarity": 0.7838601143638103
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    ],
    "query": {
      "episode_id": "6153984d0f914a6983190dec378ced7a",
      "goal": "Open AquaMail. Go to 'Settings'. Disable the push notification feature for new mails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6847490072250366,
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    "avg_action_similarity": 0.6372343301773071,
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7646097540855408,
        "action_similarity": 0.9371688961982727,
        "ui_similarity": 0.9334704441605376
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    ],
    "query": {
      "episode_id": "9f41051519d946b5aa97b9d8dfbde4d2",
      "goal": "Open AquaMail. Compose and send an email to testautomation003@gmail.com with the subject 'Follow-up' and body content 'Hi, it was nice to meet you. Looking forward to our next meeting.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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    "avg_similarity": 0.7646097540855408,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9371688961982727,
    "avg_ui_similarity": 0.9334704441605376
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7723338603973389,
        "action_similarity": 0.5865329504013062,
        "ui_similarity": 0.9047345904322803
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    ],
    "query": {
      "episode_id": "cbcb0041e90b42ff9ed95b1ae8b11976",
      "goal": "Open AquaMail. Compose a new email to \"test.mail@icloud.com\" with the subject \"Invoice Details\" and the content: \"Hello, Please find attached the invoice for the services.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7723338603973389,
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6573504209518433,
        "action_similarity": 0.8026922345161438,
        "ui_similarity": 0.04315954418523294
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    ],
    "query": {
      "episode_id": "92a1eb272780434aabda55c9e35bb85b",
      "goal": "Open AquaMail. Use the search feature to find the email with subject 'shop'. Star the email for future reference",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6573504209518433,
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    "avg_action_similarity": 0.8026922345161438,
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.866047739982605,
        "action_similarity": 0.8361383080482483,
        "ui_similarity": 0.9818831758899951
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    ],
    "query": {
      "episode_id": "25762dfd2d1b4fd9b53607e2ed27695c",
      "goal": "Open AquaMail. Navigate to your \"Drafts\" folder and discard the latest draft email.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.866047739982605,
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    "avg_action_similarity": 0.8361383080482483,
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9139695167541504,
        "action_similarity": 0.9781174659729004,
        "ui_similarity": 0.988661006912946
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    "query": {
      "episode_id": "017215ee16724e4fba9a493a7f9c0daa",
      "goal": "Open AquaMail. Customize theme of the mail app to \"Dark\" mode",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9139695167541504,
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  {
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        "episode": {
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          "goal": "Open AquaMail. Compose a new email to 'johndoe@example.com'. The subject is 'Meeting Reminder'. The content is 'Don't forget about our meeting tomorrow at 10 AM'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7410403490066528,
        "action_similarity": 0.8903841972351074,
        "ui_similarity": 0.8322792557550426
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    "query": {
      "episode_id": "4f4e44dd02764a5888e9d9a0cab93a96",
      "goal": "Open AquaMail. Send an email to john.smith@gmail.com with the subject \"Reminder\" and the body \"This email is to remind you about the upcoming webinar.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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  {
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    "support": [
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        "episode": {
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          "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8677445650100708,
        "action_similarity": 0.6422573328018188,
        "ui_similarity": 0.7928044712960773
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    "query": {
      "episode_id": "fae32c5a988948bdb977e388ee022716",
      "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8677445650100708,
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  {
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      {
        "episode": {
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          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7087226510047913,
        "action_similarity": 0.5993674993515015,
        "ui_similarity": 0.9342934772123707
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    ],
    "query": {
      "episode_id": "9eb96f6553ef47a6890cfd80034dc3cf",
      "goal": "Open AquaMail. Forward the last received email from \"googlemail.com\" to supervisor@office.com.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7087226510047913,
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    "split": "train",
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7381018996238708,
        "action_similarity": 0.5438756942749023,
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    "query": {
      "episode_id": "164c858f8f9c4c638a8de27dcbca7d45",
      "goal": "Open AquaMail. Move the first email from 'Quora' to a new folder named 'Work1'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7381018996238708,
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    "split": "train",
    "avg_action_similarity": 0.5438756942749023,
    "avg_ui_similarity": 0.7493635968569164
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  {
    "app": "aquamail",
    "support": [
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        "episode": {
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          "goal": "Open AquaMail. Using the search bar, find all emails containing the word 'newsletter'. Move them to spam.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8090429902076721,
        "action_similarity": 0.728873610496521,
        "ui_similarity": 0.8461320721422637
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    ],
    "query": {
      "episode_id": "b9cb7b1a68584a3b8117bb721ed55c9d",
      "goal": "Open AquaMail. Search the inbox for emails containing the word \"newsletter\", select them all and move them to a newly created folder named \"Newsletters\".",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
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  {
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        "episode": {
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          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7509289979934692,
        "action_similarity": 0.6465780735015869,
        "ui_similarity": 0.8612307009892739
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    ],
    "query": {
      "episode_id": "2a0d9f73a06d4bc7a6d2637d97ed7313",
      "goal": "Open AquaMail. Search emails that contain \"Confirmation\". Mark the fifth one as starred.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7509289979934692,
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  {
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        "episode": {
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          "goal": "Open AquaMail. Change the theme to dark theme under settings.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9164700508117676,
        "action_similarity": 0.9707377552986145,
        "ui_similarity": 0.8872047074189218
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    ],
    "query": {
      "episode_id": "029ce357ee4540ba8d59ca6f975597d3",
      "goal": "Open AquaMail. Change the theme of the message widgets to \"Dark Mode\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9164700508117676,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.872663140296936,
        "action_similarity": 0.8081787824630737,
        "ui_similarity": 0.9348439462437799
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    ],
    "query": {
      "episode_id": "9c76d5c62a7642229d9240dff5e9fa01",
      "goal": "Open AquaMail. Use the search function to find all emails containing 'Invoice' in the subject. Then, move these emails to a new folder named 'Work1' you've created.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
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  {
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        "episode": {
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          "goal": "Open AquaMail. Navigate to your \"Drafts\" folder and discard the latest draft email.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
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        "action_similarity": 0.8361383080482483,
        "ui_similarity": 0.981883175889996
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    ],
    "query": {
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      "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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  {
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        "episode": {
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          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8100223541259766,
        "action_similarity": 0.7690830230712891,
        "ui_similarity": 0.8851128348826366
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    ],
    "query": {
      "episode_id": "3b1c451c27b4470fb31cd7f9427bd245",
      "goal": "Open AquaMail. Reply to the latest email with 'See you at 5 PM tomorrow'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
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  {
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        "episode": {
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          "goal": "Open AquaMail. Send an email to \"testappium002@gmail.com\" with subject \"Test Email\" and write \"this is a test email\" in main content.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8214874863624573,
        "action_similarity": 0.961868941783905,
        "ui_similarity": 0.5126512640747628
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    ],
    "query": {
      "episode_id": "fb1043ae8bcb42f99d4a1ca97f89613e",
      "goal": "Open AquaMail. Send a test email to yourself, with subject 'Test' and body 'This is a test email'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8214874863624573,
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    "split": "train",
    "avg_action_similarity": 0.961868941783905,
    "avg_ui_similarity": 0.5126512640747628
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8967919945716858,
        "action_similarity": 0.9027329087257385,
        "ui_similarity": 0.8973345958723219
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    ],
    "query": {
      "episode_id": "66caa2b2bbce48c8ad7efb6b2e41e47f",
      "goal": "Open AquaMail. Search for emails with the keyword 'Invoice' and sort them by date.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8967919945716858,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9027329087257385,
    "avg_ui_similarity": 0.8973345958723219
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "c2d59dbabef04b4ca53f5a9752bd80d0",
          "goal": "Open AquaMail. Activate text-to-speech feature for new incoming emails.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9432675838470459,
        "action_similarity": 0.9536434412002563,
        "ui_similarity": 0.8313846666231596
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    ],
    "query": {
      "episode_id": "51bed100a253434faefed6bf221e87d3",
      "goal": "Open AquaMail. Use the app settings to activate the text-to-speech widget for new incoming emails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9432675838470459,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9536434412002563,
    "avg_ui_similarity": 0.8313846666231596
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bbfecb5913f24c60b99f56ccf3f2f055",
          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9699602127075195,
        "action_similarity": 0.8647585511207581,
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    "query": {
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      "goal": "Open AquaMail. Archive all the emails from the sender 'testappium002@gmail.com'.",
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    "query": {
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      "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
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  {
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    "query": {
      "episode_id": "823c7f57630946359e7da7a4a7afc4d6",
      "goal": "Open AquaMail. Flag the second email in the 'Work1' folder. Sort the Sent folder by stared emails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7149103283882141,
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    "avg_action_similarity": 0.6955747604370117,
    "avg_ui_similarity": 0.6975172702185928
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7517796754837036,
        "action_similarity": 0.5023465752601624,
        "ui_similarity": 0.25885118144068564
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    "query": {
      "episode_id": "bffe6ce307124ee79201aa9c32dc1cf3",
      "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7517796754837036,
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    "avg_action_similarity": 0.5023465752601624,
    "avg_ui_similarity": 0.25885118144068564
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7476986646652222,
        "action_similarity": 0.8801374435424805,
        "ui_similarity": 0.9580651921419114
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    ],
    "query": {
      "episode_id": "a4d34e4bd31f4fe8888dce5b91ba4877",
      "goal": "Open AquaMail. Compose a new email to \"jessica@example.com\" with the subject \"Project Update\" using bold and Calibri formatting.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open AquaMail. Delete the second email in inbox. And reply the third email with content \"Got it!\"",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
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        "ui_similarity": 0.9514726935693257
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    "query": {
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      "goal": "Open AquaMail. Read the second email in inbox, then move it to the starred folder.",
      "detected_app": "aquamail",
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      "split": "train"
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  {
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      {
        "episode": {
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          "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
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          "split": "train"
        },
        "similarity": 0.8919612169265747,
        "action_similarity": 0.7881543040275574,
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    "query": {
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      "goal": "Open AquaMail. Delete the last three emails in the inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
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        "action_similarity": 0.9171367883682251,
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    "query": {
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      "goal": "Open AquaMail. Using the rich text editor, draft a new email to 'contact@gmx.com' with subject 'App Feedback' with bold and Georgia formatting.",
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      "domain": "Productivity & Tools",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open AquaMail. Search for emails with the keyword 'Invoice' and sort them by date.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8594160676002502,
        "action_similarity": 0.9544057846069336,
        "ui_similarity": 0.8231411823276404
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    "query": {
      "episode_id": "e77e13bf162246cead8368e06ba60064",
      "goal": "Open AquaMail. Use \"Invoice Due\" as a keyword to search your emails, and order the results from newest to oldest.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8594160676002502,
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  {
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        "episode": {
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          "goal": "Open AquaMail. Reply to the latest email with 'See you at 5 PM tomorrow'.",
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          "split": "train"
        },
        "similarity": 0.8100223541259766,
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    "query": {
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      "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
      "detected_app": "aquamail",
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  {
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          "split": "train"
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        "similarity": 0.795178234577179,
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    "query": {
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      "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
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  {
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        "episode": {
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          "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7539458870887756,
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      "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is 'Meeting Agenda'. The main content is 'Attached is the agenda for tomorrow's meeting.'",
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      "domain": "Productivity & Tools",
      "split": "train"
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    "split": "train",
    "avg_action_similarity": 0.935219407081604,
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  {
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    "support": [
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        "episode": {
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          "split": "train"
        },
        "similarity": 0.7549403309822083,
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    "query": {
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      "goal": "Open AquaMail. Select the lastest email from \"Quora\" and flag it. Then filter the inbox by flagged emails. Show the sender address of the first email.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
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  {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"newsletter\", select them all and move them to a newly created folder named \"Newsletters\".",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8090429902076721,
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    "query": {
      "episode_id": "65eba20bd9e848fb8741550cf48584b1",
      "goal": "Open AquaMail. Using the search bar, find all emails containing the word 'newsletter'. Move them to spam.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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  {
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        "episode": {
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          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.791008710861206,
        "action_similarity": 0.9419932961463928,
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    "query": {
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      "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
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  {
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        "episode": {
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          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9783340096473694,
        "action_similarity": 0.9801349639892578,
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    ],
    "query": {
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      "goal": "Open AquaMail. Change the theme of the app to dark mode.",
      "detected_app": "aquamail",
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  {
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        "episode": {
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          "goal": "Open AquaMail. Archive all the emails from the sender 'testappium002@gmail.com'.",
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          "split": "train"
        },
        "similarity": 0.9886502027511597,
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    "query": {
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      "goal": "Open AquaMail. Archive all emails from the sender \"testappiumoo2@gmail.com\".",
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  {
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          "split": "train"
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    "query": {
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      "goal": "Open AquaMail. Search for emails from 'Quora', then mark all the search results as stared.",
      "detected_app": "aquamail",
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      "split": "train"
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  {
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        "episode": {
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          "split": "train"
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    "query": {
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      "goal": "Open AquaMail. Create a 'Social' folder in the app.",
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  {
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        "episode": {
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          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to deleted.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9699602127075195,
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    "query": {
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      "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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  {
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        "episode": {
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          "domain": "Productivity & Tools",
          "split": "train"
        },
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    ],
    "query": {
      "episode_id": "47b4dfbfc9eb49d7bbaf65a62ac0cf2e",
      "goal": "Open AquaMail. Select all emails from 'mail.aliexpress.com', then move them into Spam mailbox.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
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  {
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9783340096473694,
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        "ui_similarity": 0.93710689723409
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    ],
    "query": {
      "episode_id": "321e18f398fe4cc7b45e8285cce2bb06",
      "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search emails from sender \"MyBank’. List all emails from the past 30 days.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8137384653091431,
        "action_similarity": 0.7997493743896484,
        "ui_similarity": 0.5156021754504331
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    ],
    "query": {
      "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
      "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8137384653091431,
    "target_shot": 1,
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    "avg_action_similarity": 0.7997493743896484,
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  {
    "app": "aquamail",
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        "episode": {
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
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          "domain": "Productivity & Tools",
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      "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
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      "domain": "Productivity & Tools",
      "split": "train"
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  {
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    "query": {
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      "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
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      "split": "train"
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        "episode": {
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          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
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      "goal": "Open AquaMail. Search for emails containing the word 'Meeting'. Mark all as read.",
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        "similarity": 0.8677445650100708,
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    "query": {
      "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
      "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
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        "episode": {
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          "domain": "Productivity & Tools",
          "split": "train"
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      "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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  {
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        "episode": {
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      "goal": "Open AquaMail. In settings, sync the emails only when connected to Wi-Fi.",
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  {
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      "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Fashion\" category and view the recommended events. See the date of the first play and its venue.",
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        "episode": {
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    "query": {
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      "goal": "Open Eventbrite. Search Music event in New York. Select the first one. Record its location and time in Google Keep Notes. Add it to Favorites.",
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      "domain": "Entertainment",
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          "domain": "Entertainment",
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    "query": {
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      "goal": "Open Eventbrite. Set time to tomorrow. Clear all search filters. Select the third one in New York. Record its location and time in Google Keep Notes. Add it to Favorites.",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to San Francisco. Filter for events occurring between May 1st and May 15th under the category 'Music'. Select the first event and check the pricing options available.",
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      "goal": "Open Eventbrite. Set the city to 'San Francisco'. Search 'Outdoor'. Select an event starting after 5 PM. Check the ticket price.",
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        "episode": {
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          "split": "train"
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    "query": {
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      "goal": "Open Eventbrite. Check out 'Sports' events. Apply filters for events happening this week. Select the first event. Check similar events and add the first similar event to favorite.",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open Eventbrite. Look up \"Gardening\" events. Filter by events happening this week. Select the first event from the results. Follow the organizer and where is the event?",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open Eventbrite. Look up \"Animal\" events. Filter by events happening next week. Select the first event - who is the organizer?",
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      "domain": "Entertainment",
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open Eventbrite. Set the city to \"Los Angeles\". Look for Photography workshops happening next week. What is the price of the tickets for first non-promoted event?",
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      "domain": "Entertainment",
      "split": "train"
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    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Search Online free events. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6889394521713257,
        "action_similarity": 0.7790995836257935,
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    "query": {
      "episode_id": "ee1eef38e6e94342b57a272493366950",
      "goal": "Open Eventbrite. Open \"Fashion\" category. Apply filter for free events. From the list, select the first non-promoted event and add it to your favorites.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "eventbrite",
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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        "action_similarity": 0.6738800406455994,
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    "query": {
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      "goal": "Open Eventbrite. Explore local events scheduled for this weekend. Select the first event from the 'Science' category. Read details of the event.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Search for events by 'Music' under online events. Choose the second event in the list. Get the event's duration information.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7333594560623169,
        "action_similarity": 0.8026862740516663,
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    "query": {
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      "goal": "Open Eventbrite. Search for \"Music\". Filter only free events. Choose the first event. When is the date and timing?",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7333594560623169,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Search for 'music festival' in San Francisco. Set date available from April 30 to May 3. How many events are listed?",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6415240168571472,
        "action_similarity": 0.8506422638893127,
        "ui_similarity": 0.9914055315596892
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    ],
    "query": {
      "episode_id": "892383ad791c46b6aa65c632ee882bf0",
      "goal": "Open Eventbrite. Search for online \"Music\" events happening next weekend.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6415240168571472,
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Search for 'food and drink' events. Follow the organizer of the first event in listing.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7253774404525757,
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        "ui_similarity": 0.9007582477300321
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    "query": {
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      "goal": "Open Eventbrite. Search Food & Drink party event in New York. Select the first one that is not promoted. Follow the organizer. Share to google keep notes.",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
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    "app": "eventbrite",
    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Search events 'Yoga session' in New York. Filter free events and set date from May 3 to May 6. What is the location of the first promoted event?",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6202132105827332,
        "action_similarity": 0.6909539699554443,
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    ],
    "query": {
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      "goal": "Open Eventbrite. Search for 'coding workshop'. Sort the results by date. Where is the location of the soonest event that is not promoted?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.6202132105827332,
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
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          "goal": "Open Eventbrite. Search Music event in New York. Select the first one. Record its location and time in Google Keep Notes. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7279489040374756,
        "action_similarity": 0.8676856756210327,
        "ui_similarity": 0.98962963374762
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    ],
    "query": {
      "episode_id": "80babd0c0d294f03bca3ebb1c46a8a8d",
      "goal": "Open Eventbrite. Search Art event in New York. Select the second one. Record its location and time in Google Keep Notes. Follow the organizer.",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7279489040374756,
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      "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Sports\" category and view the recommended events. See the date of the first non-promoted event.",
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      "episode_id": "a000d46f79aa496285f402081a942bc7",
      "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_similarity": 0.8024092316627502,
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    "split": "train",
    "avg_action_similarity": 0.9205489158630371,
    "avg_ui_similarity": 0.9108802814723508
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Within the \"Home & Living\" category, locate the \"Kitchen & Dining\" section. Arrange by relevance. Select any item and quantity 2. Add to cart and compare total price in cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7232046127319336,
        "action_similarity": 0.807054877281189,
        "ui_similarity": 0.8660823572413298
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    "query": {
      "episode_id": "c76e287207a04d04b0c7ca7a8ab2e890",
      "goal": "Open Etsy. In the 'Home & Living' section, look for 'Kitchen storage'. Filter items priced under $25. Choose any item, read through item details, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_similarity": 0.7232046127319336,
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    "avg_action_similarity": 0.807054877281189,
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "bfdaf347b3364e2885447f59b02ef091",
          "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7190802097320557,
        "action_similarity": 0.8394327759742737,
        "ui_similarity": 0.6314659058219912
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    "query": {
      "episode_id": "9d91002a51f14da784aedc84096fd593",
      "goal": "Open Etsy. Explore \"Personalized recommendations\" for \"Knitted Goods\". Follow the first shop listed. Add three desirable items from the shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Perform a general search for \"Children\"s Books\". Set price between \"$5\" and \"$25\". Sort results by recent. Choose a book with at least 10 reviews, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "action_similarity": 0.9539649486541748,
        "ui_similarity": 0.9359290425993448
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    "query": {
      "episode_id": "86e7db3dbde3418cb1bd673d3a635f72",
      "goal": "Open Etsy. Perform a general search for \"Teen\"s Books\". Set price between \"$7\" and \"$30\". Sort results by relevance. Choose a book with at least 12 reviews, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_similarity": 0.8887577652931213,
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    "avg_action_similarity": 0.9539649486541748,
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Using 'Recently viewed' feature, select first shop that sells 'Vintage Watches'. Select an item from the shop and check the shipping details.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8485537171363831,
        "action_similarity": 0.6648936867713928,
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      "episode_id": "5538c9bd2d16415787349c23a9aabb2e",
      "goal": "Open Etsy. Under the \"Vintage\" category, find Vintage Watches. Browse the first 15 items. Select the 7th item. Add to favorites. Read the seller\"s history. Add to cart if it ships to \"USA\".",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8485537171363831,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6648936867713928,
    "avg_ui_similarity": 0.8300582735002374
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Posters\". Save top two items from this shop to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.70860755443573,
        "action_similarity": 0.864014744758606,
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    "query": {
      "episode_id": "6ddd8f75ecd24c66a5e253f673693e0a",
      "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Furniture\". Save top three items from this shop to wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.70860755443573,
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    "split": "train",
    "avg_action_similarity": 0.864014744758606,
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Search \"Shirt\". Set price between \"$50\" and \"$150\". Sort results by most recent. Filter free shipping. Select the first item that is not an ad. Check return policy. Choose any color and size M. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6194707751274109,
        "action_similarity": 0.925809919834137,
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    "query": {
      "episode_id": "22acf46cab80443bb7735f89ef91faf4",
      "goal": "Open Etsy. Search \"Coffee mugs\". Set price between \"$5\" and \"$20\". Sort results by highest price. Filter options that ships to the United States. Select the third item that is not an ad. Check seller\"s rating. Add it to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.6194707751274109,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.925809919834137,
    "avg_ui_similarity": 0.6745144739775788
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  {
    "app": "etsy",
    "support": [
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        "episode": {
          "episode_id": "ae35990437c640668d506454eeb6b047",
          "goal": "Open Etsy. Check Cart for total price after updating quantities of any single item to 5.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8330502510070801,
        "action_similarity": 0.8373737335205078,
        "ui_similarity": 0.8043684177456664
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    ],
    "query": {
      "episode_id": "a0d751e159da4d6d99c9c9ae2c65f2da",
      "goal": "Open Etsy. Check Cart for total price after updating quantities of any single item to 3.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7478685975074768,
        "action_similarity": 0.8656027913093567,
        "ui_similarity": 0.7753851342482719
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    "query": {
      "episode_id": "3d6dbefb230f4fb8841354eb1d6829af",
      "goal": "Open Etsy. Search 'Womens Vintage clothing' in the search bar. Set price range $30-$70. Sort by relevance. Choose the third item, select available color, save it to the wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7478685975074768,
    "target_shot": 1,
    "split": "train",
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    "avg_ui_similarity": 0.7753851342482719
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  {
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        "episode": {
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          "goal": "Open Etsy. In the 'Home & Living' section, look for 'Kitchen storage'. Filter items priced under $25. Choose any item, read through item details, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
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        "action_similarity": 0.8540370464324951,
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    "query": {
      "episode_id": "dd526be2d0174183bda23fc15bda9e79",
      "goal": "Open Etsy. Search \"Bath Accessories\". Limit price to \"$10\" and \"$40\". Sort by highest relevance. Select the fourth product that has at least 25 reviews, ensure it ships to \"France\". Add to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Open cart, decrease the quantity of the first item to 1. Look for any applicable discount codes. What is the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8959551453590393,
        "action_similarity": 0.8628287315368652,
        "ui_similarity": 0.600720083989857
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    ],
    "query": {
      "episode_id": "52243138263d41a580c468d90bf020ed",
      "goal": "Open Etsy. Open cart, adjust quantity of the first item to 3. Check for any applicable discount codes. What's the total price now?",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8959551453590393,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8628287315368652,
    "avg_ui_similarity": 0.600720083989857
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Open cart, decrease the quantity of the first item to 1. Look for any applicable discount codes. What is the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8444599509239197,
        "action_similarity": 0.9478694796562195,
        "ui_similarity": 0.8397340425573825
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    ],
    "query": {
      "episode_id": "a74928d8db8a466b8fefead6eab3ba08",
      "goal": "Open Etsy. In the cart, change the first item number to 2. What is the total price in cart?",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8444599509239197,
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    "split": "train",
    "avg_action_similarity": 0.9478694796562195,
    "avg_ui_similarity": 0.8397340425573825
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7982441782951355,
        "action_similarity": 0.7533295154571533,
        "ui_similarity": 0.8736102807041038
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    ],
    "query": {
      "episode_id": "9ed0db1841c84a07860108407fe544ef",
      "goal": "Open Etsy. On the \"Craft Supplies & Tools\" tab, select \"Sewing & Fiber\". Sort by relevance. Choose a item. Add to cart. Check total price.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7982441782951355,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7533295154571533,
    "avg_ui_similarity": 0.8736102807041038
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Search \"Summer Dresses\". Set the price range between \"$30\" and \"$80\". Sort the results by lowest price. Choose the third item. Analyze the item specifications. Select size \"S\" if possible. Add the item to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8036316633224487,
        "action_similarity": 0.6623871326446533,
        "ui_similarity": 0.792135397092049
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    ],
    "query": {
      "episode_id": "a6d3ebe7e3934beebb5a70285d97aa0f",
      "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8036316633224487,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6623871326446533,
    "avg_ui_similarity": 0.792135397092049
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
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          "goal": "Open Etsy. Search \"Handmade Necklace\". Set price between \"$15\" and \"$70\". Sort by most recent. Pick the third product that has more than 30 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8833659291267395,
        "action_similarity": 0.8926277160644531,
        "ui_similarity": 0.9669079538408687
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    ],
    "query": {
      "episode_id": "0871d604a2b442729e015d6ba2c39a5d",
      "goal": "Open Etsy. Search \"Handmade Bracelet\". Set price between \"$10\" and \"$50\". Sort by relevance. Pick the second product that has more than 25 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8833659291267395,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8926277160644531,
    "avg_ui_similarity": 0.9669079538408687
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7526358962059021,
        "action_similarity": 0.7443272471427917,
        "ui_similarity": 0.7975425687030492
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    ],
    "query": {
      "episode_id": "b40df5cc66774ed9926212a8aa955748",
      "goal": "Open Etsy. Look up \"Art & Collections\". Find \"Drawings\" under \"$100\". Add top 2 items from the results to the cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7526358962059021,
    "target_shot": 1,
    "split": "train",
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7265127301216125,
        "action_similarity": 0.9147889018058777,
        "ui_similarity": 0.823661464274694
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    ],
    "query": {
      "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
      "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7265127301216125,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9147889018058777,
    "avg_ui_similarity": 0.823661464274694
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7461005449295044,
        "action_similarity": 0.7585937976837158,
        "ui_similarity": 0.9062291738541939
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    ],
    "query": {
      "episode_id": "575bb9ac6f1c4ae4a45dab903f556057",
      "goal": "Open Etsy. Go to \"Clothing\" category. Search for \"Men\"s Jeans\". Set price between \"$40\" and \"$200\". Sort by highest price. Choose a pair. Check seller\"s shipping and return policy. Add jeans to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7461005449295044,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7585937976837158,
    "avg_ui_similarity": 0.9062291738541939
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "d71914aec8f442c0b9272d47f49b25f5",
          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to find new shops. Follow the second shop that primarily sells \"Handmade Jewelry\". Add two items from this shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7741402983665466,
        "action_similarity": 0.876081645488739,
        "ui_similarity": 0.7703221510206997
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    ],
    "query": {
      "episode_id": "bfdaf347b3364e2885447f59b02ef091",
      "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7741402983665466,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.876081645488739,
    "avg_ui_similarity": 0.7703221510206997
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
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          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8414880037307739,
        "action_similarity": 0.742756724357605,
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    "query": {
      "episode_id": "d71914aec8f442c0b9272d47f49b25f5",
      "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to find new shops. Follow the second shop that primarily sells \"Handmade Jewelry\". Add two items from this shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8414880037307739,
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    "avg_action_similarity": 0.742756724357605,
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "0871d604a2b442729e015d6ba2c39a5d",
          "goal": "Open Etsy. Search \"Handmade Bracelet\". Set price between \"$10\" and \"$50\". Sort by relevance. Pick the second product that has more than 25 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8833659291267395,
        "action_similarity": 0.8926277160644531,
        "ui_similarity": 0.9669079538408694
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    ],
    "query": {
      "episode_id": "a0e19564670c4359af333d39a18df42c",
      "goal": "Open Etsy. Search \"Handmade Necklace\". Set price between \"$15\" and \"$70\". Sort by most recent. Pick the third product that has more than 30 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_similarity": 0.8833659291267395,
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    "avg_action_similarity": 0.8926277160644531,
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "5538c9bd2d16415787349c23a9aabb2e",
          "goal": "Open Etsy. Under the \"Vintage\" category, find Vintage Watches. Browse the first 15 items. Select the 7th item. Add to favorites. Read the seller\"s history. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.623112678527832,
        "action_similarity": 0.8879919052124023,
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    "query": {
      "episode_id": "4ef710cc306a45f5b75cd74bde305792",
      "goal": "Open Etsy. Find Vintage Anklets. Browse first 20 items. Select 8th item. Add to wishlist. Check the delivery policy. Go to seller\"s page. Read about seller\"s introduction.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.623112678527832,
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    "avg_action_similarity": 0.8879919052124023,
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "52243138263d41a580c468d90bf020ed",
          "goal": "Open Etsy. Open cart, adjust quantity of the first item to 3. Check for any applicable discount codes. What's the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7335021495819092,
        "action_similarity": 0.6675034761428833,
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    "query": {
      "episode_id": "6cf1858f732c43dd9a119a1a71a0b7af",
      "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to discover new shops. Follow the third shop that primarily sells \"Vintage Books\". Add three items from this shop to the cart. What\"s the total price now?",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7335021495819092,
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    "avg_action_similarity": 0.6675034761428833,
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "6ddd8f75ecd24c66a5e253f673693e0a",
          "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Furniture\". Save top three items from this shop to wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.70860755443573,
        "action_similarity": 0.864014744758606,
        "ui_similarity": 0.6930339449348861
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    "query": {
      "episode_id": "46a29f3f9c8f4d61a606de099bd98280",
      "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Posters\". Save top two items from this shop to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.70860755443573,
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    "avg_action_similarity": 0.864014744758606,
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
          "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "action_similarity": 0.8529031276702881,
        "ui_similarity": 0.7658885371885207
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    "query": {
      "episode_id": "e34494c2a02c4d93a34f7a171d84c483",
      "goal": "Open Etsy. Go to 'Art & Collectibles' section. Search for 'Painting'. Browse by \"Watercolor\". Sort by latest. Select second item and add it to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.6830160021781921,
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    "split": "train",
    "avg_action_similarity": 0.8529031276702881,
    "avg_ui_similarity": 0.7658885371885207
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
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          "goal": "Open Etsy. On the \"Craft Supplies & Tools\" tab, select \"Sewing & Fiber\". Sort by relevance. Choose a item. Add to cart. Check total price.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7903540134429932,
        "action_similarity": 0.6869500279426575,
        "ui_similarity": 0.8661721946802491
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    "query": {
      "episode_id": "01b586369c9b4f3bbd9090eabaddcf17",
      "goal": "Open Etsy. Within the \"Home & Living\" category, locate the \"Kitchen & Dining\" section. Arrange by relevance. Select any item and quantity 2. Add to cart and compare total price in cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7903540134429932,
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    "split": "train",
    "avg_action_similarity": 0.6869500279426575,
    "avg_ui_similarity": 0.8661721946802491
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6455935835838318,
        "action_similarity": 0.8847315311431885,
        "ui_similarity": 0.6785282318990121
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    "query": {
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      "goal": "Open Etsy. In the \"Home & Living\" category, look for \"Home Decor\". Browse by \"Throw Pillows\". Limit price between \"$10\" and \"$70\". Sort by relevance. Select a decor item that ships from Turkey. Review the shipping policy before adding to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.6455935835838318,
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    "split": "train",
    "avg_action_similarity": 0.8847315311431885,
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6635478734970093,
        "action_similarity": 0.6079211831092834,
        "ui_similarity": 0.8164028282283396
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    "query": {
      "episode_id": "4179ae5cf8944885a82c38e29ba8fb26",
      "goal": "Open Etsy. Perform a general search for \"Men\"s Wallets\". Set price between \"$50\" and \"$100\". Sort results by relevance. Filter options that offer free shipping. Select a wallet in leather, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6635478734970093,
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    "split": "train",
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    "avg_ui_similarity": 0.8164028282283396
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. In the \"Home & Living\" category, look for \"Home Decor\". Browse by \"Throw Pillows\". Limit price between \"$10\" and \"$70\". Sort by relevance. Select a decor item that ships from Turkey. Review the shipping policy before adding to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6341491937637329,
        "action_similarity": 0.7365429401397705,
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    "query": {
      "episode_id": "5ee641582b704a9ea6b7f618c7bf082b",
      "goal": "Open Etsy. Browse 'Outdoor & Gardening' category in home & living. In outdoor decorations subsection, select the first product priced above '$100'. Read product description and customer reviews. If it's rated more than 4 stars, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
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    "avg_similarity": 0.6341491937637329,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7365429401397705,
    "avg_ui_similarity": 0.7553198451839243
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8024092316627502,
        "action_similarity": 0.9205489158630371,
        "ui_similarity": 0.910880281472351
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    ],
    "query": {
      "episode_id": "3623c66a0b0b4feab82d228108f8b9c6",
      "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8024092316627502,
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    "split": "train",
    "avg_action_similarity": 0.9205489158630371,
    "avg_ui_similarity": 0.910880281472351
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Search \"Summer Dresses\". Set the price range between \"$30\" and \"$80\". Sort the results by lowest price. Choose the third item. Analyze the item specifications. Select size \"S\" if possible. Add the item to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8687716722488403,
        "action_similarity": 0.8715989589691162,
        "ui_similarity": 0.8510405058668982
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    ],
    "query": {
      "episode_id": "23ab5957008740e693cdff2ad9c1371c",
      "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8687716722488403,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8715989589691162,
    "avg_ui_similarity": 0.8510405058668982
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8687716722488403,
        "action_similarity": 0.8715989589691162,
        "ui_similarity": 0.8510405058668976
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    ],
    "query": {
      "episode_id": "98716f49165f41c9acd5913e95c4d8c2",
      "goal": "Open Etsy. Search \"Summer Dresses\". Set the price range between \"$30\" and \"$80\". Sort the results by lowest price. Choose the third item. Analyze the item specifications. Select size \"S\" if possible. Add the item to the wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8687716722488403,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8715989589691162,
    "avg_ui_similarity": 0.8510405058668976
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. In the 'Home & Living' section, look for 'Kitchen storage'. Filter items priced under $25. Choose any item, read through item details, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6772831678390503,
        "action_similarity": 0.8746770620346069,
        "ui_similarity": 0.8572469595089499
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    ],
    "query": {
      "episode_id": "8a584063c32e4c9491238e6b77c0adfb",
      "goal": "Open Etsy. Search \"Kitchen Tableware\". Set price range between \"$20\" and \"$100\". Filter results by newest. Select the item that has neutral colours and add it to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6772831678390503,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8746770620346069,
    "avg_ui_similarity": 0.8572469595089499
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7951346039772034,
        "action_similarity": 0.9478757381439209,
        "ui_similarity": 0.7918332669058945
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    ],
    "query": {
      "episode_id": "df195550f8594ed799e0c812054557fe",
      "goal": "Open Etsy. Search for \"Formal Suits\". Set the price range between \"$120\" and \"$250\". Sort the results by relevance. Filter results by fast shipping. Select the first item and check its fabric details. Choose any color and size L. Add it to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7951346039772034,
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    "split": "train",
    "avg_action_similarity": 0.9478757381439209,
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8037464618682861,
        "action_similarity": 0.9379625916481018,
        "ui_similarity": 0.781443296103898
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    ],
    "query": {
      "episode_id": "9c8c5db120ee4323af4d266cc3d26169",
      "goal": "Open Etsy. Search \"Shirt\". Set price between \"$50\" and \"$150\". Sort results by most recent. Filter free shipping. Select the first item that is not an ad. Check return policy. Choose any color and size M. Add it to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8037464618682861,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9379625916481018,
    "avg_ui_similarity": 0.781443296103898
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  {
    "app": "etsy",
    "support": [
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        "episode": {
          "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
          "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6653188467025757,
        "action_similarity": 0.9046865701675415,
        "ui_similarity": 0.837880428487729
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    ],
    "query": {
      "episode_id": "43f1f72aa11c43ed8e6965d2581dd401",
      "goal": "Open Etsy. Browse \"Art & Collectibles\". Navigate to \"Paintings\". Filter by \"Watercolor\". Select any item. Check the return policy. Save to Wishlist. Go to seller shop. Check other items sold by same seller.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6653188467025757,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9046865701675415,
    "avg_ui_similarity": 0.837880428487729
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "52243138263d41a580c468d90bf020ed",
          "goal": "Open Etsy. Open cart, adjust quantity of the first item to 3. Check for any applicable discount codes. What's the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8959551453590393,
        "action_similarity": 0.8628287315368652,
        "ui_similarity": 0.6007200839898572
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    ],
    "query": {
      "episode_id": "799f7e1588134c78a0649afe7c28c4f2",
      "goal": "Open Etsy. Open cart, decrease the quantity of the first item to 1. Look for any applicable discount codes. What is the total price now?",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
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    "split": "train",
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  {
    "app": "etsy",
    "support": [
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    "query": {
      "episode_id": "5c3cd6f148c74f91abd98095a28dcd94",
      "goal": "Open Quora. Search \"Virtual Reality\". Set the filter to \"All\". Choose the third question. Sort the answers by \"Most Recent\".",
      "detected_app": "quora",
      "domain": "Social Media & Messaging",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8119009733200073,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8601611852645874,
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
          "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7316592931747437,
        "action_similarity": 0.9168913960456848,
        "ui_similarity": 0.96274906113816
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    ],
    "query": {
      "episode_id": "d8492d0793a6482ba47cbce737525910",
      "goal": "Open Wego. Search a round trip flight from San Francisco to Melbourne. Departure date is September 1, return date is September 30. 1 adult and 1 child. Economy class cabin. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7316592931747437,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9168913960456848,
    "avg_ui_similarity": 0.96274906113816
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7ccb599c085641b6aedd72c0f6a4c07e",
          "goal": "Open Wego. Search hotels in Kuala Lumpur, from 20 January to 26 January. 2 guests in 1 room. Four stars. Search by name Shangri-La Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7473244071006775,
        "action_similarity": 0.8599635362625122,
        "ui_similarity": 0.9662147804263007
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    ],
    "query": {
      "episode_id": "f7b110d9e8f74c19834ed4de634e460e",
      "goal": "Open Wego. Search hotels in Bangkok, from 20 December to 26 December. 3 guests in 1 room. Three stars. Search by name Oasis Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7473244071006775,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8599635362625122,
    "avg_ui_similarity": 0.9662147804263007
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
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          "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8311811089515686,
        "action_similarity": 0.9061493873596191,
        "ui_similarity": 0.861906295896582
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    ],
    "query": {
      "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
      "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8311811089515686,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9061493873596191,
    "avg_ui_similarity": 0.861906295896582
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "f7b110d9e8f74c19834ed4de634e460e",
          "goal": "Open Wego. Search hotels in Bangkok, from 20 December to 26 December. 3 guests in 1 room. Three stars. Search by name Oasis Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7473244071006775,
        "action_similarity": 0.8599635362625122,
        "ui_similarity": 0.9662147804263007
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    ],
    "query": {
      "episode_id": "7ccb599c085641b6aedd72c0f6a4c07e",
      "goal": "Open Wego. Search hotels in Kuala Lumpur, from 20 January to 26 January. 2 guests in 1 room. Four stars. Search by name Shangri-La Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7473244071006775,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8599635362625122,
    "avg_ui_similarity": 0.9662147804263007
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a1bfe954487b4aeeac48218e2d5498b3",
          "goal": "Open Wego. Find a one-way flight from Chicago to Los Angeles on August 3. 1 adult. Economy class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7782827615737915,
        "action_similarity": 0.8795146346092224,
        "ui_similarity": 0.8676373468748133
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    "query": {
      "episode_id": "04fd4bcf9cfc4b598c6631a80727df9d",
      "goal": "Open Wego. Find a one-way flight from Sydney to Los Angeles on December 10. 3 adults. Business class cabin. Sort by cheapest.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7782827615737915,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8795146346092224,
    "avg_ui_similarity": 0.8676373468748133
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7527612447738647,
        "action_similarity": 0.9341983795166016,
        "ui_similarity": 0.9765571463666354
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    "query": {
      "episode_id": "a51d4db6aab9435c912fe5fad4fe6fd6",
      "goal": "Open Wego. Search a one-way flight from London to Hong Kong. Departure date 5 September. 2 adults and 1 infant. First class cabin. Any Payment types is ok. Sort by least stops.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7527612447738647,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9341983795166016,
    "avg_ui_similarity": 0.9765571463666354
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9169257879257202,
        "action_similarity": 0.7562777996063232,
        "ui_similarity": 0.865355070593112
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    "query": {
      "episode_id": "8a5c571d94b24897a3bb706f8e948bfd",
      "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9169257879257202,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7562777996063232,
    "avg_ui_similarity": 0.865355070593112
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6760876178741455,
        "action_similarity": 0.9056336879730225,
        "ui_similarity": 0.8500532455432499
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    "query": {
      "episode_id": "3593f481b6c44b209960f1befc211820",
      "goal": "Open Wego. Search multi-city flights from Rome to Geneva on July 8, from Geneva to Madrid on July 10 and from Madrid to Rome on July 12. 2 adults. First class. Payment with debit card. Sort by best deals.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6760876178741455,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9056336879730225,
    "avg_ui_similarity": 0.8500532455432499
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7667026519775391,
        "action_similarity": 0.7614070773124695,
        "ui_similarity": 0.921522067769567
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    ],
    "query": {
      "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
      "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7667026519775391,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7614070773124695,
    "avg_ui_similarity": 0.921522067769567
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "f26ca44083ef4d7d859596da38fc3437",
          "goal": "Open Wego. Search a round trip flight from Beijing to Vancouver. Departure date is August 1, return date is August 31. 1 adult and 2 children. Business class cabin. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8118011951446533,
        "action_similarity": 0.8759691715240479,
        "ui_similarity": 0.9640434272827652
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    ],
    "query": {
      "episode_id": "9ffee6a479894690a112c24767f46a58",
      "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8118011951446533,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8759691715240479,
    "avg_ui_similarity": 0.9640434272827652
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.75066077709198,
        "action_similarity": 0.875643789768219,
        "ui_similarity": 0.8714522891579546
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    ],
    "query": {
      "episode_id": "2d56090082b642de8c744acef97dd1f6",
      "goal": "Open Wego. Search for a business class return flight from Sydney to Tokyo. Departure date is 10 October, return date is 20 October. 2 adults. Any Payment types is ok. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.75066077709198,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.875643789768219,
    "avg_ui_similarity": 0.8714522891579546
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7779020071029663,
        "action_similarity": 0.8951861262321472,
        "ui_similarity": 0.9686559567928292
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    ],
    "query": {
      "episode_id": "582ab6ecaaf047199d3c71478c47a7e7",
      "goal": "Open Wego. Search a one-way flight from Madrid to Vienna on June 10. 2 adults. Economy class. Payment with MasterCard. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7779020071029663,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8951861262321472,
    "avg_ui_similarity": 0.9686559567928292
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6786505579948425,
        "action_similarity": 0.7283666133880615,
        "ui_similarity": 0.9652509713959843
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    ],
    "query": {
      "episode_id": "9d10bb7df4aa4fd3a7b4f33dabeb6573",
      "goal": "Open Wego. Search hotels in Istanbul, from 20 November to 30 November. 4 guests in 2 rooms. Five stars. Sort by guest rating. Search by name Four Seasons.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6786505579948425,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7283666133880615,
    "avg_ui_similarity": 0.9652509713959843
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "f7e771e759304491b6017f84d872f728",
          "goal": "Open Wego. Search hotels in Rome, from 1 December to 8 December. 4 guests in 2 rooms. Five stars. Book on Wego and official hotel website. Sort by closest to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9257050156593323,
        "action_similarity": 0.7085397839546204,
        "ui_similarity": 0.8061358095622649
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    ],
    "query": {
      "episode_id": "8fe95867615043deb0da4065606d4e39",
      "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9257050156593323,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7085397839546204,
    "avg_ui_similarity": 0.8061358095622649
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7583898305892944,
        "action_similarity": 0.8841049671173096,
        "ui_similarity": 0.8880220450575453
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    ],
    "query": {
      "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
      "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7583898305892944,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8841049671173096,
    "avg_ui_similarity": 0.8880220450575453
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7bb9b74a37a2496ba6ec8e599f41a409",
          "goal": "Open Wego. Book a one-way flight from Moscow to Berlin on August 10. 2 adults and 1 child. Business class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8994836211204529,
        "action_similarity": 0.9495864510536194,
        "ui_similarity": 0.9633051112451656
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    ],
    "query": {
      "episode_id": "a0b55ccd74184877b6f4d826a9740832",
      "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8994836211204529,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9495864510536194,
    "avg_ui_similarity": 0.9633051112451656
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7571094632148743,
        "action_similarity": 0.8690104484558105,
        "ui_similarity": 0.8144217205553093
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    ],
    "query": {
      "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
      "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7571094632148743,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8690104484558105,
    "avg_ui_similarity": 0.8144217205553093
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8195470571517944,
        "action_similarity": 0.9086756706237793,
        "ui_similarity": 0.9034232509331521
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    ],
    "query": {
      "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
      "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8195470571517944,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9086756706237793,
    "avg_ui_similarity": 0.9034232509331521
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "ab8de9f801f94cc89e0cbc0f0c64538a",
          "goal": "Open Wego. Search a return flight from Cairo to Dubai. Departure date 22 May, return date 1 June. 1 adult, economy class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8758739233016968,
        "action_similarity": 0.9146389365196228,
        "ui_similarity": 0.9638435927245042
      }
    ],
    "query": {
      "episode_id": "b70bde6758d44ec88605baf013f5932a",
      "goal": "Open Wego. Search a one-way flight from Cairo to Dubai on July 5. 2 adults. Business class. Payment with MasterCard. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8758739233016968,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9146389365196228,
    "avg_ui_similarity": 0.9638435927245042
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "3593f481b6c44b209960f1befc211820",
          "goal": "Open Wego. Search multi-city flights from Rome to Geneva on July 8, from Geneva to Madrid on July 10 and from Madrid to Rome on July 12. 2 adults. First class. Payment with debit card. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6744833588600159,
        "action_similarity": 0.7708252668380737,
        "ui_similarity": 0.8884220724948062
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    ],
    "query": {
      "episode_id": "d8b1be6114d34bceb5f5f59a09a41352",
      "goal": "Open Wego. Search a one-way flight from Stockholm to Rome. Departure date 30 August. 2 adults. First class. Any Payment types is ok. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6744833588600159,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7708252668380737,
    "avg_ui_similarity": 0.8884220724948062
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
          "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.759064793586731,
        "action_similarity": 0.8553035259246826,
        "ui_similarity": 0.8761405394849902
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    ],
    "query": {
      "episode_id": "4eaedd30e39645899a0a07564189dae2",
      "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.759064793586731,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8553035259246826,
    "avg_ui_similarity": 0.8761405394849902
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7309296727180481,
        "action_similarity": 0.8291205763816833,
        "ui_similarity": 0.8350017945058091
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    ],
    "query": {
      "episode_id": "9a652cefd74b4e60a55df8863e88001b",
      "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7309296727180481,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8291205763816833,
    "avg_ui_similarity": 0.8350017945058091
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8158092498779297,
        "action_similarity": 0.9205851554870605,
        "ui_similarity": 0.9924983787530427
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    ],
    "query": {
      "episode_id": "bcf795cd9c13487980cf72ac46c7fd36",
      "goal": "Open Wego. Search a one-way flight from Delhi to Singapore on August 15. 2 adults. Business class. Payment with Visa Card. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8158092498779297,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9205851554870605,
    "avg_ui_similarity": 0.9924983787530427
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a0b55ccd74184877b6f4d826a9740832",
          "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8994836211204529,
        "action_similarity": 0.9495864510536194,
        "ui_similarity": 0.9633051112451658
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    ],
    "query": {
      "episode_id": "7bb9b74a37a2496ba6ec8e599f41a409",
      "goal": "Open Wego. Book a one-way flight from Moscow to Berlin on August 10. 2 adults and 1 child. Business class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8994836211204529,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9495864510536194,
    "avg_ui_similarity": 0.9633051112451658
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "c55c34594d914e74b16d7222690e66df",
          "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394582867622375,
        "action_similarity": 0.8822234869003296,
        "ui_similarity": 0.8583636009021941
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    ],
    "query": {
      "episode_id": "300d139bf3b541e7a7eff24274f66918",
      "goal": "Open Wego. Search hotels in Paris, from 5 July to 12 July. 2 guests and no child in 1 room. Five stars. Search by name Ritz Carlton.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8394582867622375,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8822234869003296,
    "avg_ui_similarity": 0.8583636009021941
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7603432536125183,
        "action_similarity": 0.9110740423202515,
        "ui_similarity": 0.8597874831485494
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    ],
    "query": {
      "episode_id": "e4f19b4836374bc2adf497372d721bbd",
      "goal": "Open Wego. Search a return flight from Miami to New York, depart on August 15 and return on August 30. 1 adult, Business class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7603432536125183,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9110740423202515,
    "avg_ui_similarity": 0.8597874831485494
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8118011951446533,
        "action_similarity": 0.8759691715240479,
        "ui_similarity": 0.9640434272827652
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    ],
    "query": {
      "episode_id": "f26ca44083ef4d7d859596da38fc3437",
      "goal": "Open Wego. Search a round trip flight from Beijing to Vancouver. Departure date is August 1, return date is August 31. 1 adult and 2 children. Business class cabin. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8118011951446533,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8759691715240479,
    "avg_ui_similarity": 0.9640434272827652
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7488318085670471,
        "action_similarity": 0.8729145526885986,
        "ui_similarity": 0.984673847941755
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    ],
    "query": {
      "episode_id": "adc131f0d2434635b2fa4a8c93b72395",
      "goal": "Open Wego. Find a one-way flight from Boston to Amsterdam on May 5. 1 adult. Business class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7488318085670471,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8729145526885986,
    "avg_ui_similarity": 0.984673847941755
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8000595569610596,
        "action_similarity": 0.9336189031600952,
        "ui_similarity": 0.9796650163850107
      }
    ],
    "query": {
      "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
      "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8000595569610596,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9336189031600952,
    "avg_ui_similarity": 0.9796650163850107
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "14346d3d0a2e4eaab99c64af2582d1e0",
          "goal": "Open Wego. Search hotels in Sydney, from 1 December to 7 December. 2 guests in 1 room. Four stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8905054926872253,
        "action_similarity": 0.8224076628684998,
        "ui_similarity": 0.9676002711847196
      }
    ],
    "query": {
      "episode_id": "dd8b40732c6a4978a5f649d1ef199df7",
      "goal": "Open Wego. Search hotels in Sydney, from 1 January to 7 January. 2 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8905054926872253,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8224076628684998,
    "avg_ui_similarity": 0.9676002711847196
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
          "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7583898901939392,
        "action_similarity": 0.8841049671173096,
        "ui_similarity": 0.8880220450575453
      }
    ],
    "query": {
      "episode_id": "17d502da33b349dca2878df4485aa55b",
      "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7583898901939392,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8841049671173096,
    "avg_ui_similarity": 0.8880220450575453
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.793028712272644,
        "action_similarity": 0.8741583824157715,
        "ui_similarity": 0.9865173708902542
      }
    ],
    "query": {
      "episode_id": "f157d0291e63406d838364e6015ab017",
      "goal": "Open Wego. Find a one-way flight from Shanghai to Taipei on December 16. 1 adult and 1 child. Business class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.793028712272644,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8741583824157715,
    "avg_ui_similarity": 0.9865173708902542
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8013850450515747,
        "action_similarity": 0.8512362241744995,
        "ui_similarity": 0.8578974168777604
      }
    ],
    "query": {
      "episode_id": "c109e947878b4b70bad60bc53395ca51",
      "goal": "Open Wego. Search a return flight from Paris to Shanghai. Departure date 14 June, return date 24 June. 2 adults, first class. Any Payment types is ok. Sort by least stops.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8013850450515747,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8512362241744995,
    "avg_ui_similarity": 0.8578974168777604
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7164249420166016,
        "action_similarity": 0.9194580316543579,
        "ui_similarity": 0.9685199464809037
      }
    ],
    "query": {
      "episode_id": "3fb2904f8d7a4088a139f678b2e6ba34",
      "goal": "Open Wego. Search for a first class return flight from Singapore to Hong Kong. Departure date is 10 November, return date is 20 November. 3 adults. Any Payment types is ok. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7164249420166016,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9194580316543579,
    "avg_ui_similarity": 0.9685199464809037
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7328514456748962,
        "action_similarity": 0.889320969581604,
        "ui_similarity": 0.9714352481380935
      }
    ],
    "query": {
      "episode_id": "0b2cf11ec1a541c18f837dfd183eb9f9",
      "goal": "Open Wego. Search a one-way flight from Toronto to Sydney. Departure date 1 June. 2 adults and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7328514456748962,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.889320969581604,
    "avg_ui_similarity": 0.9714352481380935
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9671926498413086,
        "action_similarity": 0.9031610488891602,
        "ui_similarity": 0.8603055225996394
      }
    ],
    "query": {
      "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
      "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9671926498413086,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9031610488891602,
    "avg_ui_similarity": 0.8603055225996394
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "c55c34594d914e74b16d7222690e66df",
          "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7519551515579224,
        "action_similarity": 0.9100514650344849,
        "ui_similarity": 0.8743583793703958
      }
    ],
    "query": {
      "episode_id": "9dc59983c64345f2a8789a4780dbe576",
      "goal": "Open Wego. Search hotels in Dubai, from 25 December to 31 December. 2 guests in 1 room. Five stars. Sort by guest rating. Search by name Burj Al Arab.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7519551515579224,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9100514650344849,
    "avg_ui_similarity": 0.8743583793703958
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7473711967468262,
        "action_similarity": 0.8785993456840515,
        "ui_similarity": 0.981224476370212
      }
    ],
    "query": {
      "episode_id": "898520a347a04d489fd48ade74417220",
      "goal": "Open Wego. Search hotels in Amsterdam, from 15 December to 25 December. 2 guests in 1 room. Four stars. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7473711967468262,
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    "avg_action_similarity": 0.8785993456840515,
    "avg_ui_similarity": 0.981224476370212
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
          "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7212789058685303,
        "action_similarity": 0.8523543477058411,
        "ui_similarity": 0.9462062901696
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    "query": {
      "episode_id": "490751ad57c94d64a4026987021f9ca0",
      "goal": "Open Wego. Find a round trip flight from Sydney to Auckland. Departure date is October 1, return date is October 20. 1 Adult. Premium Economy class. Sort by most popular. Only direct flights are preferred.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7212789058685303,
    "target_shot": 1,
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    "avg_action_similarity": 0.8523543477058411,
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394159078598022,
        "action_similarity": 0.8879506587982178,
        "ui_similarity": 0.9836331406685209
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    ],
    "query": {
      "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
      "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8394159078598022,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8879506587982178,
    "avg_ui_similarity": 0.9836331406685209
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9489526748657227,
        "action_similarity": 0.6608507633209229,
        "ui_similarity": 0.9134249541720287
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    ],
    "query": {
      "episode_id": "200b0788d34041768460a0465a4e85ee",
      "goal": "Open Wego. Search hotels in Barcelona, from 20 November to 27 November. 3 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by proximity to city center.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.9489526748657227,
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    "split": "train",
    "avg_action_similarity": 0.6608507633209229,
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8178761005401611,
        "action_similarity": 0.8771970868110657,
        "ui_similarity": 0.9691809923249441
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    ],
    "query": {
      "episode_id": "ecb4ff3b02984fea9f230949f1466128",
      "goal": "Open Wego. Book a one-way flight from Tokyo to Honolulu on May 21. 2 adults and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8178761005401611,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8771970868110657,
    "avg_ui_similarity": 0.9691809923249441
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394157886505127,
        "action_similarity": 0.8879506587982178,
        "ui_similarity": 0.9836331406685209
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    ],
    "query": {
      "episode_id": "a23e3a1e3179487482b34b82429892a2",
      "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8394157886505127,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8879506587982178,
    "avg_ui_similarity": 0.9836331406685209
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "9a652cefd74b4e60a55df8863e88001b",
          "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7309296727180481,
        "action_similarity": 0.8291205763816833,
        "ui_similarity": 0.835001794505809
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    ],
    "query": {
      "episode_id": "4dc054cedf2740569f24350233f01609",
      "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7309296727180481,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8291205763816833,
    "avg_ui_similarity": 0.835001794505809
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "34964d1cc744411aaf0a7493e211469c",
          "goal": "Open Wego. Find a one-way flight from Rio De Janeiro to Santiago on May 5. 1 adult. First class cabin. Any payment methods are ok. Sort by earliest timing and filter only book on Wego.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7182405591011047,
        "action_similarity": 0.852335512638092,
        "ui_similarity": 0.8386174312616431
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    ],
    "query": {
      "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
      "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7182405591011047,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.852335512638092,
    "avg_ui_similarity": 0.8386174312616431
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
          "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6898435354232788,
        "action_similarity": 0.8050204515457153,
        "ui_similarity": 0.9543190367088397
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    ],
    "query": {
      "episode_id": "74c7f4de470442f9be0914eb557efbea",
      "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6898435354232788,
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    "split": "train",
    "avg_action_similarity": 0.8050204515457153,
    "avg_ui_similarity": 0.9543190367088397
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  {
    "app": "wego",
    "support": [
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        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9671926498413086,
        "action_similarity": 0.9031610488891602,
        "ui_similarity": 0.8603055225996394
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    ],
    "query": {
      "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
      "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9671926498413086,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9031610488891602,
    "avg_ui_similarity": 0.8603055225996394
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9257050156593323,
        "action_similarity": 0.7085397839546204,
        "ui_similarity": 0.8061358095622647
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    ],
    "query": {
      "episode_id": "f7e771e759304491b6017f84d872f728",
      "goal": "Open Wego. Search hotels in Rome, from 1 December to 8 December. 4 guests in 2 rooms. Five stars. Book on Wego and official hotel website. Sort by closest to city center.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9257050156593323,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7085397839546204,
    "avg_ui_similarity": 0.8061358095622647
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
          "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7182405591011047,
        "action_similarity": 0.852335512638092,
        "ui_similarity": 0.8386174312616431
      }
    ],
    "query": {
      "episode_id": "34964d1cc744411aaf0a7493e211469c",
      "goal": "Open Wego. Find a one-way flight from Rio De Janeiro to Santiago on May 5. 1 adult. First class cabin. Any payment methods are ok. Sort by earliest timing and filter only book on Wego.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7182405591011047,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.852335512638092,
    "avg_ui_similarity": 0.8386174312616431
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "dd8b40732c6a4978a5f649d1ef199df7",
          "goal": "Open Wego. Search hotels in Sydney, from 1 January to 7 January. 2 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8905054926872253,
        "action_similarity": 0.8224076628684998,
        "ui_similarity": 0.9676002711847196
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    ],
    "query": {
      "episode_id": "14346d3d0a2e4eaab99c64af2582d1e0",
      "goal": "Open Wego. Search hotels in Sydney, from 1 December to 7 December. 2 guests in 1 room. Four stars. Search by name Marriott Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8905054926872253,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8224076628684998,
    "avg_ui_similarity": 0.9676002711847196
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "adc131f0d2434635b2fa4a8c93b72395",
          "goal": "Open Wego. Find a one-way flight from Boston to Amsterdam on May 5. 1 adult. Business class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6704612970352173,
        "action_similarity": 0.8440155386924744,
        "ui_similarity": 0.8614826688417739
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    ],
    "query": {
      "episode_id": "20b91da3dcef42e08bc4a084507ed181",
      "goal": "Open Wego. Find multi-city flights from Amsterdam to Athens on May 5, from Athens to Cairo on May 8 and from Cairo back to Amsterdam on May 12. 1 adult. First class. Sort by price and filter only book on Wego. The price must be under US$3000.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6704612970352173,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8440155386924744,
    "avg_ui_similarity": 0.8614826688417739
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "4eaedd30e39645899a0a07564189dae2",
          "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7590647339820862,
        "action_similarity": 0.8553035259246826,
        "ui_similarity": 0.8761405394849904
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    ],
    "query": {
      "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
      "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7590647339820862,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8553035259246826,
    "avg_ui_similarity": 0.8761405394849904
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "200b0788d34041768460a0465a4e85ee",
          "goal": "Open Wego. Search hotels in Barcelona, from 20 November to 27 November. 3 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by proximity to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9489526748657227,
        "action_similarity": 0.6608507633209229,
        "ui_similarity": 0.9134249541720286
      }
    ],
    "query": {
      "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
      "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9489526748657227,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6608507633209229,
    "avg_ui_similarity": 0.9134249541720286
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8127221465110779,
        "action_similarity": 0.9268525838851929,
        "ui_similarity": 0.9124685349997113
      }
    ],
    "query": {
      "episode_id": "e46dff6670d74ebca298a26515995d60",
      "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8127221465110779,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9268525838851929,
    "avg_ui_similarity": 0.9124685349997113
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.779676079750061,
        "action_similarity": 0.939287543296814,
        "ui_similarity": 0.8603811592001815
      }
    ],
    "query": {
      "episode_id": "89d8599fb11041938fe4381478d4de8b",
      "goal": "Open Wego. Search a return flight from Boston to London. Departure date is September 8, return date is September 18. 2 adults, business class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.779676079750061,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.939287543296814,
    "avg_ui_similarity": 0.8603811592001815
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8311811089515686,
        "action_similarity": 0.9061493873596191,
        "ui_similarity": 0.8619062958965822
      }
    ],
    "query": {
      "episode_id": "935974414a81483eae0058692a26d983",
      "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8311811089515686,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9061493873596191,
    "avg_ui_similarity": 0.8619062958965822
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8127221465110779,
        "action_similarity": 0.9268525838851929,
        "ui_similarity": 0.9124685349997114
      }
    ],
    "query": {
      "episode_id": "04893b13be614abb91e50459d444a89a",
      "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8127221465110779,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9268525838851929,
    "avg_ui_similarity": 0.9124685349997114
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b70bde6758d44ec88605baf013f5932a",
          "goal": "Open Wego. Search a one-way flight from Cairo to Dubai on July 5. 2 adults. Business class. Payment with MasterCard. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8758739233016968,
        "action_similarity": 0.9146389365196228,
        "ui_similarity": 0.9638435927245044
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    ],
    "query": {
      "episode_id": "ab8de9f801f94cc89e0cbc0f0c64538a",
      "goal": "Open Wego. Search a return flight from Cairo to Dubai. Departure date 22 May, return date 1 June. 1 adult, economy class. Any Payment types is ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8758739233016968,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9146389365196228,
    "avg_ui_similarity": 0.9638435927245044
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7213107943534851,
        "action_similarity": 0.9228681325912476,
        "ui_similarity": 0.8728215623734848
      }
    ],
    "query": {
      "episode_id": "7b84032eb2c248fb9c3ba856e8151fca",
      "goal": "Open Wego. Search hotels in Berlin, from 1 June to 7 June. 2 guests and no child in 1 room. Four stars. Search by name Hyatt Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7213107943534851,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9228681325912476,
    "avg_ui_similarity": 0.8728215623734848
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
          "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8195470571517944,
        "action_similarity": 0.9086756706237793,
        "ui_similarity": 0.9034232509331525
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    ],
    "query": {
      "episode_id": "674afc0ecc7146668cf0a77e671ea974",
      "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8195470571517944,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9086756706237793,
    "avg_ui_similarity": 0.9034232509331525
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7881978154182434,
        "action_similarity": 0.8260289430618286,
        "ui_similarity": 0.9780395496948692
      }
    ],
    "query": {
      "episode_id": "4b5f544e164a42e5bba1ff2c2028efaf",
      "goal": "Open Wego. Search a round trip flight from New York to Tokyo. Departure date is June 11, return date is June 30. 2 adults and 1 child. Premium Economy cabin class. Payment method is undefined. Sort by fastest route and filter only book on Wego.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7881978154182434,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8260289430618286,
    "avg_ui_similarity": 0.9780395496948692
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04fd4bcf9cfc4b598c6631a80727df9d",
          "goal": "Open Wego. Find a one-way flight from Sydney to Los Angeles on December 10. 3 adults. Business class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7782827615737915,
        "action_similarity": 0.8795146346092224,
        "ui_similarity": 0.8676373468748134
      }
    ],
    "query": {
      "episode_id": "a1bfe954487b4aeeac48218e2d5498b3",
      "goal": "Open Wego. Find a one-way flight from Chicago to Los Angeles on August 3. 1 adult. Economy class cabin. Sort by cheapest.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7782827615737915,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8795146346092224,
    "avg_ui_similarity": 0.8676373468748134
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "300d139bf3b541e7a7eff24274f66918",
          "goal": "Open Wego. Search hotels in Paris, from 5 July to 12 July. 2 guests and no child in 1 room. Five stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394582867622375,
        "action_similarity": 0.8822234869003296,
        "ui_similarity": 0.8583636009021941
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    ],
    "query": {
      "episode_id": "c55c34594d914e74b16d7222690e66df",
      "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8394582867622375,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8822234869003296,
    "avg_ui_similarity": 0.8583636009021941
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "9ab290a2531b4430b7681c6e86699556",
          "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.817216157913208,
        "action_similarity": 0.6773875951766968,
        "ui_similarity": 0.9232331903462494
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    ],
    "query": {
      "episode_id": "5c973422e3314e9f81f695d0171453f1",
      "goal": "Open Fever. Select city, \"New York\". Look for \"Activity and Games\" events happening on \"May 12\". Select the first event listed. Choose 2 adult tickets. How much are tickets in total?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.817216157913208,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6773875951766968,
    "avg_ui_similarity": 0.9232331903462494
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6980729103088379,
        "action_similarity": 0.6804406642913818,
        "ui_similarity": 0.9644680345744167
      }
    ],
    "query": {
      "episode_id": "e35f9572d14c41d4937430554345fe1c",
      "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6980729103088379,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6804406642913818,
    "avg_ui_similarity": 0.9644680345744167
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "9d2f45d7e99848f8a18bee45b2fedcff",
          "goal": "Open Fever. Set the date to March 24. Search for \"Music\" in New York. Select the first one and browse its introduction.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6622671484947205,
        "action_similarity": 0.7387634515762329,
        "ui_similarity": 0.9192867141795477
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    ],
    "query": {
      "episode_id": "6022273c7a724e8fb6dc24a829fa98bb",
      "goal": "Open Fever. Search for \"Concerts\" in New York. Sort the results by price. Select the cheapest one and share it to google keep notes.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6622671484947205,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7387634515762329,
    "avg_ui_similarity": 0.9192867141795477
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5e4476e531a44998a99c37d51d36c4de",
          "goal": "Open Fever. Search the category \"Exhibitions\" in London. Organize the results by popularity. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7239930629730225,
        "action_similarity": 0.7406789660453796,
        "ui_similarity": 0.899699169334934
      }
    ],
    "query": {
      "episode_id": "c5c62dcf8a0e4346b3fb34de3ae864f1",
      "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7239930629730225,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7406789660453796,
    "avg_ui_similarity": 0.899699169334934
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "acf1448f6e3c49759af77b8e6444894e",
          "goal": "Open Fever. Search \"Nightlife\" events happening in New york. Sort by rating. Check the time of the third event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7319194674491882,
        "action_similarity": 0.6667602062225342,
        "ui_similarity": 0.9570447011924017
      }
    ],
    "query": {
      "episode_id": "bd144cb06ef54b0a9ae17a6c5b809d3a",
      "goal": "Open Fever. Search \"Night Life\" events happening this weekend in San Diego. Select the second event. What's the general info of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7319194674491882,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6667602062225342,
    "avg_ui_similarity": 0.9570447011924017
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5716572fbfea4c1eb55b1a3780c51169",
          "goal": "Open Fever. Browse category \"Comedy\" in Miami. Select the sixth one and share it to google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6359552145004272,
        "action_similarity": 0.7979350090026855,
        "ui_similarity": 0.9621521948999242
      }
    ],
    "query": {
      "episode_id": "8b1483bbce134b50a22402c5fe15fd77",
      "goal": "Open Fever. Browse category \"activities\" in New York. Select the eighth one and share it to google keep notes.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6359552145004272,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7979350090026855,
    "avg_ui_similarity": 0.9621521948999242
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "33cd80697cde46199110b37399d5893a",
          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7951406836509705,
        "action_similarity": 0.642485499382019,
        "ui_similarity": 0.7482829331652989
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    ],
    "query": {
      "episode_id": "87a4e07a65b343b38cb018389a976728",
      "goal": "Open Fever. Go to \"Choose City\" and look for events in \"London\". Select the fifth trending event in London. What's the average rating?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7951406836509705,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.642485499382019,
    "avg_ui_similarity": 0.7482829331652989
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "096ae07ea50f4fecaf9534ba428d8a7c",
          "goal": "Open Fever. Search 'Museum'. Sort the results by rating from high to low. Select the second event. What ticket types does it offer?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.704325795173645,
        "action_similarity": 0.529894232749939,
        "ui_similarity": 0.9439681768238575
      }
    ],
    "query": {
      "episode_id": "d9ebd5fdba02425699aa81fc332e556b",
      "goal": "Open Fever. Search the category 'Cinema'. Sort the results by popularity. Select the first event. what's the price of the default ticket?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.704325795173645,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.529894232749939,
    "avg_ui_similarity": 0.9439681768238575
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "31510644ce504192b611515794e49e0d",
          "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7246362566947937,
        "action_similarity": 0.77701735496521,
        "ui_similarity": 0.9341632857868887
      }
    ],
    "query": {
      "episode_id": "5e4476e531a44998a99c37d51d36c4de",
      "goal": "Open Fever. Search the category \"Exhibitions\" in London. Organize the results by popularity. Select the first event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7246362566947937,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.77701735496521,
    "avg_ui_similarity": 0.9341632857868887
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "d0d197f078ce474c9524c1416e759e37",
          "goal": "Open Fever. Search for \"Family\" events in Washington DC. Choose an event happening this month end. Select the event with the lowest price.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7592324018478394,
        "action_similarity": 0.8189682364463806,
        "ui_similarity": 0.8932910094561624
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    ],
    "query": {
      "episode_id": "64fa795e093f4d4994960d2cb23a0fb7",
      "goal": "Open Fever. Choose \"Family\" category. Look for the top rated event in Washington.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7592324018478394,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8189682364463806,
    "avg_ui_similarity": 0.8932910094561624
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6782053112983704,
        "action_similarity": 0.6553563475608826,
        "ui_similarity": 0.9206610702911604
      }
    ],
    "query": {
      "episode_id": "67d5ad751404482390789ba0152a7267",
      "goal": "Open Fever. Filter \"Broadway Shows\" category events in New York. Filter the events happening next week. What is the most popular show?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6782053112983704,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6553563475608826,
    "avg_ui_similarity": 0.9206610702911604
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "e35f9572d14c41d4937430554345fe1c",
          "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6774689555168152,
        "action_similarity": 0.8482478857040405,
        "ui_similarity": 0.886688091923783
      }
    ],
    "query": {
      "episode_id": "5f9a2d61282c4078978282d5b04eeb07",
      "goal": "Open Fever. Search for \"Party\" in Los Angeles. Sort the results by rating. Select the highest rated one and select 3 adult tickets. proceed to checkout.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6774689555168152,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8482478857040405,
    "avg_ui_similarity": 0.886688091923783
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "b0247af27fbf4999855ca2cc2fe9adae",
          "goal": "Open Fever. Browse \"for you\" on home page. Check the fifth event. How much is the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7069336175918579,
        "action_similarity": 0.5861238837242126,
        "ui_similarity": 0.9259339320793208
      }
    ],
    "query": {
      "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
      "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7069336175918579,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.5861238837242126,
    "avg_ui_similarity": 0.9259339320793208
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "38e27c2dce684cbf880e6f8b213816ce",
          "goal": "Open Fever. Go to \"Choose City\" and enter \"Tokyo\". What is the second trending event in Tokyo?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6849547028541565,
        "action_similarity": 0.5191325545310974,
        "ui_similarity": 0.9116266186831239
      }
    ],
    "query": {
      "episode_id": "c5e4e127aefa4c4498fe354aca269aad",
      "goal": "Open Fever. Look for events in \"San Francisco\". What is the first trending event in Hong Kong?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6849547028541565,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.5191325545310974,
    "avg_ui_similarity": 0.9116266186831239
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7310951948165894,
        "action_similarity": 0.6268091201782227,
        "ui_similarity": 0.9704577315758565
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    ],
    "query": {
      "episode_id": "9ab05ab176134faa9dda75a4efe75224",
      "goal": "Open Fever. Search 'Fashion'. Sort the results by price. What is the name of the third event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7310951948165894,
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    "avg_action_similarity": 0.6268091201782227,
    "avg_ui_similarity": 0.9704577315758565
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7342702150344849,
        "action_similarity": 0.6404284238815308,
        "ui_similarity": 0.9030571384476241
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    ],
    "query": {
      "episode_id": "8dd3d8c9ebe64de2b5a6b5f7363bf101",
      "goal": "Open Fever. Look into the \"Culture\" category. Filter the event happening on this weekend. Select the hightest rated event and where is the location of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7342702150344849,
    "target_shot": 1,
    "split": "train",
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5c973422e3314e9f81f695d0171453f1",
          "goal": "Open Fever. Select city, \"New York\". Look for \"Activity and Games\" events happening on \"May 12\". Select the first event listed. Choose 2 adult tickets. How much are tickets in total?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.817216157913208,
        "action_similarity": 0.6773875951766968,
        "ui_similarity": 0.9232331903462494
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    ],
    "query": {
      "episode_id": "9ab290a2531b4430b7681c6e86699556",
      "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.817216157913208,
    "target_shot": 1,
    "split": "train",
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7543351650238037,
        "action_similarity": 0.5922895669937134,
        "ui_similarity": 0.941933002167209
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    ],
    "query": {
      "episode_id": "096ae07ea50f4fecaf9534ba428d8a7c",
      "goal": "Open Fever. Search 'Museum'. Sort the results by rating from high to low. Select the second event. What ticket types does it offer?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7543351650238037,
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    "support": [
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7313750386238098,
        "action_similarity": 0.6252503991127014,
        "ui_similarity": 0.8766524819972147
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    ],
    "query": {
      "episode_id": "e8e1fa8ae2af4c338cb41d6fa12828de",
      "goal": "Open Fever. Search for \"Comedy\". Choose the date \"May 15\". Check the ticket price for the first event listed.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7313750386238098,
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7049722671508789,
        "action_similarity": 0.6003743410110474,
        "ui_similarity": 0.9545390303865591
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    ],
    "query": {
      "episode_id": "acbc136c5ba34447a2821a59cb2dc760",
      "goal": "Open Fever. Search 'Nightlife'. Sort the results by popularity from high to low. Select the third event. What price options does it offer?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7049722671508789,
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    "split": "train",
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8644956946372986,
        "action_similarity": 0.7313224077224731,
        "ui_similarity": 0.8738567007087341
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    ],
    "query": {
      "episode_id": "8fbd324ce4934f46b1ba283e46904643",
      "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
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    "split": "train",
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6756242513656616,
        "action_similarity": 0.6334308981895447,
        "ui_similarity": 0.9461203356749888
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    ],
    "query": {
      "episode_id": "bddf9cc4c3804d04999d5c07ddda924b",
      "goal": "Open Fever. Search for \"Wine\" events. Choose the date \"June 6\". Check and proceed to checout a ticket for the first event listed.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6756242513656616,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8379383683204651,
        "action_similarity": 0.8452950716018677,
        "ui_similarity": 0.9742377458134456
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    ],
    "query": {
      "episode_id": "31510644ce504192b611515794e49e0d",
      "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8379383683204651,
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8483253121376038,
        "action_similarity": 0.7197245955467224,
        "ui_similarity": 0.9692877962535129
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    ],
    "query": {
      "episode_id": "acf1448f6e3c49759af77b8e6444894e",
      "goal": "Open Fever. Search \"Nightlife\" events happening in New york. Sort by rating. Check the time of the third event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
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    "split": "train",
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
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          "goal": "Open Fever. Search 'Dance'. Set date to May 10. Sort results by rating. Select the first event. What's the description of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8036494851112366,
        "action_similarity": 0.6465631723403931,
        "ui_similarity": 0.97099199436387
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    ],
    "query": {
      "episode_id": "20741b582b3440789ead7d835615aecb",
      "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8036494851112366,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6465631723403931,
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
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          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8040550947189331,
        "action_similarity": 0.7160958647727966,
        "ui_similarity": 0.9246424280697303
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    ],
    "query": {
      "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
      "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8040550947189331,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7160958647727966,
    "avg_ui_similarity": 0.9246424280697303
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8299294710159302,
        "action_similarity": 0.7059327960014343,
        "ui_similarity": 0.8271831563284696
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    ],
    "query": {
      "episode_id": "eddcce5e496c48d1b6f1f5aba5b3d1c3",
      "goal": "Open Fever. Search for \"Art\" in Los Angeles. Sort results by popularity from high to low. Select the top event. When's the next available date for this event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8299294710159302,
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    "split": "train",
    "avg_action_similarity": 0.7059327960014343,
    "avg_ui_similarity": 0.8271831563284696
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7912952899932861,
        "action_similarity": 0.6986576318740845,
        "ui_similarity": 0.9370490737410327
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    ],
    "query": {
      "episode_id": "1f70ad506a954f22876a7a53134bba2f",
      "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7912952899932861,
    "target_shot": 1,
    "split": "train",
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    "avg_ui_similarity": 0.9370490737410327
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "87a4e07a65b343b38cb018389a976728",
          "goal": "Open Fever. Go to \"Choose City\" and look for events in \"London\". Select the fifth trending event in London. What's the average rating?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7951406836509705,
        "action_similarity": 0.642485499382019,
        "ui_similarity": 0.7482829331652991
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    ],
    "query": {
      "episode_id": "33cd80697cde46199110b37399d5893a",
      "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7951406836509705,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.642485499382019,
    "avg_ui_similarity": 0.7482829331652991
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "c5e4e127aefa4c4498fe354aca269aad",
          "goal": "Open Fever. Look for events in \"San Francisco\". What is the first trending event in Hong Kong?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6849547028541565,
        "action_similarity": 0.5191325545310974,
        "ui_similarity": 0.9116266186831239
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    ],
    "query": {
      "episode_id": "38e27c2dce684cbf880e6f8b213816ce",
      "goal": "Open Fever. Go to \"Choose City\" and enter \"Tokyo\". What is the second trending event in Tokyo?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6849547028541565,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.5191325545310974,
    "avg_ui_similarity": 0.9116266186831239
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7740780711174011,
        "action_similarity": 0.6136789917945862,
        "ui_similarity": 0.9326024018989252
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    ],
    "query": {
      "episode_id": "2dc15456f4644642875695cf918a8d4b",
      "goal": "Open Fever. Search 'Comedy'. Set date to June 2. Sort results by rating from high to low. Select the fourth event. What time does the event start on that day?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7740780711174011,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6136789917945862,
    "avg_ui_similarity": 0.9326024018989252
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8036494851112366,
        "action_similarity": 0.6465631723403931,
        "ui_similarity": 0.97099199436387
      }
    ],
    "query": {
      "episode_id": "78102a99bd9d4e04a08d8ad98ac24d3e",
      "goal": "Open Fever. Search 'Dance'. Set date to May 10. Sort results by rating. Select the first event. What's the description of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8036494851112366,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6465631723403931,
    "avg_ui_similarity": 0.97099199436387
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7842392921447754,
        "action_similarity": 0.6211902499198914,
        "ui_similarity": 0.9120074496789692
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    ],
    "query": {
      "episode_id": "24734a7c33f34fbe821bd624a1d82ded",
      "goal": "Open Fever. Search 'Party'. Set the date range from June 1 to June 30. Sort results by popularity. Select the second event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7842392921447754,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.6211902499198914,
    "avg_ui_similarity": 0.9120074496789692
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.785405158996582,
        "action_similarity": 0.7262375354766846,
        "ui_similarity": 0.9732652284751918
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    ],
    "query": {
      "episode_id": "b1f36bee13424686b3117be07336b11a",
      "goal": "Open Fever. Explore \"Historic Tours\" in New York. Sort results by price, low to high. Select the cheapest event with an average rating above 4.1 stars.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.785405158996582,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7262375354766846,
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    "query": {
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      "goal": "Open SeatGeek. Find the next upcoming NBA game in Dallas with \"Mavericks\". What is the lowest price for each ticket?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open SeatGeek. Search for \"Book of Mormon\". Add the show to favorite. Select date April 26. Set the ticket number to 2 and proceed. What is the lowest price for each ticket?",
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    "query": {
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      "goal": "Open SeatGeek. Search \"Chicago\". Select the first show on May 1. Set the ticket number to 3. Choose best seats and sort by price. What is the best deal for each ticket?",
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      "domain": "Entertainment",
      "split": "train"
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          "goal": "Open SeatGeek. Find the next upcoming NBA game in Los Angeles with \"Lakers\". What is the minimum price for each ticket if quantity is set to 4?",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Look up \"Seattle Mariners\" tickets. Select the next upcoming event in Los Angeles. Set quantity to 2 and select the best value tickets. Which section are tickets in?",
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      "domain": "Entertainment",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open SeatGeek. Search for concerts in \"Los Angeles\". Filter by \"rock\" genre. Track the first recommended event.",
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          "split": "train"
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    "query": {
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      "goal": "Open SeatGeek. Search \"Radio City Music Hall\" and then add the venue to favorite. Who are the performers of the top recommended event?",
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      "domain": "Entertainment",
      "split": "train"
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          "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Search for the \"Ed Sheeran\" concert. Check the next upcoming event. When and where is the concert?",
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          "goal": "Open SeatGeek. Find the next upcoming NBA game in Dallas with \"Mavericks\". What is the lowest price for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Look up \"Phoenix Suns\" tickets for next upcoming event. Which section are tickets in?",
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      "domain": "Entertainment",
      "split": "train"
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          "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open SeatGeek. Search for \"Book of Mormon\". Add the show to favorite. Select date April 26. Set the ticket number to 2 and proceed. What is the lowest price for each ticket?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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  {
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          "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Search \"Taylor Swift\". Select the soonest event. What is the price of the cheapest ticket?",
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      "domain": "Entertainment",
      "split": "train"
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          "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open SeatGeek. Search \"Shin Lim\". Select the concert on May 3. Choose 2 tickets. Sort by best seats and filter by price. What is the lowest price for each ticket?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open SeatGeek. Search for concerts in \"Los Angeles\". Filter by \"rock\" genre. Track the first recommended event.",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
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    "support": [
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        "episode": {
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          "goal": "Open SeatGeek. Search for \"Book of Mormon\". Add the show to favorite. Select date April 26. Set the ticket number to 2 and proceed. What is the lowest price for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7253838181495667,
        "action_similarity": 0.8351559638977051,
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    "query": {
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      "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
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      "domain": "Entertainment",
      "split": "train"
    },
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  {
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    "support": [
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        "episode": {
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          "goal": "Open SeatGeek. Search for the \"Ed Sheeran\" concert. Check the next upcoming event. When and where is the concert?",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
      "episode_id": "c30588afe6f44e3ba92d4cc1b0ac17ea",
      "goal": "Open SeatGeek. Find and track concerts of \"Bruno Mars\". When is the next upcoming event in Los Angeles?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.753426194190979,
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        "episode": {
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          "goal": "Open SeatGeek. Search \"Oracle Arena\". Add the venue to the watch list.",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open SeatGeek. Search \"Crypto.com Arena\". Show three upcoming events. Save the place to favorite.",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 1,
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          "goal": "Open SeatGeek. Search \"Madison Square Garden\". Add the venue to the watch list. What is the next upcoming event?",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open SeatGeek. Search \"Madison Square Garden\". Select the next upcoming event. Who are the performers of the event?",
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      "domain": "Entertainment",
      "split": "train"
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          "goal": "Open SeatGeek. Search \"The Fonda Theatre\". Select the top popular event and track it. What is the lowest price?",
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          "split": "train"
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    "query": {
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      "goal": "Open SeatGeek. Search \"Metropolitan Opera\". Find the next available show. Filter by \"best seats\". What section are they in for the lowest price tickets?",
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      "domain": "Entertainment",
      "split": "train"
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  {
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    "support": [
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          "goal": "Open NBA. Add \"Dallas Mavericks\" to the favorites. In the \"Home\" tab, switch to Mavericks and check the top news.",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open NBA. Add \"Dallas Mavericks\" to favorites. Navigate to the \"Mavericks\" tab and check their current ranking.",
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      "split": "train"
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          "split": "train"
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    "query": {
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      "goal": "Open NBA. In \"Games\", find the game time for the next fixture involving \"Miami Heat\".",
      "detected_app": "nba",
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        "similarity": 0.8217214345932007,
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    "query": {
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      "goal": "Open NBA. Search for player stats for \"Kevin Durant\" and compare them with the stats from the previous season.",
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      "domain": "Entertainment",
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      "goal": "Open NBA. Add \"Golden State Warriors\" to favorites. Navigate to the \"Warriors\" tab and find statistics for the latest match.",
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          "goal": "Open NBA. Go to the \"Games\" tab, find and watch the highlights of the last \"Phoenix Suns\" game.",
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        "similarity": 0.7892042398452759,
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    "query": {
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        "similarity": 0.7798488736152649,
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    "query": {
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      "goal": "Open agoda. Book a flight from Sydney to Melbourne. Departure time is June 1. One way trip. Passenger is one adult.",
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      "domain": "Travel & Leisure",
      "split": "train"
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      "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
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          "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
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          "domain": "Travel & Leisure",
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      "goal": "Open agoda. Search for a hotel in Bangkok. Check in on August 1 and check out on August 10. One adult. Filter for 4 star rating. Add the first one to the cart.",
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          "domain": "Travel & Leisure",
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      "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
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      "goal": "Open agoda. Search for economy class flight from New York to San Francisco. Departure time is May 10 and return time is May 15. Two adults and one child.",
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      "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
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      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
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          "domain": "Travel & Leisure",
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      "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
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      "split": "train"
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          "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
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      "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
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      "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
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      "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
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          "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
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          "split": "train"
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      "goal": "Open agoda. Book a hotel room in Sydney. From September 5 to September 15. Filtering with \"free Wifi\" + \"breakfast included\" + \"5 star rating\".",
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    "query": {
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      "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
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          "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
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          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open agoda. Add a flight from London to Paris to cart. Departure time is May 5. Return on May 15. Passenger is one adult.",
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      "split": "train"
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          "goal": "Open agoda. Scour for a first-class flight from Tokyo to Los Angeles. Leaving on August 15 and returning on August 29. Two adults. Sort by shortest duration.",
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          "split": "train"
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      "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "query": {
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      "goal": "Open agoda. Scour for a first-class flight from Tokyo to Los Angeles. Leaving on August 15 and returning on August 29. Two adults. Sort by shortest duration.",
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      "domain": "Travel & Leisure",
      "split": "train"
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    "support": [
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          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7162904739379883,
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    "query": {
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      "goal": "Open agoda. Search for a hotel room in Chealsea, London. From October 1 to October 5. Guests are 2 adults and 1 child in two rooms. Filters are \"4 star rating\" + \"Air conditioning\".",
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      "domain": "Travel & Leisure",
      "split": "train"
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        "episode": {
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          "goal": "Open agoda. Search for Agoda homes in Athens. Choose dates from November 20 to December 20. Three adults. Filter price to less than half of the highest price.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8079061508178711,
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    "query": {
      "episode_id": "c7c817b7b2804cefb08e920affc66acb",
      "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
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      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
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          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "48f4f21ed18e40e6b7cf2b77b4a35af1",
      "goal": "Open agoda. Search for a flight. Departure time is May 2 from Singapore to Vienna. Return time is May10. Two adults with one child. Add the first one to the cart.",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
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          "goal": "Open agoda. I want to book a return train trip. Departure from Manchester and arrival to Birmingham on August 3. Return trip on August 5. Passengers are 1 adult and 1 child.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8998624086380005,
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    "query": {
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      "goal": "Open agoda. I want to book a return train trip. Departure from Leeds to Liverpool on November 10. Return trip on November 20. Passenger is one adult.",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8294718861579895,
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    ],
    "query": {
      "episode_id": "b1c81bd56002411585026d1cc14a5829",
      "goal": "Open agoda. Search for Agoda homes in Sydney. Choose dates from October 2 to October 18. Three adults. Filter price to less than half of the highest price. What is the highest price in the list?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8294718861579895,
    "target_shot": 1,
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    "avg_action_similarity": 0.8803865313529968,
    "avg_ui_similarity": 0.959531481978958
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9265904426574707,
        "action_similarity": 0.9357253909111023,
        "ui_similarity": 0.889020364686069
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    "query": {
      "episode_id": "f430296835674669be3e4746948a5a3a",
      "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9265904426574707,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9357253909111023,
    "avg_ui_similarity": 0.889020364686069
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "e8a3c84642d44a47b45d401d571f74fc",
          "goal": "Open agoda. Search for a hotel in Tokyo. Set the check-in date to May 15 and check-out date to May 25. Filter by \"4-star rating\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7661881446838379,
        "action_similarity": 0.7606120109558105,
        "ui_similarity": 0.5846414682056281
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    ],
    "query": {
      "episode_id": "836e25f05d154813ba6211d6a2530431",
      "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7661881446838379,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7606120109558105,
    "avg_ui_similarity": 0.5846414682056281
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "aff1a041365e44f7b039216811775493",
          "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8103501796722412,
        "action_similarity": 0.8353644013404846,
        "ui_similarity": 0.8881418441273968
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    ],
    "query": {
      "episode_id": "4fecb3913ab3440c9994e9862f3d8660",
      "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8103501796722412,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8353644013404846,
    "avg_ui_similarity": 0.8881418441273968
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "4fc86853b0bf4f588ab9a7082f30eda3",
          "goal": "Open agoda. Search for a hotel room in Chealsea, London. From October 1 to October 5. Guests are 2 adults and 1 child in two rooms. Filters are \"4 star rating\" + \"Air conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6891248226165771,
        "action_similarity": 0.9189777374267578,
        "ui_similarity": 0.9677219557180659
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    ],
    "query": {
      "episode_id": "60e6003b93ae4493b0528c00719fe5ac",
      "goal": "Open agoda. Look for a 5-star hotel in London. Check-in on September 1 and check-out on September 10. Guests include two adults and a child. Ensure to add the top suggested hotel to your cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6891248226165771,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9189777374267578,
    "avg_ui_similarity": 0.9677219557180659
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "b1c81bd56002411585026d1cc14a5829",
          "goal": "Open agoda. Search for Agoda homes in Sydney. Choose dates from October 2 to October 18. Three adults. Filter price to less than half of the highest price. What is the highest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8294718265533447,
        "action_similarity": 0.8803865313529968,
        "ui_similarity": 0.9595314819789579
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    ],
    "query": {
      "episode_id": "7e23d2a6546748428e356709cc50429b",
      "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8294718265533447,
    "target_shot": 1,
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    "avg_action_similarity": 0.8803865313529968,
    "avg_ui_similarity": 0.9595314819789579
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "973f295c634647368374ffbf5f63779a",
          "goal": "Open agoda. Search temporary apartments in Toronto via Agoda homes. Move-in date is September 15, move-out date is October 15. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8097429275512695,
        "action_similarity": 0.8700303435325623,
        "ui_similarity": 0.950880386278811
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    ],
    "query": {
      "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
      "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8097429275512695,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8700303435325623,
    "avg_ui_similarity": 0.950880386278811
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8496657609939575,
        "action_similarity": 0.9422377347946167,
        "ui_similarity": 0.9455900990468092
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    ],
    "query": {
      "episode_id": "32681e1003f24f2fb7d6e82962a51317",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8496657609939575,
    "target_shot": 1,
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    "avg_action_similarity": 0.9422377347946167,
    "avg_ui_similarity": 0.9455900990468092
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "17423353d21445a790e1301bab2b0225",
          "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7974717020988464,
        "action_similarity": 0.9028571248054504,
        "ui_similarity": 0.9806527120986163
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    ],
    "query": {
      "episode_id": "ed4d8708b4434988937983f14c7eae14",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7974717020988464,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9028571248054504,
    "avg_ui_similarity": 0.9806527120986163
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8097429275512695,
        "action_similarity": 0.8700303435325623,
        "ui_similarity": 0.9508803862788107
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    ],
    "query": {
      "episode_id": "973f295c634647368374ffbf5f63779a",
      "goal": "Open agoda. Search temporary apartments in Toronto via Agoda homes. Move-in date is September 15, move-out date is October 15. Monthly budget is less than $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8097429275512695,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8700303435325623,
    "avg_ui_similarity": 0.9508803862788107
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "516c682426ea48ee919bea53f4595904",
          "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6885035634040833,
        "action_similarity": 0.9014765024185181,
        "ui_similarity": 0.543635234221017
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    ],
    "query": {
      "episode_id": "2242ccea38d5480593335d904ca19869",
      "goal": "Open agoda. Find a car rental in San Francisco. Pick up date is September 1, at 10:00am. Drop-off date is September 7, at 10:00am. Filters are \"price under 1000$ per day\" + \"automatic transmission\" + \"deposit under 5000$\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6885035634040833,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9014765024185181,
    "avg_ui_similarity": 0.543635234221017
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8496657609939575,
        "action_similarity": 0.9422377347946167,
        "ui_similarity": 0.9455900990468094
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    ],
    "query": {
      "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
      "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8496657609939575,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9422377347946167,
    "avg_ui_similarity": 0.9455900990468094
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "898b2bce02234fbbbeda0ea725e47a6b",
          "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9239274263381958,
        "action_similarity": 0.8880536556243896,
        "ui_similarity": 0.9075753957718985
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    ],
    "query": {
      "episode_id": "70989a480e3245f8b126c4e7701fb64b",
      "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9239274263381958,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8880536556243896,
    "avg_ui_similarity": 0.9075753957718985
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "c72bbe8ec7964c7c9deb76517281ab8d",
          "goal": "Open agoda. Search for a hotel in Dubai. Check in on May 1st and check out on May 7th. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7133830189704895,
        "action_similarity": 0.8374519348144531,
        "ui_similarity": 0.9142785860433683
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    ],
    "query": {
      "episode_id": "619f17d5c13345aea98594ea190c49d0",
      "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 3 children, one room. Sort the results by price from low to high. What is the lowest price in the hotel?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7133830189704895,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8374519348144531,
    "avg_ui_similarity": 0.9142785860433683
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "9aa92e9d23ae4154841608d99f3e96dc",
          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.761859655380249,
        "action_similarity": 0.7984198927879333,
        "ui_similarity": 0.9027420522682061
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    ],
    "query": {
      "episode_id": "1266faf07a494730942fe471080f5259",
      "goal": "Open agoda. Search for a villa in Miami through agoda homes. Check-in date is December 1, check-out date is January 1. No specific requirements for location or price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.761859655380249,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7984198927879333,
    "avg_ui_similarity": 0.9027420522682061
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "4129751efd904bb1b9b6284277800927",
          "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8449482321739197,
        "action_similarity": 0.8837162256240845,
        "ui_similarity": 0.946076794835
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    ],
    "query": {
      "episode_id": "e786e0dfceef4d4b8f0f89bf59503995",
      "goal": "Open agoda. Search temporary villas in Bali through Agoda homes. Move-in date is June 1, move-out date is July 31. Monthly budget is less than $5000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8449482321739197,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8837162256240845,
    "avg_ui_similarity": 0.946076794835
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "209a46e42e6b44dfaf4723bdbd71e222",
          "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7890821695327759,
        "action_similarity": 0.7741856575012207,
        "ui_similarity": 0.8298380393969701
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    ],
    "query": {
      "episode_id": "24541e55de29434aad477608959b49fb",
      "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7890821695327759,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7741856575012207,
    "avg_ui_similarity": 0.8298380393969701
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "ebb919bb81d14c15b087138908a168f2",
          "goal": "Open agoda. I want to book a self-catering villa in Italy. Arrival date is July 10 and leaving date is July 24. Guests are 2 adults and 3 children. Filter choices by \"swimming pool\" + \"private parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8050066232681274,
        "action_similarity": 0.8507099151611328,
        "ui_similarity": 0.8948633932986814
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    ],
    "query": {
      "episode_id": "e671425b231249df9a19f2fce97d1a41",
      "goal": "Open agoda. Book a self-catering villa in Greece. Arrival date is July 30 and leaving date is August 10. Guests are 2 adults and 2 children. Filter by \"Free Wifi\" + \"Free parking\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8050066232681274,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8507099151611328,
    "avg_ui_similarity": 0.8948633932986814
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "836e25f05d154813ba6211d6a2530431",
          "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7661881446838379,
        "action_similarity": 0.7606120109558105,
        "ui_similarity": 0.5846414682056299
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    ],
    "query": {
      "episode_id": "e8a3c84642d44a47b45d401d571f74fc",
      "goal": "Open agoda. Search for a hotel in Tokyo. Set the check-in date to May 15 and check-out date to May 25. Filter by \"4-star rating\" + \"no prepayment needed\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7661881446838379,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.7606120109558105,
    "avg_ui_similarity": 0.5846414682056299
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "24541e55de29434aad477608959b49fb",
          "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6961770057678223,
        "action_similarity": 0.8646684885025024,
        "ui_similarity": 0.8731306959235745
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    ],
    "query": {
      "episode_id": "8fb5e4c35ae14405bb2c9162247cb510",
      "goal": "Open agoda. Search for hotel rooms in Berlin. From June 5 to June 12. Passengers are 2 adults in one room. Filters: \"Free cancellation\" + \"4 Star rating\" + \"Pet friendly\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.6961770057678223,
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    "avg_action_similarity": 0.8646684885025024,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
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          "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8013521432876587,
        "action_similarity": 0.8930677771568298,
        "ui_similarity": 0.9628769727178651
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    "query": {
      "episode_id": "89cc27c419624047b06943e419a669e8",
      "goal": "Open agoda. I want to fly from Sydney to Honolulu. Departure is December 20. Return on December 27. Passengers: 2 adults and 2 children. Sort by departure time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.8013521432876587,
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    "avg_action_similarity": 0.8930677771568298,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8775252103805542,
        "action_similarity": 0.8852399587631226,
        "ui_similarity": 0.9113206614886423
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    "query": {
      "episode_id": "cf951be08f5a438bbfac929f0cb11a15",
      "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8775252103805542,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8852399587631226,
    "avg_ui_similarity": 0.9113206614886423
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "c7c817b7b2804cefb08e920affc66acb",
          "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8079061508178711,
        "action_similarity": 0.8753540515899658,
        "ui_similarity": 0.852286985539699
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    ],
    "query": {
      "episode_id": "322d6c563c5e4925b480fca675a1a374",
      "goal": "Open agoda. Search for Agoda homes in Athens. Choose dates from November 20 to December 20. Three adults. Filter price to less than half of the highest price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8079061508178711,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8753540515899658,
    "avg_ui_similarity": 0.852286985539699
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
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          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6763707995414734,
        "action_similarity": 0.8922681212425232,
        "ui_similarity": 0.8539987682411517
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    "query": {
      "episode_id": "114a81c9d9b7445d8f8b1e10ffec554c",
      "goal": "Open agoda. Book short-term apartments in Berlin through Agoda homes. Check-in date is September 15, check-out date is September 30. Price limit is $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6763707995414734,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8922681212425232,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
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          "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 3 children, one room. Sort the results by price from low to high. What is the lowest price in the hotel?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7133830189704895,
        "action_similarity": 0.8374519348144531,
        "ui_similarity": 0.9142785860433683
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    "query": {
      "episode_id": "c72bbe8ec7964c7c9deb76517281ab8d",
      "goal": "Open agoda. Search for a hotel in Dubai. Check in on May 1st and check out on May 7th. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7133830189704895,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8374519348144531,
    "avg_ui_similarity": 0.9142785860433683
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "105ec527eccb4a46a7af9638cfd00116",
          "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6674546599388123,
        "action_similarity": 0.8906298875808716,
        "ui_similarity": 0.46467175037658354
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    ],
    "query": {
      "episode_id": "fd24a6e528ef4846b9a0cd2d6408c330",
      "goal": "Open agoda. View last-minute deals for hotels in Hong Kong today. No filter. Save three options to compare later.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.6674546599388123,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8906298875808716,
    "avg_ui_similarity": 0.46467175037658354
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "27991ed29a0f45c2a9755504e3bc262c",
          "goal": "Open agoda. Search for a hotel in Rome. Set the check-in date to August 15 and check-out date to August 20. Filter by \"price lower than $200 per night\" + \"Free Wifi\" + \"Free Parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.722015380859375,
        "action_similarity": 0.8755996227264404,
        "ui_similarity": 0.9797783238057608
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    ],
    "query": {
      "episode_id": "e35833491920439a8ebb8546321b5efe",
      "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.722015380859375,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8755996227264404,
    "avg_ui_similarity": 0.9797783238057608
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "e35833491920439a8ebb8546321b5efe",
          "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.722015380859375,
        "action_similarity": 0.8755996227264404,
        "ui_similarity": 0.979778323805761
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    ],
    "query": {
      "episode_id": "27991ed29a0f45c2a9755504e3bc262c",
      "goal": "Open agoda. Search for a hotel in Rome. Set the check-in date to August 15 and check-out date to August 20. Filter by \"price lower than $200 per night\" + \"Free Wifi\" + \"Free Parking\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.722015380859375,
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    "avg_action_similarity": 0.8755996227264404,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "f430296835674669be3e4746948a5a3a",
          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9265904426574707,
        "action_similarity": 0.9357253909111023,
        "ui_similarity": 0.8890203646860689
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    ],
    "query": {
      "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
      "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9265904426574707,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9357253909111023,
    "avg_ui_similarity": 0.8890203646860689
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "df5954ab42824f2da9e003c70720dc97",
          "goal": "Open agoda. Confirm flight availability from Kuala Lumpur to Jakarta. Set departure for June 2, with the return date on June 9. Passengers include one adult and two children. Look for evening flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7279940247535706,
        "action_similarity": 0.8391652703285217,
        "ui_similarity": 0.8700084314047409
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    ],
    "query": {
      "episode_id": "4bd64f950cd84556904607fed88aebbb",
      "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7279940247535706,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8391652703285217,
    "avg_ui_similarity": 0.8700084314047409
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "b31f339a2d6441bb994b4a30f184a267",
          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6464134454727173,
        "action_similarity": 0.8278872966766357,
        "ui_similarity": 0.9152639679704849
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    ],
    "query": {
      "episode_id": "1ea53cf2fe0b4b598f4fecdc1d87fc06",
      "goal": "Open agoda. Search for a flight with a departure time of October 1 from Berlin to Amsterdam. Without return. Filter the airline by Lufthansa. Add the top suggested flight to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.6464134454727173,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8278872966766357,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "836e25f05d154813ba6211d6a2530431",
          "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7281966209411621,
        "action_similarity": 0.8113275766372681,
        "ui_similarity": 0.6613686249564904
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    ],
    "query": {
      "episode_id": "bc62e26c71084c6b9934203008a83c69",
      "goal": "Open agoda. Search for deals. Select \"travel to Japan\". Bookmark first hotel on the list.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7281966209411621,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8113275766372681,
    "avg_ui_similarity": 0.6613686249564904
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "4fecb3913ab3440c9994e9862f3d8660",
          "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8103502988815308,
        "action_similarity": 0.8353644013404846,
        "ui_similarity": 0.8881418441273969
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    ],
    "query": {
      "episode_id": "aff1a041365e44f7b039216811775493",
      "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.8103502988815308,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8353644013404846,
    "avg_ui_similarity": 0.8881418441273969
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "898b2bce02234fbbbeda0ea725e47a6b",
          "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9185881018638611,
        "action_similarity": 0.9700879454612732,
        "ui_similarity": 0.8883930242254454
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    ],
    "query": {
      "episode_id": "07e16dea94b94552a037611207b80422",
      "goal": "Open agoda. Book a flight from Tokyo to Seoul. Departure time is July 1. Return on July 10. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9185881018638611,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.9700879454612732,
    "avg_ui_similarity": 0.8883930242254454
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7589251399040222,
        "action_similarity": 0.8322824239730835,
        "ui_similarity": 0.7963930621587518
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    ],
    "query": {
      "episode_id": "d013ca151d76430eac5c1be91ae049c3",
      "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7589251399040222,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8322824239730835,
    "avg_ui_similarity": 0.7963930621587518
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7831602096557617,
        "action_similarity": 0.897183895111084,
        "ui_similarity": 0.7501579904299344
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    ],
    "query": {
      "episode_id": "75b53570c33242d48a9631541de1bd69",
      "goal": "Open agoda. Book a hotel room in Seoul. From July 1 to July 10. Filtering with \"car park\" + \"breakfast included\" + \"5 star rating\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7831602096557617,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.897183895111084,
    "avg_ui_similarity": 0.7501579904299344
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "9aa92e9d23ae4154841608d99f3e96dc",
          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9144402742385864,
        "action_similarity": 0.8306623697280884,
        "ui_similarity": 0.9142331678341117
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    ],
    "query": {
      "episode_id": "4129751efd904bb1b9b6284277800927",
      "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.9144402742385864,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8306623697280884,
    "avg_ui_similarity": 0.9142331678341117
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "4bd64f950cd84556904607fed88aebbb",
          "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7279940247535706,
        "action_similarity": 0.8391652703285217,
        "ui_similarity": 0.8700084314047406
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    ],
    "query": {
      "episode_id": "df5954ab42824f2da9e003c70720dc97",
      "goal": "Open agoda. Confirm flight availability from Kuala Lumpur to Jakarta. Set departure for June 2, with the return date on June 9. Passengers include one adult and two children. Look for evening flights only.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 1,
    "avg_similarity": 0.7279940247535706,
    "target_shot": 1,
    "split": "train",
    "avg_action_similarity": 0.8391652703285217,
    "avg_ui_similarity": 0.8700084314047406
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "e35833491920439a8ebb8546321b5efe",
          "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7200304269790649,
        "action_similarity": 0.8273651003837585,
        "ui_similarity": 0.5464154562698893
      }
    ],
    "query": {
      "episode_id": "25e8a719e2d24652b052c6d320b99e0d",
      "goal": "Open agoda. Find a car rental in Madrid. Pick up date is October 1, at 10:00am. Drop-off date is October 7, at 10:00am. Filters are 'price under 150$ per day' + 'Air Conditioning + 'Automatic Transmission'.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8273651003837585,
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  {
    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8239973783493042,
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      "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "cf48a786b2f54e50a7014308053e43e9",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Rome. Return time is June 30. Two adults with a child.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.8558309078216553,
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    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8147463202476501,
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    "query": {
      "episode_id": "1861cd09b03e492499c8f5038a869388",
      "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "action_similarity": 0.7036105990409851,
        "ui_similarity": 0.42202524701803246
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    "query": {
      "episode_id": "105ec527eccb4a46a7af9638cfd00116",
      "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7890821695327759,
        "action_similarity": 0.7741856575012207,
        "ui_similarity": 0.8298380393969702
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    "query": {
      "episode_id": "209a46e42e6b44dfaf4723bdbd71e222",
      "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
    "avg_similarity": 0.7890821695327759,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
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          "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9239274263381958,
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    "query": {
      "episode_id": "898b2bce02234fbbbeda0ea725e47a6b",
      "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. I want to book a self-catering villa in Italy. Arrival date is July 10 and leaving date is July 24. Guests are 2 adults and 3 children. Filter choices by \"swimming pool\" + \"private parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7474232912063599,
        "action_similarity": 0.8528404235839844,
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    "query": {
      "episode_id": "9d57f517bbad4551a25553730a41bebc",
      "goal": "Open agoda. I want to book a self-catering apartment in Lisbon. Arrival date is August 20 and leaving date is September 1. Guests are 2 adults and 1 child. Filter choices by \"swimming pool\" + \"free Wifi\" + \"Pets allowed\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
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          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6951180100440979,
        "action_similarity": 0.8856290578842163,
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    "query": {
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      "goal": "Open agoda. Find a flight from San Francisco to Seattle on June 12 and return on June 19. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "sephora",
    "support": [
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        "episode": {
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          "goal": "Open Sephora. Search brand \"Clinique\". Select the third recommendation. Change the product amount to 3 and add to cart.",
          "detected_app": "sephora",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6452782154083252,
        "action_similarity": 0.7994327545166016,
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    "query": {
      "episode_id": "da7e40ce53cf43aca0031f96ec977777",
      "goal": "Open Sephora. Browse category \"Fragrances\". Choose \"For Women\" subcategory. Select the top rated product. Change the order quantity to 2 and add to cart.",
      "detected_app": "sephora",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
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  {
    "app": "sephora",
    "support": [
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        "episode": {
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          "goal": "Open Sephora. Open cart and show the total price of all products.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.925421953201294,
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    "query": {
      "episode_id": "cddec0b77d44448dad2d5555ffe4fe43",
      "goal": "Open Sephora. Open cart and check the total price of items.",
      "detected_app": "sephora",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "sephora",
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        "episode": {
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          "goal": "Open Sephora. Search \"Serum\". Sort results by price from highest to lowest. Select the second product and review its \"How to\".",
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          "split": "train"
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        "similarity": 0.672116219997406,
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    "query": {
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      "goal": "Open Sephora. Search \"sunscreen\". Sort results by price (from highest to lowest). Select the second one and add it to the favorites.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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        "episode": {
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    "query": {
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      "goal": "Open Sephora. Check the \"new arrivals\" section. Choose the second product and add it to the shopping cart.",
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      "split": "train"
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    "k_shot": 1,
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        "episode": {
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          "goal": "Open Sephora. Find the 'Just arrived' section and add the fifth product to the shopping cart.",
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        "similarity": 0.8712478280067444,
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    "query": {
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      "goal": "Open Sephora. Go to the \"Just Arrived\" section. Browse products and add the third and fifth ones to the favorite list.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 1,
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    "app": "sephora",
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        "episode": {
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          "goal": "Open Sephora. Search \"foundation\". Sort results by price (from lowest to highest). Select the first one. Save to favorite.",
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          "split": "train"
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        "similarity": 0.7826353311538696,
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    "query": {
      "episode_id": "20509c8b3eb6428193e78fab9df639da",
      "goal": "Open Sephora. Search for \"foundation\". Sort the results by highest rating. Select the third one. Add it to cart.",
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  {
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        "episode": {
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          "goal": "Open Sephora. Search for \"red lipstick\". Sort results by highest rating. Select the first one and add it to the shopping cart.",
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    "query": {
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      "goal": "Open Sephora. Search \"lipstick\". Sort results by newest arrivals. Select the first product and add it to the shopping cart.",
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        "episode": {
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          "goal": "Open Sephora. Open favorites and remove the first product from the list.",
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        "similarity": 0.9387887120246887,
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    "query": {
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      "goal": "Open Sephora. Open \"Favorites\". Remove the third product from the list.",
      "detected_app": "sephora",
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      "split": "train"
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    "query": {
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      "goal": "Open Sephora. Search \"foundation\". Sort results by price (from lowest to highest). Select the first one. Save to favorite.",
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        "episode": {
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          "goal": "Open Sephora. Search \"face mask\". Sort the results by customer rating. Add the top one to favorites list.",
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          "split": "train"
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    "query": {
      "episode_id": "5b660086ca764b4cbb125fcd5f8d81fa",
      "goal": "Open Sephora. Search for \"face primer\". Sort results by newest arrivals. Select the second one. Add it to the shopping cart.",
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      "split": "train"
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  {
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  {
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      "goal": "Open Ebay. Visit \"Saved Sellers\". Review your saved sellers and select the second one. Explore their other products and add first two to your wishlist.",
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        "episode": {
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          "domain": "E-Commerce & Shopping",
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        "episode": {
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    "query": {
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      "goal": "Open Ebay. Navigate to \"Watches\". Filter by brand \"Rolex\" and condition \"New\". Choose the first item. Add it to the wishlist.",
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  {
    "app": "ebay",
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        "episode": {
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    "query": {
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      "goal": "Open Ebay. Search for \"Macbook Air\". Sort results by \"Price + Shipping: highest first\". Pick the first item.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
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          "domain": "Health & Fitness",
          "split": "train"
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      "domain": "Health & Fitness",
      "split": "train"
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  {
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        "episode": {
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          "domain": "Health & Fitness",
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        "similarity": 0.9891680479049683,
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    "query": {
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      "goal": "Open Muscle_Booster. Create a workout. Set workout type to Outdoor. Set required equipment to \"no equipment\" and duration to 40 minutes. The target area is lower body. The difficulty level is \"intermediate\".",
      "detected_app": "muscle_booster",
      "domain": "Health & Fitness",
      "split": "train"
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    "k_shot": 1,
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  {
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        "episode": {
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          "goal": "Open Muscle_Booster. Under the \"Profile\" tab, attempt to change the username to a new one.",
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          "domain": "Health & Fitness",
          "split": "train"
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        "similarity": 0.7976141571998596,
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    "query": {
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      "goal": "Open Muscle_Booster. Under the \"Profile\" tab, attempt to update the profile bio or information.",
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      "domain": "Health & Fitness",
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  {
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  {
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  {
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        "episode": {
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          "domain": "Health & Fitness",
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    "query": {
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          "split": "train"
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    "query": {
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  {
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          "domain": "Health & Fitness",
          "split": "train"
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    "query": {
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      "domain": "Health & Fitness",
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      "goal": "Open Google Maps. Search \"Chelsea Manhattan\". Find restaurants. Filter by \"Chinese\". Get direction to the first result. Choose cycling and start navigation.",
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      "goal": "Open Google Maps. Explore Restaurants around current location. Filter by \"open now\" and rating over 4 stars. Select the nearest one and get direction on walk.",
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      "goal": "Open Google Maps. Search \"New York Public Library\". When is the open hours on Saturdays?",
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      "goal": "Open Google Maps. Search \"Madison Square Garden\". Get directions from Dumbo and select public transit. How long does it take if I choose the first route?",
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        "similarity": 0.6863785982131958,
        "action_similarity": 0.7020044326782227,
        "ui_similarity": 0.8772702484947397
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    ],
    "query": {
      "episode_id": "3ed812a6469546b2811073070c791883",
      "goal": "Open SHEIN. Go to \"Everyday loungewear\" section in women category. Sort by \"price low to high\". Select second product and add to cart.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6863785982131958,
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    "avg_action_similarity": 0.7020044326782227,
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "1524f0c08555426fb63bcfa1d755a17a",
          "goal": "Open SHEIN. Search for \"women dresses\". Filter by \"maxi length\" and sort by \"popular\". Select the third item. Access and read its description. Add it to the cart.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8244085311889648,
        "action_similarity": 0.881240725517273,
        "ui_similarity": 0.9817651079941075
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    ],
    "query": {
      "episode_id": "c01a6980e8b449bb95bd81c547ccf7b2",
      "goal": "Open SHEIN. Browse category \"Dresses\". Sort items by \"popular\". Select the fifth dress from the top. Look for the size guide. Add the dress to the cart in size \"M\".",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8244085311889648,
    "target_shot": 1,
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    "avg_action_similarity": 0.881240725517273,
    "avg_ui_similarity": 0.9817651079941075
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "ac1afd2704034b9fb1bf71d1525feefe",
          "goal": "Open SHEIN. Open cart and remove the first item. What is the total price of the items in cart?",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9819364547729492,
        "action_similarity": 0.963702917098999,
        "ui_similarity": 0.9579098455541553
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    ],
    "query": {
      "episode_id": "6e8005f769034899be11a849055ad1ae",
      "goal": "Open SHEIN. Open cart and remove the second item. What is the total price of the items in cart now?",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9819364547729492,
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    "split": "test",
    "avg_action_similarity": 0.963702917098999,
    "avg_ui_similarity": 0.9579098455541553
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "6e8005f769034899be11a849055ad1ae",
          "goal": "Open SHEIN. Open cart and remove the second item. What is the total price of the items in cart now?",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.782471776008606,
        "action_similarity": 0.934837818145752,
        "ui_similarity": 0.9887656074840642
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    ],
    "query": {
      "episode_id": "25b6aed44c204fbe895c93b6e0a8ec5b",
      "goal": "Open SHEIN. Check your cart. Remove the second item. What is the total price of the items in wishlist now?",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.782471776008606,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.934837818145752,
    "avg_ui_similarity": 0.9887656074840642
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "74dae7c256e64542aeb082277cced501",
          "goal": "Open SHEIN. Search and select \"lipstick\". Sort by \"Most Popular\". Choose one and view its user reviews. Filter reviews by \"most recent\".",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.714582085609436,
        "action_similarity": 0.8129475116729736,
        "ui_similarity": 0.8736215631928697
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    ],
    "query": {
      "episode_id": "e22c36a185ee4c2d871cefc686be4601",
      "goal": "Open SHEIN. Find and select a \"black dress\". Sort by \"popularity\". Choose the fifth item and view its user reviews.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.714582085609436,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8129475116729736,
    "avg_ui_similarity": 0.8736215631928697
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "772e0d86feda442998fbbbf95ebf04f0",
          "goal": "Open SHEIN. Find \"men formal shoes\" in the search bar. Filter by \"EU size 46\". Add a pair to the wishlist, and check the return policy.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8448490500450134,
        "action_similarity": 0.9026376008987427,
        "ui_similarity": 0.9886114957173343
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    ],
    "query": {
      "episode_id": "33fa04a029b54d4ba082b63e08a31ea3",
      "goal": "Open SHEIN. Search for \"men sport shoes\" in the search bar. Filter by \"EU size 40\". Add a pair to the cart, and proceed to the checkout process.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8448490500450134,
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    "avg_action_similarity": 0.9026376008987427,
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "c6af89437fba46549be4ec52d37f44ae",
          "goal": "Open SHEIN. Search \"women shoes\". Filter size to EU 38 and sort by highest rating. Select the fifth one and save it to wishlist.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7734986543655396,
        "action_similarity": 0.8753976821899414,
        "ui_similarity": 0.9195323201988311
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    ],
    "query": {
      "episode_id": "faff583d45374bdbad0273bdc3a78bca",
      "goal": "Open SHEIN. Find \"men sneakers\". Filter by \"EU size 44\". Add the cheapest one to wishlist.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7734986543655396,
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    "avg_action_similarity": 0.8753976821899414,
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open SHEIN. Go to \"Everyday loungewear\" section in women category. Sort by \"price low to high\". Select second product and add to cart.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
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        "similarity": 0.6863785982131958,
        "action_similarity": 0.7020044326782227,
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    ],
    "query": {
      "episode_id": "fadeed0cc2d94329a3bee572b37361b8",
      "goal": "Open SHEIN. Search \"men joggers\". Filter by \"Size L\" and sort by \"price low to high\". Add the second item to your cart.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
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  {
    "app": "shein",
    "support": [
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        "episode": {
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          "goal": "Open SHEIN. Browse category \"Dresses\". Sort items by \"popular\". Select the fifth dress from the top. Look for the size guide. Add the dress to the cart in size \"M\".",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
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        "similarity": 0.8244085907936096,
        "action_similarity": 0.881240725517273,
        "ui_similarity": 0.9817651079941077
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    ],
    "query": {
      "episode_id": "1524f0c08555426fb63bcfa1d755a17a",
      "goal": "Open SHEIN. Search for \"women dresses\". Filter by \"maxi length\" and sort by \"popular\". Select the third item. Access and read its description. Add it to the cart.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
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    "avg_similarity": 0.8244085907936096,
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  {
    "app": "booking",
    "support": [
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        "episode": {
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          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
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        "similarity": 0.6479433178901672,
        "action_similarity": 0.8751843571662903,
        "ui_similarity": 0.9485007119824029
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    "query": {
      "episode_id": "73dd5c56b68f45999975a5b9a6072972",
      "goal": "Open Booking.com. Book a round-trip flight from Los Angeles to Vancouver. Departing on August 2 and returning on August 8. For 2 adults and 2 children in first class. Sort by duration, non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
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    "k_shot": 1,
    "avg_similarity": 0.6479433178901672,
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    "split": "test",
    "avg_action_similarity": 0.8751843571662903,
    "avg_ui_similarity": 0.9485007119824029
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "a1eb6c5cff804540a50c65e3cd0fb161",
          "goal": "Open Booking.com. Rent a car in San Francisco from Sep 5 7 am to Sep 15 9 pm. Driver\"s age from 30 to 65. Filter by SUVs, Sixt supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8813061714172363,
        "action_similarity": 0.9555627107620239,
        "ui_similarity": 0.8780048889074855
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    ],
    "query": {
      "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
      "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8813061714172363,
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    "split": "test",
    "avg_action_similarity": 0.9555627107620239,
    "avg_ui_similarity": 0.8780048889074855
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "69e2dab7abbf449db7901a6574dd640f",
          "goal": "Open Booking.com. Find an apartment to rent in New York for July. Filter by \"2+ bedrooms\" + \"parking included\" + \"allows pets\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063452243804932,
        "action_similarity": 0.971011221408844,
        "ui_similarity": 0.8600558211160708
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    ],
    "query": {
      "episode_id": "db416be932b8413bba38cd85e760cb61",
      "goal": "Open Booking.com. Search for apartments in New York, stay from July 11 to July 22. 1 adult. Filters: \"balcony\", \"Wifi\" and \"Free parking\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8063452243804932,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.971011221408844,
    "avg_ui_similarity": 0.8600558211160708
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9189506769180298,
        "action_similarity": 0.9341281652450562,
        "ui_similarity": 0.9282840517550062
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    ],
    "query": {
      "episode_id": "4391363161564fe0a20b1b892b18b4a6",
      "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9189506769180298,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9341281652450562,
    "avg_ui_similarity": 0.9282840517550062
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
          "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7378692626953125,
        "action_similarity": 0.8606178760528564,
        "ui_similarity": 0.9810829305995471
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    ],
    "query": {
      "episode_id": "543101eb91c7451da8f27f92a2757543",
      "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7378692626953125,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8606178760528564,
    "avg_ui_similarity": 0.9810829305995471
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "2681d3bef8204066be238149e007b720",
          "goal": "Open Booking.com. Search a one-way flight from London to Madrid. Departure date 10 October. 1 adult in economy class. Filter for direct flights",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8464450836181641,
        "action_similarity": 0.9036312103271484,
        "ui_similarity": 0.9701902262701482
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    ],
    "query": {
      "episode_id": "db6add737de1446587aa155da634bc5e",
      "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8464450836181641,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9036312103271484,
    "avg_ui_similarity": 0.9701902262701482
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
          "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6558228731155396,
        "action_similarity": 0.8949283361434937,
        "ui_similarity": 0.9185195464787024
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    ],
    "query": {
      "episode_id": "3f1176830c5146a0b8d54b05b59cbce7",
      "goal": "Open Booking.com. Rent a car in Paris from July 5 9 am to July 15 11 am. Filter by coupe type, Avis Car Rental supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6558228731155396,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8949283361434937,
    "avg_ui_similarity": 0.9185195464787024
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "d019ef060c2b40259458a5a8d8589b8f",
          "goal": "Open Booking.com. Search a return flight from Moscow to Paris. Departure date 10 September, return date 20 September. 1 adult. Economy class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8098118901252747,
        "action_similarity": 0.9229727983474731,
        "ui_similarity": 0.794600564351459
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    ],
    "query": {
      "episode_id": "f0ad8c7bb2944f62802d9265007db615",
      "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8098118901252747,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9229727983474731,
    "avg_ui_similarity": 0.794600564351459
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7254241704940796,
        "action_similarity": 0.7753175497055054,
        "ui_similarity": 0.965675913694788
      }
    ],
    "query": {
      "episode_id": "af41b14992294864ac8c6abd4ab5ae2d",
      "goal": "Open Booking.com. Book a return flight from Berlin to Venice. Departure date 15 July, return date 22 July. 2 adults. Business class. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7254241704940796,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7753175497055054,
    "avg_ui_similarity": 0.965675913694788
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "543101eb91c7451da8f27f92a2757543",
          "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7122050523757935,
        "action_similarity": 0.879889965057373,
        "ui_similarity": 0.8329323820662342
      }
    ],
    "query": {
      "episode_id": "0ec3cd6403a3421fa158fc75a5557ed2",
      "goal": "Open Booking.com. Find a return flight from Delhi to Munich. Departure date 12 October, return date 25 October. 1 Adult in premium economy class. Sort by direct flight.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7122050523757935,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.879889965057373,
    "avg_ui_similarity": 0.8329323820662342
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
          "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9034549593925476,
        "action_similarity": 0.8656356334686279,
        "ui_similarity": 0.9563671035153072
      }
    ],
    "query": {
      "episode_id": "38077e608daa4128bca191118b79dfa5",
      "goal": "Open Booking.com. Find hotels in Sydney from 15 June until 25 June. 4 guests in 2 rooms.Filter by 5-star rating, free breakfast, and swimming pool.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9034549593925476,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8656356334686279,
    "avg_ui_similarity": 0.9563671035153072
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "577969850f53457598bbf79bcd0f3d0e",
          "goal": "Open Booking.com. Find a villa to rent in Bali for New Year\"s Eve. Filter by \"private pool\" + \"breakfast included\" + \"room service\" + \"Wonderful\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8484888076782227,
        "action_similarity": 0.9326684474945068,
        "ui_similarity": 0.8487305786365895
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    ],
    "query": {
      "episode_id": "a4972a3ad505413e815265a41822d675",
      "goal": "Open Booking.com. Find a luxury villa in Bali from 5 August to 20 August with filters on \"private pool\", \"sea view\" and \"breakfast included\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8484888076782227,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9326684474945068,
    "avg_ui_similarity": 0.8487305786365895
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6688937544822693,
        "action_similarity": 0.9068729877471924,
        "ui_similarity": 0.8715922650468381
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    ],
    "query": {
      "episode_id": "e5359422e5b24ffba896334c14cb2749",
      "goal": "Open Booking.com. Search for a flight from London to Dubai and return. Leave on June 10, come back on June 20. One adult and one child in business class. No stops preferred.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6688937544822693,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9068729877471924,
    "avg_ui_similarity": 0.8715922650468381
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "87b4421eb48c4abab4511282f08f8e07",
          "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8120306730270386,
        "action_similarity": 0.9651136994361877,
        "ui_similarity": 0.9357323990757814
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    ],
    "query": {
      "episode_id": "e4cf61ddd9404357bca515cbe22df044",
      "goal": "Open Booking.com. Reserve a rental car in Los Angeles. Pickup on June 15 and drop off on June 30. Choose a SUV class. Sort by customer reviews.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8120306730270386,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9651136994361877,
    "avg_ui_similarity": 0.9357323990757814
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "00241511ed5049419dcc2844b50a84d8",
          "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.844035267829895,
        "action_similarity": 0.9332025647163391,
        "ui_similarity": 0.9584227499068823
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    ],
    "query": {
      "episode_id": "3cf06ebca42141848696c220c04136e1",
      "goal": "Open Booking.com. Look up a one-way flight from Melbourne to Auckland. Depart on June 22. 3 adults in business class. Stopovers are allowed. Sort by cheapest price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.844035267829895,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9332025647163391,
    "avg_ui_similarity": 0.9584227499068823
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "db6add737de1446587aa155da634bc5e",
          "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8464450836181641,
        "action_similarity": 0.9036312103271484,
        "ui_similarity": 0.9701902262701483
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    ],
    "query": {
      "episode_id": "2681d3bef8204066be238149e007b720",
      "goal": "Open Booking.com. Search a one-way flight from London to Madrid. Departure date 10 October. 1 adult in economy class. Filter for direct flights",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8464450836181641,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9036312103271484,
    "avg_ui_similarity": 0.9701902262701483
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8592580556869507,
        "action_similarity": 0.964891254901886,
        "ui_similarity": 0.8679701932747061
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    ],
    "query": {
      "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
      "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8592580556869507,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.964891254901886,
    "avg_ui_similarity": 0.8679701932747061
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "38077e608daa4128bca191118b79dfa5",
          "goal": "Open Booking.com. Find hotels in Sydney from 15 June until 25 June. 4 guests in 2 rooms.Filter by 5-star rating, free breakfast, and swimming pool.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9034549593925476,
        "action_similarity": 0.8656356334686279,
        "ui_similarity": 0.9563671035153074
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    ],
    "query": {
      "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
      "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9034549593925476,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8656356334686279,
    "avg_ui_similarity": 0.9563671035153074
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
          "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7626835107803345,
        "action_similarity": 0.8531447649002075,
        "ui_similarity": 0.9348928714904452
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    ],
    "query": {
      "episode_id": "7ad146353c9e49ac951805cc5546e750",
      "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7626835107803345,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8531447649002075,
    "avg_ui_similarity": 0.9348928714904452
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7609096169471741,
        "action_similarity": 0.8637422323226929,
        "ui_similarity": 0.8523606698871135
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    ],
    "query": {
      "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
      "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7609096169471741,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8637422323226929,
    "avg_ui_similarity": 0.8523606698871135
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7848241925239563,
        "action_similarity": 0.8861815333366394,
        "ui_similarity": 0.869258565388261
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    ],
    "query": {
      "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
      "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7848241925239563,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8861815333366394,
    "avg_ui_similarity": 0.869258565388261
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "db416be932b8413bba38cd85e760cb61",
          "goal": "Open Booking.com. Search for apartments in New York, stay from July 11 to July 22. 1 adult. Filters: \"balcony\", \"Wifi\" and \"Free parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063452243804932,
        "action_similarity": 0.971011221408844,
        "ui_similarity": 0.8600558211160708
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    ],
    "query": {
      "episode_id": "69e2dab7abbf449db7901a6574dd640f",
      "goal": "Open Booking.com. Find an apartment to rent in New York for July. Filter by \"2+ bedrooms\" + \"parking included\" + \"allows pets\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8063452243804932,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.971011221408844,
    "avg_ui_similarity": 0.8600558211160708
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "a4972a3ad505413e815265a41822d675",
          "goal": "Open Booking.com. Find a luxury villa in Bali from 5 August to 20 August with filters on \"private pool\", \"sea view\" and \"breakfast included\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8484888076782227,
        "action_similarity": 0.9326684474945068,
        "ui_similarity": 0.8487305786365892
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    ],
    "query": {
      "episode_id": "577969850f53457598bbf79bcd0f3d0e",
      "goal": "Open Booking.com. Find a villa to rent in Bali for New Year\"s Eve. Filter by \"private pool\" + \"breakfast included\" + \"room service\" + \"Wonderful\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8484888076782227,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9326684474945068,
    "avg_ui_similarity": 0.8487305786365892
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "d6a8fa063656457c81d460db8ec22e79",
          "goal": "Open Booking.com. Search a round-trip flight from New York to Miami. Departure date July 4, return date July 11. 2 Adults and 1 child. Premium Economy cabin class. Sort by price. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.645916223526001,
        "action_similarity": 0.7606821060180664,
        "ui_similarity": 0.82767316097898
      }
    ],
    "query": {
      "episode_id": "fb8f167baba74b06bb104ead0a2c3ef2",
      "goal": "Open Booking.com. Look for hotels in Miami from 10 August to 20 August for 2 adults. Want a room with a king bed and overlooking the beach. Include free parking and gym in filters. Sort by price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.645916223526001,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7606821060180664,
    "avg_ui_similarity": 0.82767316097898
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "041e1eb6a4194806ac2d38702c44603e",
          "goal": "Open Booking.com. Search hotels in Tokyo, from 5 October to 20 October. 2 guests and 1 child in 1 room. Queen-sized bed and 1 single bed. Filters include Wi-Fi, 24-hour front desk, and parking. Sort by proximity to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8750313520431519,
        "action_similarity": 0.9277399778366089,
        "ui_similarity": 0.9454235598915617
      }
    ],
    "query": {
      "episode_id": "1dff9496cc044864820b5bf340b85d13",
      "goal": "Open Booking.com. Find 2 hotel rooms in Tokyo. From June 10 to June 18. Occupants are 2 adults, 2 children. Filter by \"free wifi\" + \"5 stars\"",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8750313520431519,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9277399778366089,
    "avg_ui_similarity": 0.9454235598915617
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.865192711353302,
        "action_similarity": 0.8018215298652649,
        "ui_similarity": 0.9706191354495942
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    ],
    "query": {
      "episode_id": "b0f5c858e91543abbef8dceca94249d9",
      "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.865192711353302,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8018215298652649,
    "avg_ui_similarity": 0.9706191354495942
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7454453706741333,
        "action_similarity": 0.8962658047676086,
        "ui_similarity": 0.8680358545116615
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    ],
    "query": {
      "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
      "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7454453706741333,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8962658047676086,
    "avg_ui_similarity": 0.8680358545116615
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7089369297027588,
        "action_similarity": 0.8909933567047119,
        "ui_similarity": 0.9805449999791921
      }
    ],
    "query": {
      "episode_id": "716333ffae0049d382af3a8d0ad00515",
      "goal": "Open Booking.com. Book a flight to Rome from London. Departure time is June 1. Passenger is one adult. Filter by \"non-stop\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7089369297027588,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8909933567047119,
    "avg_ui_similarity": 0.9805449999791921
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8389891386032104,
        "action_similarity": 0.9339924454689026,
        "ui_similarity": 0.9426755420878897
      }
    ],
    "query": {
      "episode_id": "15b06c0282f4469789f0c8b371c7218e",
      "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8389891386032104,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9339924454689026,
    "avg_ui_similarity": 0.9426755420878897
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
          "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8813062310218811,
        "action_similarity": 0.9555627107620239,
        "ui_similarity": 0.8780048889074854
      }
    ],
    "query": {
      "episode_id": "a1eb6c5cff804540a50c65e3cd0fb161",
      "goal": "Open Booking.com. Rent a car in San Francisco from Sep 5 7 am to Sep 15 9 pm. Driver\"s age from 30 to 65. Filter by SUVs, Sixt supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8813062310218811,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9555627107620239,
    "avg_ui_similarity": 0.8780048889074854
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9189506769180298,
        "action_similarity": 0.9341281652450562,
        "ui_similarity": 0.9282840517550062
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    ],
    "query": {
      "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
      "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9189506769180298,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9341281652450562,
    "avg_ui_similarity": 0.9282840517550062
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "3cf06ebca42141848696c220c04136e1",
          "goal": "Open Booking.com. Look up a one-way flight from Melbourne to Auckland. Depart on June 22. 3 adults in business class. Stopovers are allowed. Sort by cheapest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.844035267829895,
        "action_similarity": 0.9332025647163391,
        "ui_similarity": 0.9584227499068821
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    ],
    "query": {
      "episode_id": "00241511ed5049419dcc2844b50a84d8",
      "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.844035267829895,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9332025647163391,
    "avg_ui_similarity": 0.9584227499068821
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7887743711471558,
        "action_similarity": 0.8436501622200012,
        "ui_similarity": 0.9220849513619885
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    ],
    "query": {
      "episode_id": "29e0088098604b68a46f760c2ce8ded0",
      "goal": "Open Booking.com. Search for hotels in Manhattan, New York, from August 5 to August 10. 3 guests in one room. Price range $600 to $2500. Filters: very good rating, excellent location, inclusive breakfast, non-smoking rooms and pets allowed.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7887743711471558,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8436501622200012,
    "avg_ui_similarity": 0.9220849513619885
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "fb8f167baba74b06bb104ead0a2c3ef2",
          "goal": "Open Booking.com. Look for hotels in Miami from 10 August to 20 August for 2 adults. Want a room with a king bed and overlooking the beach. Include free parking and gym in filters. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.645916223526001,
        "action_similarity": 0.7606821060180664,
        "ui_similarity": 0.8276731609789798
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    ],
    "query": {
      "episode_id": "d6a8fa063656457c81d460db8ec22e79",
      "goal": "Open Booking.com. Search a round-trip flight from New York to Miami. Departure date July 4, return date July 11. 2 Adults and 1 child. Premium Economy cabin class. Sort by price. Non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.645916223526001,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7606821060180664,
    "avg_ui_similarity": 0.8276731609789798
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7848241925239563,
        "action_similarity": 0.8861815333366394,
        "ui_similarity": 0.8692585653882609
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    ],
    "query": {
      "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
      "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7848241925239563,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8861815333366394,
    "avg_ui_similarity": 0.8692585653882609
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8098118901252747,
        "action_similarity": 0.9229727983474731,
        "ui_similarity": 0.7946005643514591
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    ],
    "query": {
      "episode_id": "d019ef060c2b40259458a5a8d8589b8f",
      "goal": "Open Booking.com. Search a return flight from Moscow to Paris. Departure date 10 September, return date 20 September. 1 adult. Economy class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8098118901252747,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9229727983474731,
    "avg_ui_similarity": 0.7946005643514591
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7396335005760193,
        "action_similarity": 0.9128162264823914,
        "ui_similarity": 0.9685862423923614
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    ],
    "query": {
      "episode_id": "65656e7aae9640c582986348cdbc01d0",
      "goal": "Open Booking.com. Search multi-city flights from New York to Paris on 15 May, from Paris to London on 30 May and from London to New York on 20 May. 1 Adult. First cabin class. Sort by price. No specific airlines.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7396335005760193,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9128162264823914,
    "avg_ui_similarity": 0.9685862423923614
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6310829520225525,
        "action_similarity": 0.7622083425521851,
        "ui_similarity": 0.8469757442846911
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    ],
    "query": {
      "episode_id": "83edb50b6ff043269cb5bb239b6c8aaa",
      "goal": "Open Booking.com. Search hotels in Venice, from 10 July to 14 July. 2 guests in 1 room. Double bed room. Filter with coffee machine, sea view and airport shuttle.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6310829520225525,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7622083425521851,
    "avg_ui_similarity": 0.8469757442846911
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7157173752784729,
        "action_similarity": 0.8774858713150024,
        "ui_similarity": 0.9356449419446516
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    ],
    "query": {
      "episode_id": "6585e99b068b4e02ac74aa3580e25e8c",
      "goal": "Open Booking.com. Search a one-way flight from Chicago to London departing 25th June. 1 adult and 1 children in economy class. One-stop maximum.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7157173752784729,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8774858713150024,
    "avg_ui_similarity": 0.9356449419446516
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b0f5c858e91543abbef8dceca94249d9",
          "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.865192711353302,
        "action_similarity": 0.8018215298652649,
        "ui_similarity": 0.9706191354495942
      }
    ],
    "query": {
      "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
      "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.865192711353302,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8018215298652649,
    "avg_ui_similarity": 0.9706191354495942
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6875406503677368,
        "action_similarity": 0.8876234292984009,
        "ui_similarity": 0.9619322627471747
      }
    ],
    "query": {
      "episode_id": "e725fedae3e74bd9aa8ce09195b2ec5c",
      "goal": "Open Booking.com. Find hotels in London, from 20 September to 30 September. 3 guests in 1 family room. Filters include pet friendly, breakfast included, bathtub and spa. Sort by guest rating.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6875406503677368,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8876234292984009,
    "avg_ui_similarity": 0.9619322627471747
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
          "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7238473892211914,
        "action_similarity": 0.9297922849655151,
        "ui_similarity": 0.8419341859315292
      }
    ],
    "query": {
      "episode_id": "c0e376a416294310abcc2ba5ea245ceb",
      "goal": "Open Booking.com. Find a flight from Paris to Tokyo. Depart on July 10 and return on July 25. One adult traveller. Apply \"max 1 stops\" filters.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7238473892211914,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9297922849655151,
    "avg_ui_similarity": 0.8419341859315292
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7821459770202637,
        "action_similarity": 0.8720846772193909,
        "ui_similarity": 0.9302690296604151
      }
    ],
    "query": {
      "episode_id": "016cd29c6da8488296e7ef18f014aee1",
      "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7821459770202637,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8720846772193909,
    "avg_ui_similarity": 0.9302690296604151
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7ad146353c9e49ac951805cc5546e750",
          "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6425579786300659,
        "action_similarity": 0.9223795533180237,
        "ui_similarity": 0.9461673069225139
      }
    ],
    "query": {
      "episode_id": "81f02c0029fc4e3a9328e457bdec0347",
      "goal": "Open Booking.com. Rent a car in New York from May 10, 8 am to May 15, 7 pm. Driver\"s age 45. Filter by large car type, Hertz rent supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6425579786300659,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9223795533180237,
    "avg_ui_similarity": 0.9461673069225139
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
          "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7374547719955444,
        "action_similarity": 0.9243767261505127,
        "ui_similarity": 0.8947270761125942
      }
    ],
    "query": {
      "episode_id": "7eda2cc409064e8d8849d4506475814a",
      "goal": "Open Booking.com. Search round-trip flights from Tokyo to Seattle. Departure date 10 May, return date 20 May. 1 adult, 1 child. Business class. Sort by total travel time. One stop is okay.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7374547719955444,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9243767261505127,
    "avg_ui_similarity": 0.8947270761125942
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b0f5c858e91543abbef8dceca94249d9",
          "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7466726303100586,
        "action_similarity": 0.8406641483306885,
        "ui_similarity": 0.8812311306665743
      }
    ],
    "query": {
      "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
      "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7466726303100586,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8406641483306885,
    "avg_ui_similarity": 0.8812311306665743
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8389891386032104,
        "action_similarity": 0.9339924454689026,
        "ui_similarity": 0.9426755420878894
      }
    ],
    "query": {
      "episode_id": "df69bb678d2746b0bf746393804e838b",
      "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8389891386032104,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9339924454689026,
    "avg_ui_similarity": 0.9426755420878894
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8960314989089966,
        "action_similarity": 0.8791334629058838,
        "ui_similarity": 0.8371955510091541
      }
    ],
    "query": {
      "episode_id": "538d42392cd74e6faeaa8e20a571470d",
      "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8960314989089966,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8791334629058838,
    "avg_ui_similarity": 0.8371955510091541
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
          "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7430652976036072,
        "action_similarity": 0.8775280714035034,
        "ui_similarity": 0.8403443893350151
      }
    ],
    "query": {
      "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
      "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7430652976036072,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8775280714035034,
    "avg_ui_similarity": 0.8403443893350151
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7ad146353c9e49ac951805cc5546e750",
          "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7626835107803345,
        "action_similarity": 0.8531447649002075,
        "ui_similarity": 0.9348928714904451
      }
    ],
    "query": {
      "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
      "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7626835107803345,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8531447649002075,
    "avg_ui_similarity": 0.9348928714904451
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7482911944389343,
        "action_similarity": 0.9319677352905273,
        "ui_similarity": 0.9813938630260645
      }
    ],
    "query": {
      "episode_id": "017be8e3446b41a898cc60de869f7e16",
      "goal": "Open Booking.com. Search for a return flight from Milan to New York. Leave on May 24, come back on June 4. With 2 adults and 1 child in economy class. Sort by duration. A stopover is acceptable.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7482911944389343,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9319677352905273,
    "avg_ui_similarity": 0.9813938630260645
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "3f1176830c5146a0b8d54b05b59cbce7",
          "goal": "Open Booking.com. Rent a car in Paris from July 5 9 am to July 15 11 am. Filter by coupe type, Avis Car Rental supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6226052641868591,
        "action_similarity": 0.809070348739624,
        "ui_similarity": 0.8519076787737946
      }
    ],
    "query": {
      "episode_id": "b095339b935846ab85f5cac13123149e",
      "goal": "Open Booking.com. Look for hotels in Paris, from June 1 to June 10. 3 guests in one room, sort by guest rating with filters on balcony, room service, double bed and breakfast included.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6226052641868591,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.809070348739624,
    "avg_ui_similarity": 0.8519076787737946
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "1dff9496cc044864820b5bf340b85d13",
          "goal": "Open Booking.com. Find 2 hotel rooms in Tokyo. From June 10 to June 18. Occupants are 2 adults, 2 children. Filter by \"free wifi\" + \"5 stars\"",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8750313520431519,
        "action_similarity": 0.9277399778366089,
        "ui_similarity": 0.9454235598915617
      }
    ],
    "query": {
      "episode_id": "041e1eb6a4194806ac2d38702c44603e",
      "goal": "Open Booking.com. Search hotels in Tokyo, from 5 October to 20 October. 2 guests and 1 child in 1 room. Queen-sized bed and 1 single bed. Filters include Wi-Fi, 24-hour front desk, and parking. Sort by proximity to downtown.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8750313520431519,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9277399778366089,
    "avg_ui_similarity": 0.9454235598915617
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7496223449707031,
        "action_similarity": 0.9158309698104858,
        "ui_similarity": 0.8524792766032275
      }
    ],
    "query": {
      "episode_id": "213802710d024b368924915577356cc3",
      "goal": "Open Booking.com. Search for a return flight from Sydney to Toronto. Leave on June 18, come back on June 28. With 2 adults in economy class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7496223449707031,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9158309698104858,
    "avg_ui_similarity": 0.8524792766032275
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "00b131dc132946e186a38730c90f0d58",
          "goal": "Open Booking.com. Look for a vacation home for rent in Barcelona for New Year\"s Eve. Adjust filters for city view, pet-friendly and room service.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7302075028419495,
        "action_similarity": 0.8076384663581848,
        "ui_similarity": 0.760836119915359
      }
    ],
    "query": {
      "episode_id": "3d4a39e943b24d24acf0eac2a7de6684",
      "goal": "Open Booking.com. Book a rental car in Barcelona. Pick up on July 20, drop off on July 29. Midsize car size. Sort by customer ratings.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7302075028419495,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8076384663581848,
    "avg_ui_similarity": 0.760836119915359
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8592580556869507,
        "action_similarity": 0.964891254901886,
        "ui_similarity": 0.8679701932747061
      }
    ],
    "query": {
      "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
      "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8592580556869507,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.964891254901886,
    "avg_ui_similarity": 0.8679701932747061
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e4cf61ddd9404357bca515cbe22df044",
          "goal": "Open Booking.com. Reserve a rental car in Los Angeles. Pickup on June 15 and drop off on June 30. Choose a SUV class. Sort by customer reviews.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8120306730270386,
        "action_similarity": 0.9651136994361877,
        "ui_similarity": 0.9357323990757817
      }
    ],
    "query": {
      "episode_id": "87b4421eb48c4abab4511282f08f8e07",
      "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8120306730270386,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9651136994361877,
    "avg_ui_similarity": 0.9357323990757817
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "4ff77c2788c941ad9066ea9caf2d3481",
          "goal": "Open Gmail. Go to the Drafts mailbox. Check the recipient of the first email",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7970856428146362,
        "action_similarity": 0.8689969778060913,
        "ui_similarity": 0.9795814327518848
      }
    ],
    "query": {
      "episode_id": "9ef8327f8d1d4bde9f434b385a33a2bd",
      "goal": "Open Gmail. Access the Drafts mailbox. Forward the first email to \"amy.jackson@gmail.com\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7970856428146362,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8689969778060913,
    "avg_ui_similarity": 0.9795814327518848
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "93bc46b659a743d99915f45d0a3c1639",
          "goal": "Open Gmail. open the first email present in the \"Trash\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9367111325263977,
        "action_similarity": 0.9512778520584106,
        "ui_similarity": 0.5757916198813373
      }
    ],
    "query": {
      "episode_id": "8ff4094c6ad046818f110f8ada70c586",
      "goal": "Open Gmail. Open the second email present in the \"Trash\" folder.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9367111325263977,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9512778520584106,
    "avg_ui_similarity": 0.5757916198813373
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "4ff77c2788c941ad9066ea9caf2d3481",
          "goal": "Open Gmail. Go to the Drafts mailbox. Check the recipient of the first email",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8223077058792114,
        "action_similarity": 0.9333417415618896,
        "ui_similarity": 0.9814686236962805
      }
    ],
    "query": {
      "episode_id": "89d2071006b84352a7a05976d53caeab",
      "goal": "Open Gmail. Go through the \"Drafts\" folder and send the first saved email draft.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8223077058792114,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9333417415618896,
    "avg_ui_similarity": 0.9814686236962805
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "dbed5e30bf934edc94d6c19fd2d54009",
          "goal": "Open Gmail. Compose an email to multiple recipients testautomationtest101@gmail.com and testautomationtest202@gmail.com with the subject \"Group Email\", and the body saying \"This is a test group email for task generation\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8712254762649536,
        "action_similarity": 0.9546517729759216,
        "ui_similarity": 0.6559995859059865
      }
    ],
    "query": {
      "episode_id": "2312aafe6b424f08ba634f857ad20615",
      "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8712254762649536,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9546517729759216,
    "avg_ui_similarity": 0.6559995859059865
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "137ff9c706b841fa94b2abb40895695d",
          "goal": "Open Gmail. Erase the first email located in the \"Spam\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9577112197875977,
        "action_similarity": 0.8896951675415039,
        "ui_similarity": 0.9973993504925941
      }
    ],
    "query": {
      "episode_id": "a31d98096b524a798ca0de33ee237383",
      "goal": "Open Gmail. Erase the second email located in the \"Spam\" folder.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9577112197875977,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8896951675415039,
    "avg_ui_similarity": 0.9973993504925941
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
          "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9749960899353027,
        "action_similarity": 0.9777131080627441,
        "ui_similarity": 0.7178284103922195
      }
    ],
    "query": {
      "episode_id": "badcc8f1444542ad87fd30c2da1e03cf",
      "goal": "Open Gmail. Compose a new email to \"tasktest1234@gmail.com\". Use \"Email Task Test\" as the subject, include in the content: \"This is an email sent for task testing and generation.\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9749960899353027,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9777131080627441,
    "avg_ui_similarity": 0.7178284103922195
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "3057aee26a234c528a290588b0d57a1d",
          "goal": "Open Gmail. Archive the first unread email in the inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9077128171920776,
        "action_similarity": 0.7289037108421326,
        "ui_similarity": 0.7190085305900242
      }
    ],
    "query": {
      "episode_id": "c1ba156504a34433bd4d1f312825eafe",
      "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9077128171920776,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7289037108421326,
    "avg_ui_similarity": 0.7190085305900242
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "21e3ababa580449184f949dc359b3fa0",
          "goal": "Open Gmail. Search emails from \"BBC sports\". Read the lastest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7433257699012756,
        "action_similarity": 0.9413728713989258,
        "ui_similarity": 0.955001701835581
      }
    ],
    "query": {
      "episode_id": "cd82a996ce47429bbbc90a09ae96cc67",
      "goal": "Open Gmail. Search emails from \"BBC News\". Read the newest email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7433257699012756,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9413728713989258,
    "avg_ui_similarity": 0.955001701835581
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "9559c6a4df854088be4bd3445051c255",
          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6767877340316772,
        "action_similarity": 0.7193481922149658,
        "ui_similarity": 0.8472392874509538
      }
    ],
    "query": {
      "episode_id": "fb9434f53d09451cb8896954341acb47",
      "goal": "Open Gmail. Search emails that contain \"Verification\". Delete the third one.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6767877340316772,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7193481922149658,
    "avg_ui_similarity": 0.8472392874509538
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "89d2071006b84352a7a05976d53caeab",
          "goal": "Open Gmail. Go through the \"Drafts\" folder and send the first saved email draft.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8223077058792114,
        "action_similarity": 0.9333417415618896,
        "ui_similarity": 0.9814686236962804
      }
    ],
    "query": {
      "episode_id": "4ff77c2788c941ad9066ea9caf2d3481",
      "goal": "Open Gmail. Go to the Drafts mailbox. Check the recipient of the first email",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8223077058792114,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9333417415618896,
    "avg_ui_similarity": 0.9814686236962804
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "3e7dd2d463ec4590a79e107ec96d5cfc",
          "goal": "Open Gmail. Apply a label named \"work\" to the five recent emails in the inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7318587899208069,
        "action_similarity": 0.7885905504226685,
        "ui_similarity": 0.6193173969683096
      }
    ],
    "query": {
      "episode_id": "aa3ca0920e794d06bea443941187fe8d",
      "goal": "Open Gmail. Apply a new label called \"Work\" to the first email in the inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7318587899208069,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7885905504226685,
    "avg_ui_similarity": 0.6193173969683096
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "9559c6a4df854088be4bd3445051c255",
          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8732025623321533,
        "action_similarity": 0.7817658185958862,
        "ui_similarity": 0.964678190299963
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    ],
    "query": {
      "episode_id": "746b5abc358740e797f55bdacd017724",
      "goal": "Open Gmail. Go to Spam mailbox. Mark the first email as not spam and then move it to inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8732025623321533,
    "target_shot": 1,
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    "avg_action_similarity": 0.7817658185958862,
    "avg_ui_similarity": 0.964678190299963
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "adc060b75fa94d8a9eb379933e6d3039",
          "goal": "Open Gmail. Open the 2th email in the inbox, flag it as not important and then archive it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8117940425872803,
        "action_similarity": 0.7991104125976562,
        "ui_similarity": 0.8853214577045881
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    ],
    "query": {
      "episode_id": "2951c740f1624169973a2090b7deaf91",
      "goal": "Open Gmail. Open the second email in the inbox, mark it as unread and then move it to \"Archive\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8117940425872803,
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    "avg_action_similarity": 0.7991104125976562,
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "dbed5e30bf934edc94d6c19fd2d54009",
          "goal": "Open Gmail. Compose an email to multiple recipients testautomationtest101@gmail.com and testautomationtest202@gmail.com with the subject \"Group Email\", and the body saying \"This is a test group email for task generation\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.835106372833252,
        "action_similarity": 0.9271844029426575,
        "ui_similarity": 0.7841216418601165
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    ],
    "query": {
      "episode_id": "114cff9c017148b586a6c3a7f360bf97",
      "goal": "Open Gmail. Write an email to several recipients nametest101@gmail.com and testname202@gmail.com. The subject should read \"Collective Email\", and the body needs to mention \"This is a mass email for task production\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.835106372833252,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9271844029426575,
    "avg_ui_similarity": 0.7841216418601165
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "114cff9c017148b586a6c3a7f360bf97",
          "goal": "Open Gmail. Write an email to several recipients nametest101@gmail.com and testname202@gmail.com. The subject should read \"Collective Email\", and the body needs to mention \"This is a mass email for task production\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6369615793228149,
        "action_similarity": 0.9285613298416138,
        "ui_similarity": 0.9706590767074369
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    ],
    "query": {
      "episode_id": "f5d6b226ee4040719cfc9e2cff13f2ff",
      "goal": "Open Gmail. Compose an email to \"team@example.com\" with a subject \"Project Update\" and body \"The project is on track and will be completed by the end of this month.\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6369615793228149,
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    "avg_action_similarity": 0.9285613298416138,
    "avg_ui_similarity": 0.9706590767074369
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "52e73573397f401a90e7a7d01503c60f",
          "goal": "Open Gmail. Delete the second email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9020352959632874,
        "action_similarity": 0.8300411701202393,
        "ui_similarity": 0.9867874232496713
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    ],
    "query": {
      "episode_id": "39d5c73936244189965b75392d521584",
      "goal": "Open Gmail. Delete the first email in inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9020352959632874,
    "target_shot": 1,
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    "avg_action_similarity": 0.8300411701202393,
    "avg_ui_similarity": 0.9867874232496713
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9020353555679321,
        "action_similarity": 0.8300411701202393,
        "ui_similarity": 0.9867874232496713
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    ],
    "query": {
      "episode_id": "52e73573397f401a90e7a7d01503c60f",
      "goal": "Open Gmail. Delete the second email in inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9020353555679321,
    "target_shot": 1,
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    "avg_action_similarity": 0.8300411701202393,
    "avg_ui_similarity": 0.9867874232496713
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "f7bf7eb65936484cb0fa3b4a3bf0df81",
          "goal": "Open Gmail. Search emails from \"Amazon\". Read the most recent email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8875364065170288,
        "action_similarity": 0.7534250020980835,
        "ui_similarity": 0.7005252546117261
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    ],
    "query": {
      "episode_id": "4a0b3885f9d7463da49184eb4fd2e8eb",
      "goal": "Open Gmail. Go to the \"Starred\" folder. If there are any emails, open the first email, else perform a search for \"Amazon\" and open the first result email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8875364065170288,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7534250020980835,
    "avg_ui_similarity": 0.7005252546117261
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8712254762649536,
        "action_similarity": 0.9546517729759216,
        "ui_similarity": 0.6559995859059865
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    ],
    "query": {
      "episode_id": "dbed5e30bf934edc94d6c19fd2d54009",
      "goal": "Open Gmail. Compose an email to multiple recipients testautomationtest101@gmail.com and testautomationtest202@gmail.com with the subject \"Group Email\", and the body saying \"This is a test group email for task generation\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8712254762649536,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9546517729759216,
    "avg_ui_similarity": 0.6559995859059865
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "d9fe0cf2d5004c809ad1704c2cc8d880",
          "goal": "Open Gmail. Create an email addressed to automationtest202@gmail.com with \"Notice\" as the subject and \"This is an announcement for the upcoming software testing symposium\" as content. Remember to send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7522071599960327,
        "action_similarity": 0.9486867785453796,
        "ui_similarity": 0.9609454683902829
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    ],
    "query": {
      "episode_id": "e70f297ceef2487fbc713c642d6f4782",
      "goal": "Open Gmail. Compose an email to softwaretesting@gmail.com with \"Software Testing Workshop\" as subject and \"Please join our software testing workshop next weekend.\" as body. Send the email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7522071599960327,
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    "split": "test",
    "avg_action_similarity": 0.9486867785453796,
    "avg_ui_similarity": 0.9609454683902829
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "c1ba156504a34433bd4d1f312825eafe",
          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7866432666778564,
        "action_similarity": 0.7255434393882751,
        "ui_similarity": 0.6926302300844535
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    ],
    "query": {
      "episode_id": "d088642f5e8240e9b5c77e80e501a7da",
      "goal": "Open Gmail. Select the first email in the \"Junk\" folder and move it to the \"Unread\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7866432666778564,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7255434393882751,
    "avg_ui_similarity": 0.6926302300844535
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7722076177597046,
        "action_similarity": 0.7188558578491211,
        "ui_similarity": 0.19946733128968683
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    ],
    "query": {
      "episode_id": "b27819a25c1f4fb3aee3739fc59644bb",
      "goal": "Open Gmail. Go to the Starred mailbox. Unstar the first email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7722076177597046,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7188558578491211,
    "avg_ui_similarity": 0.19946733128968683
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "89cb80e8c6eb4f1895d02d81cde134e2",
          "goal": "Open Gmail. Search emails with word \"Webinar\". Move all the results to \"Starred\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6288763880729675,
        "action_similarity": 0.8280286192893982,
        "ui_similarity": 0.7119733481166514
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    ],
    "query": {
      "episode_id": "85c41537816a4efab11fbbd10fe3687c",
      "goal": "Open Gmail. Search emails with word \"Conference\". Star all the results.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.6288763880729675,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8280286192893982,
    "avg_ui_similarity": 0.7119733481166514
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "89d2071006b84352a7a05976d53caeab",
          "goal": "Open Gmail. Go through the \"Drafts\" folder and send the first saved email draft.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7974787950515747,
        "action_similarity": 0.8934230804443359,
        "ui_similarity": 0.9872140895003995
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    ],
    "query": {
      "episode_id": "38a5db61e4884ef48c32be2c8e31844c",
      "goal": "Open Gmail. Access the \"Drafts\" mailbox. Delete the first draft.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7974787950515747,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.8934230804443359,
    "avg_ui_similarity": 0.9872140895003995
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "137ff9c706b841fa94b2abb40895695d",
          "goal": "Open Gmail. Erase the first email located in the \"Spam\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9427841305732727,
        "action_similarity": 0.9284136295318604,
        "ui_similarity": 0.9983099033685551
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    ],
    "query": {
      "episode_id": "9559c6a4df854088be4bd3445051c255",
      "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9427841305732727,
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    "avg_action_similarity": 0.9284136295318604,
    "avg_ui_similarity": 0.9983099033685551
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "e0519163c5ff43fc88443fdcda99d4a4",
          "goal": "Open Gmail. Open the Sent mailbox and move the first email to Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8361175656318665,
        "action_similarity": 0.9191702008247375,
        "ui_similarity": 0.974483540227429
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    ],
    "query": {
      "episode_id": "d1e2b020bc574a1b9421fbdc93906a08",
      "goal": "Open Gmail. Check out the \"Sent\" mailbox and move the third email into the Starred mailbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8361175656318665,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.9191702008247375,
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "81046c2feba340c1b49c0c5f64597dcc",
          "goal": "Open Gmail. Trash the fifth email in the inbox. Then, forward the fourth email to \"john_doe@example.com\" with a message \"I thought you might find this interesting!\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.680851399898529,
        "action_similarity": 0.6812595129013062,
        "ui_similarity": 0.5668165820028536
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    ],
    "query": {
      "episode_id": "b2e009ed8d454b7da49eaf41557337eb",
      "goal": "Open Gmail. Go through the \"Sent\" folder and delete the fifth sent email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.680851399898529,
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  {
    "app": "gmail",
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      {
        "episode": {
          "episode_id": "8ff4094c6ad046818f110f8ada70c586",
          "goal": "Open Gmail. Open the second email present in the \"Trash\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9367111325263977,
        "action_similarity": 0.9512778520584106,
        "ui_similarity": 0.575791619881337
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    ],
    "query": {
      "episode_id": "93bc46b659a743d99915f45d0a3c1639",
      "goal": "Open Gmail. open the first email present in the \"Trash\" folder.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
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    "avg_ui_similarity": 0.575791619881337
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
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          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9040929079055786,
        "action_similarity": 0.7164159417152405,
        "ui_similarity": 0.11599223339221829
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    ],
    "query": {
      "episode_id": "b4ec5b38d497493f8fdf29295660f22b",
      "goal": "Open Gmail. Mark the first three emails in the inbox as unread.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9040929079055786,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7164159417152405,
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "2951c740f1624169973a2090b7deaf91",
          "goal": "Open Gmail. Open the second email in the inbox, mark it as unread and then move it to \"Archive\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8117940425872803,
        "action_similarity": 0.7991104125976562,
        "ui_similarity": 0.8853214577045883
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    ],
    "query": {
      "episode_id": "adc060b75fa94d8a9eb379933e6d3039",
      "goal": "Open Gmail. Open the 2th email in the inbox, flag it as not important and then archive it.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.8117940425872803,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7991104125976562,
    "avg_ui_similarity": 0.8853214577045883
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
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          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9077128171920776,
        "action_similarity": 0.7289037108421326,
        "ui_similarity": 0.7190085305900243
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    ],
    "query": {
      "episode_id": "3057aee26a234c528a290588b0d57a1d",
      "goal": "Open Gmail. Archive the first unread email in the inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.9077128171920776,
    "target_shot": 1,
    "split": "test",
    "avg_action_similarity": 0.7289037108421326,
    "avg_ui_similarity": 0.7190085305900243
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "746b5abc358740e797f55bdacd017724",
          "goal": "Open Gmail. Go to Spam mailbox. Mark the first email as not spam and then move it to inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7576345205307007,
        "action_similarity": 0.90396648645401,
        "ui_similarity": 0.9987445687841511
      }
    ],
    "query": {
      "episode_id": "1ced5e4388f940a3be77da61a0583d17",
      "goal": "Open Gmail. Go to the \"Spam\" folder. If there are any emails, mark the first email as \"Not Spam\", else perform a search for \"Advertisement\" and open the first result email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 1,
    "avg_similarity": 0.7576345205307007,
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    "avg_action_similarity": 0.90396648645401,
    "avg_ui_similarity": 0.9987445687841511
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  {
    "app": "gmail",
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      {
        "episode": {
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          "goal": "Open Gmail. Check out the \"Sent\" mailbox and move the third email into the Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.8240249752998352,
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    "query": {
      "episode_id": "d1af43dd8a6f4ce5b55e18a35a95a391",
      "goal": "Open Gmail. Archive the third email in the \"Starred\".",
      "detected_app": "gmail",
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  {
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      {
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          "detected_app": "gmail",
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        "similarity": 0.8368121385574341,
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      "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with the subject \"Demo Email\", and the body saying \"This is a demonstration email for task generation\"",
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  {
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        "similarity": 0.9577112197875977,
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      "episode_id": "137ff9c706b841fa94b2abb40895695d",
      "goal": "Open Gmail. Erase the first email located in the \"Spam\" folder.",
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        "similarity": 0.6866163015365601,
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      "goal": "Open Gmail. Direct reply the first email with content \"Understood\".",
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  {
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      "goal": "Open Gmail. Go to the Sent mailbox. Forward the third email to \"mark.taylor@gmail.com\".",
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  {
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      "episode_id": "81046c2feba340c1b49c0c5f64597dcc",
      "goal": "Open Gmail. Trash the fifth email in the inbox. Then, forward the fourth email to \"john_doe@example.com\" with a message \"I thought you might find this interesting!\".",
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      "split": "test"
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        "similarity": 0.8387871980667114,
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      "episode_id": "d9fe0cf2d5004c809ad1704c2cc8d880",
      "goal": "Open Gmail. Create an email addressed to automationtest202@gmail.com with \"Notice\" as the subject and \"This is an announcement for the upcoming software testing symposium\" as content. Remember to send the email.",
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      "domain": "Productivity & Tools",
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        "similarity": 0.8875364065170288,
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      "episode_id": "f7bf7eb65936484cb0fa3b4a3bf0df81",
      "goal": "Open Gmail. Search emails from \"Amazon\". Read the most recent email.",
      "detected_app": "gmail",
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  {
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        "episode": {
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        "similarity": 0.814504086971283,
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      "episode_id": "d6c0403e323346d488e782106ebf469a",
      "goal": "Open Gmail. Move the emails in the \"Promotions\" mailbox to \"Spam\".",
      "detected_app": "gmail",
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  {
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      "goal": "Open Gmail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team\"",
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      "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
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  {
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      "episode_id": "2746adcb47fd4c9d883c4665d37483df",
      "goal": "Open Gmail. Go to the \"Sent\" folder. Read the first email in the list, and then return it to the \"Inbox\".",
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      "split": "test"
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          "domain": "Productivity & Tools",
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      "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with \"Invitation\" as subject and \"You are invited for the upcoming automation testing event\" as body. Send the email.",
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  {
    "app": "gmail",
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        "episode": {
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          "goal": "Open Gmail. Check out the \"Sent\" mailbox and move the third email into the Starred mailbox.",
          "detected_app": "gmail",
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          "split": "test"
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        "action_similarity": 0.9191702008247375,
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      "goal": "Open Gmail. Open the Sent mailbox and move the first email to Starred mailbox.",
      "detected_app": "gmail",
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      "split": "test"
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  {
    "app": "citymapper",
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        "episode": {
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          "goal": "Open Citymapper. Save the Columbia University as a favorite place and name it CU.",
          "detected_app": "citymapper",
          "domain": "Navigation & Transportation",
          "split": "test"
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    "query": {
      "episode_id": "f6d574a2e3bc4552960585438b823a10",
      "goal": "Open Citymapper. Save the Courant Institute as the school address.",
      "detected_app": "citymapper",
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      "split": "test"
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        "episode": {
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          "goal": "Open Citymapper. Search for a route from the working place to home and set the departure time to 6:00 PM next monday.",
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      "episode_id": "34eb393968e947a7860d6d1af5fedd0d",
      "goal": "Open Citymapper. Search for a route from current location to the working place and set the departure time to 8:00 AM tomorrow.",
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          "split": "test"
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        "action_similarity": 0.840060830116272,
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    "query": {
      "episode_id": "de1ca1d238be43ccae5d011539d07376",
      "goal": "Open Citymapper. Change the city to New York.",
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          "goal": "Open Citymapper. Search for a route from Rockefeller Center to the Washington Square Park.",
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          "domain": "Navigation & Transportation",
          "split": "test"
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    "query": {
      "episode_id": "75120cb62add47048413c0801f6fb03e",
      "goal": "Open Citymapper. Save the Rockefeller Center as a favorite place.",
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    "query": {
      "episode_id": "95185451ded04c7880fd032a29e86bc4",
      "goal": "Open Citymapper. Save the Columbia University as a favorite place and name it CU.",
      "detected_app": "citymapper",
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          "goal": "Open Citymapper. Search for the nearest bus stop. Find out what lines are available.",
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          "split": "test"
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    "query": {
      "episode_id": "dab2917f9fdd498b8009e68b8d8b3bed",
      "goal": "Open Citymapper. Search for the nearest subway station. Find out what lines are available.",
      "detected_app": "citymapper",
      "domain": "Navigation & Transportation",
      "split": "test"
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  {
    "app": "citymapper",
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        "episode": {
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          "goal": "Open Citymapper. Save the nearest bus station.",
          "detected_app": "citymapper",
          "domain": "Navigation & Transportation",
          "split": "test"
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        "similarity": 0.7665116190910339,
        "action_similarity": 0.8788014650344849,
        "ui_similarity": 0.95216482069693
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    ],
    "query": {
      "episode_id": "93c2a9c97b554fce92f1c628884b4608",
      "goal": "Open Novelship. Search \"Versace\". Filter products to apparel and Women\"s. Sort by highest price. Select the third item. Add it to cart",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7865411341190338,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8693887591362,
    "avg_ui_similarity": 0.9669000240165921
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "77fd18b38a2f4bc4b001bf3edc5878ac",
          "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8761391043663025,
        "action_similarity": 0.908066987991333,
        "ui_similarity": 0.9937174011863011
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      {
        "episode": {
          "episode_id": "c53eb62dd7914c7799e2595620d5412e",
          "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6661545038223267,
        "action_similarity": 0.8325729370117188,
        "ui_similarity": 0.869742575320862
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    ],
    "query": {
      "episode_id": "a6fc03d64a174b8fb2f63974783585ad",
      "goal": "Open Novelship. Search \"PUMA\". Filter for size 10 and sort by lowest price. Select the first item. Add to cart and select payment.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7711468040943146,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8703199625015259,
    "avg_ui_similarity": 0.9317299882535816
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9109574556350708,
        "action_similarity": 0.9146625995635986,
        "ui_similarity": 0.8444474204514837
      },
      {
        "episode": {
          "episode_id": "655f0f34ed964901be2eeeefa5b6f27e",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8347799181938171,
        "action_similarity": 0.892840564250946,
        "ui_similarity": 0.9582032277093554
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    ],
    "query": {
      "episode_id": "a947e8bddbbc45689620b07c67e742a1",
      "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.872868686914444,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9037515819072723,
    "avg_ui_similarity": 0.9013253240804195
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "7908914c7a364efc96ce49ba12150801",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7912098169326782,
        "action_similarity": 0.9162189960479736,
        "ui_similarity": 0.9503778353796618
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      {
        "episode": {
          "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.778256356716156,
        "action_similarity": 0.8262714743614197,
        "ui_similarity": 0.889788109854171
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    ],
    "query": {
      "episode_id": "f3fca84044084216b88d9577bc572ddf",
      "goal": "Open Novelship. Search \"Hat\". Filter products to apparel and sort by popularity. Add the first item to wishlist. Check if it is verified by novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7847330868244171,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8712452352046967,
    "avg_ui_similarity": 0.9200829726169164
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "467692ffb9ac4dc0a49aae5e1c6a31e4",
          "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7989040613174438,
        "action_similarity": 0.8674852252006531,
        "ui_similarity": 0.9809501276879002
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      {
        "episode": {
          "episode_id": "1766fab805c14ba1ad9bc711a3042e8e",
          "goal": "Open Novelship. Browse \"Under Retail\". Select the first item. Check if it is verified by Novelship and if promotion is available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6376869678497314,
        "action_similarity": 0.9419748783111572,
        "ui_similarity": 0.9059341789589729
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    ],
    "query": {
      "episode_id": "33dac573d84747afa5e096c7eeaca539",
      "goal": "Open Novelship. Browse \"New Lowest List\". Select the second item. Check its detailed information.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7182955145835876,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9047300517559052,
    "avg_ui_similarity": 0.9434421533234365
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "063932777d3444308308e4521cb9d6ce",
          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7550175189971924,
        "action_similarity": 0.8757356405258179,
        "ui_similarity": 0.9009123915524849
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      {
        "episode": {
          "episode_id": "32c9f1502e19471394fac0f16d0593b5",
          "goal": "Open Novelship. Search \"Air Jordan\". Filter products to sneakers and sort by popularity. Add the second item to wishlist. Check if it is verified by Novelship",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7334676384925842,
        "action_similarity": 0.8918306231498718,
        "ui_similarity": 0.9411379826714995
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    ],
    "query": {
      "episode_id": "dfa3d2f0b1904e7caf885b62e62f5551",
      "goal": "Open Novelship. Search \"Yeezy\". Filter products to sneakers and sort by lowest price. Add one item to wishlist. Check if it is verified by novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7442425787448883,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8837831318378448,
    "avg_ui_similarity": 0.9210251871119922
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "e89ae775fe5744178eac54bd0a7dd47b",
          "goal": "Open Novelship. Search \"ADIDAS\". Filter products to apparel and size to \"M\". Sort by highest price. Select the first item. Add it to wishlist with size \"M\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8939062356948853,
        "action_similarity": 0.9616298079490662,
        "ui_similarity": 0.9062243717822269
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      {
        "episode": {
          "episode_id": "d05dcf3e6e1842e6a33cfd3a2604ec57",
          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"M\". Sort by most relevant. Select the second item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8831698894500732,
        "action_similarity": 0.8589824438095093,
        "ui_similarity": 0.8974622029751795
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    ],
    "query": {
      "episode_id": "59279ecddab64f9e965dd44e92f712e8",
      "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8885380625724792,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9103061258792877,
    "avg_ui_similarity": 0.9018432873787032
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "80b874b59091423eaca18cc74c2b20f5",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article and go back to the home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9912171363830566,
        "action_similarity": 0.8322028517723083,
        "ui_similarity": 0.8534990559036864
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      {
        "episode": {
          "episode_id": "76b7950cc2b64bce89fe768f4296108c",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9619115591049194,
        "action_similarity": 0.9322096705436707,
        "ui_similarity": 0.8272679808507277
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    ],
    "query": {
      "episode_id": "2ebf048460ee4db8bb019fa166e27225",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.976564347743988,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8822062611579895,
    "avg_ui_similarity": 0.840383518377207
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "c53eb62dd7914c7799e2595620d5412e",
          "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7737734317779541,
        "action_similarity": 0.8686736226081848,
        "ui_similarity": 0.8661571293737956
      },
      {
        "episode": {
          "episode_id": "77fd18b38a2f4bc4b001bf3edc5878ac",
          "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7614317536354065,
        "action_similarity": 0.7938902378082275,
        "ui_similarity": 0.9575785421679349
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    ],
    "query": {
      "episode_id": "b4a1c96a9fef45f5b4990e86b0303881",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7676025927066803,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8312819302082062,
    "avg_ui_similarity": 0.9118678357708653
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "7d16612f455f447fa9dacf258234153f",
          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6883323192596436,
        "action_similarity": 0.8589946031570435,
        "ui_similarity": 0.935701755451765
      },
      {
        "episode": {
          "episode_id": "7908914c7a364efc96ce49ba12150801",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6873724460601807,
        "action_similarity": 0.8680135011672974,
        "ui_similarity": 0.9257499447945986
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    ],
    "query": {
      "episode_id": "6e68d8dad7b242298a4e0affb941658a",
      "goal": "Open Novelship. Search \"Dior\". Filter products to accessories. Sort by latest. Select the second item. Make offer.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6878523826599121,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8635040521621704,
    "avg_ui_similarity": 0.9307258501231819
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "3f75804c98f945c39d7cf12a4a754eaa",
          "goal": "Open Novelship. Browse \"Trending Deals\". Select the third item. Check its detailed information and add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8540656566619873,
        "action_similarity": 0.8192088603973389,
        "ui_similarity": 0.9417593448495845
      },
      {
        "episode": {
          "episode_id": "c694583acb154134b6451c742687a29e",
          "goal": "Open Novelship. Go to \"Trending Deals\". Select the first item. See if it\"s available in size \"M\". Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6864001750946045,
        "action_similarity": 0.689934492111206,
        "ui_similarity": 0.9441476689921889
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    ],
    "query": {
      "episode_id": "96876a03cc9542868a1a01ffbedb7812",
      "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7702329158782959,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7545716762542725,
    "avg_ui_similarity": 0.9429535069208868
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "6ec9c033be644fbf9fb1ca70ded9658c",
          "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.925254225730896,
        "action_similarity": 0.9190495610237122,
        "ui_similarity": 0.9829279399293729
      },
      {
        "episode": {
          "episode_id": "9bdda271fe6c41ccb2be92447494cd75",
          "goal": "Open Novelship. Browse \"Lookbook\". Select the most recent one post. Go to the product it posted.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8156883716583252,
        "action_similarity": 0.8632911443710327,
        "ui_similarity": 0.9741587792346007
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    ],
    "query": {
      "episode_id": "10ee6067e2ec45fc8e8f848dd7864917",
      "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8704712986946106,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8911703526973724,
    "avg_ui_similarity": 0.9785433595819868
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "d85e1be4c43d48d9872adbe730d65ec7",
          "goal": "Open Novelship. Search \"Nike\". Filter for size \"9\" and sort by popularity. Select the first item. Add to the cart.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8468905687332153,
        "action_similarity": 0.9175149202346802,
        "ui_similarity": 0.9853076156314395
      },
      {
        "episode": {
          "episode_id": "8acde2bea0964423aedda2616955172e",
          "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8424608707427979,
        "action_similarity": 0.8990766406059265,
        "ui_similarity": 0.8795802071530487
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    ],
    "query": {
      "episode_id": "37186f85a7c0493a93722da80cceeecd",
      "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8446757197380066,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9082957804203033,
    "avg_ui_similarity": 0.9324439113922441
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "d09dfb1d96a346c4aa3cf17ca4aaa700",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9904073476791382,
        "action_similarity": 0.9600632786750793,
        "ui_similarity": 0.8910894182883244
      },
      {
        "episode": {
          "episode_id": "76b7950cc2b64bce89fe768f4296108c",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9627385139465332,
        "action_similarity": 0.8274224400520325,
        "ui_similarity": 0.8852437753731691
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    ],
    "query": {
      "episode_id": "d60b2456d9ec430ba3703a53b4f1f1d8",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9765729308128357,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8937428593635559,
    "avg_ui_similarity": 0.8881665968307468
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "3f75804c98f945c39d7cf12a4a754eaa",
          "goal": "Open Novelship. Browse \"Trending Deals\". Select the third item. Check its detailed information and add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7360900044441223,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7149884700775146,
        "action_similarity": 0.6598066091537476,
        "ui_similarity": 0.8194628320901745
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    ],
    "query": {
      "episode_id": "c694583acb154134b6451c742687a29e",
      "goal": "Open Novelship. Go to \"Trending Deals\". Select the first item. See if it\"s available in size \"M\". Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.7049265503883362,
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  {
    "app": "novelship",
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      {
        "episode": {
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          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9945811033248901,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9867818355560303,
        "action_similarity": 0.9788224101066589,
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    "query": {
      "episode_id": "795ef29e652c4fb794e05ae91254b1ba",
      "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "novelship",
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        "episode": {
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          "goal": "Open Novelship. Search \"ADIDAS\". Filter products to apparel and size to \"M\". Sort by highest price. Select the first item. Add it to wishlist with size \"M\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8831698894500732,
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      "episode_id": "d05dcf3e6e1842e6a33cfd3a2604ec57",
      "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"M\". Sort by most relevant. Select the second item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.8801689445972443,
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  {
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9673692584037781,
        "action_similarity": 0.7899242043495178,
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    "query": {
      "episode_id": "d09dfb1d96a346c4aa3cf17ca4aaa700",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.738408088684082,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6873044967651367,
        "action_similarity": 0.7531166672706604,
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    "query": {
      "episode_id": "64e413c034a54f639f49adcc0eb78104",
      "goal": "Open Novelship. Browse \"Exclusive Brands\". Find \"BAPE\" and select a random item. Check its details and price. Add it to wishlist with size \"L\"",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7128562927246094,
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    "split": "train",
    "avg_action_similarity": 0.7161509692668915,
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  {
    "app": "novelship",
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        "episode": {
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          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9772640466690063,
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    "query": {
      "episode_id": "7d4cae1ba7d34af499c87f63d19369cf",
      "goal": "Open Novelship. Go to settings. Turn off \"Push notifications\" for important updates and releases. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9831691384315491,
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    "split": "train",
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Popular Brands\". Select the second brand. Check its products and go back to the home page.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Popular Brands\". Choose the first brand. Check its fifth product in the recommendation list.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.742383599281311,
        "action_similarity": 0.8058881163597107,
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    "query": {
      "episode_id": "823d7aede60a4fe8a1f55f11b59ce872",
      "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.749462902545929,
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    "split": "train",
    "avg_action_similarity": 0.7892768681049347,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7222034335136414,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7126669883728027,
        "action_similarity": 0.7772164344787598,
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    ],
    "query": {
      "episode_id": "1a73fd8aec17469382aa4739db9edbb3",
      "goal": "Open Novelship. Browse \"Recommended for You\". Select the fifth item. Check its color options then add it to wishlist.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.717435210943222,
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    "split": "train",
    "avg_action_similarity": 0.7539540827274323,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7060700058937073,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6834818720817566,
        "action_similarity": 0.8489300608634949,
        "ui_similarity": 0.9568686500674146
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    ],
    "query": {
      "episode_id": "b59cf413c1204229a0e34683806ad67d",
      "goal": "Open Novelship. Browse \"Release Calendar\". Select the first item. Check its detailed info and add it to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6947759389877319,
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    "split": "train",
    "avg_action_similarity": 0.885453999042511,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8110464215278625,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8106082677841187,
        "action_similarity": 0.9514889717102051,
        "ui_similarity": 0.9262057184987672
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    "query": {
      "episode_id": "1806a5aa3fc94e4e886c3cef729f1c75",
      "goal": "Open Novelship. Search \"Off-White\". Filter products to sneakers and size to 7. Sort by newest. Select the fifth item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8108273446559906,
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    "split": "train",
    "avg_action_similarity": 0.9490585327148438,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9894490838050842,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9867818355560303,
        "action_similarity": 0.9788224101066589,
        "ui_similarity": 0.9516334591624277
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    ],
    "query": {
      "episode_id": "19f87a7852434796bf21a35f73c089c5",
      "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9881154596805573,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9166135191917419,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
          "episode_id": "063932777d3444308308e4521cb9d6ce",
          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8118332028388977,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Puma\". Filter products to sneakers and size to 10. Sort by popularity. Select the first item and add it to wishlist with size 10.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.775401771068573,
        "action_similarity": 0.8680857419967651,
        "ui_similarity": 0.8682718018125531
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    "query": {
      "episode_id": "32c9f1502e19471394fac0f16d0593b5",
      "goal": "Open Novelship. Search \"Air Jordan\". Filter products to sneakers and sort by popularity. Add the second item to wishlist. Check if it is verified by Novelship",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7936174869537354,
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    "split": "train",
    "avg_action_similarity": 0.8732182383537292,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.925254225730896,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the most recent one post. Go to the product it posted.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8167606592178345,
        "action_similarity": 0.7801945209503174,
        "ui_similarity": 0.9716308771341204
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    ],
    "query": {
      "episode_id": "6ec9c033be644fbf9fb1ca70ded9658c",
      "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8710074424743652,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8496220409870148,
    "avg_ui_similarity": 0.9772794085317467
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "df5d18e9c3ee48459b60a236a64964c3",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7812789082527161,
        "action_similarity": 0.7814695239067078,
        "ui_similarity": 0.8825927861812217
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      {
        "episode": {
          "episode_id": "a947e8bddbbc45689620b07c67e742a1",
          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7454773187637329,
        "action_similarity": 0.8109316825866699,
        "ui_similarity": 0.8319507772443441
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    ],
    "query": {
      "episode_id": "643d6248962546c7a1ab66ffa0a90445",
      "goal": "Open Novelship. Search \"Levi\"s\". Filter products to long pants and size to \"XL\". Sort by popularity. Select the first item. Add it to cart.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7633781135082245,
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    "split": "train",
    "avg_action_similarity": 0.7962006032466888,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8167606592178345,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8156883716583252,
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    "query": {
      "episode_id": "9bdda271fe6c41ccb2be92447494cd75",
      "goal": "Open Novelship. Browse \"Lookbook\". Select the most recent one post. Go to the product it posted.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8162245154380798,
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    "split": "train",
    "avg_action_similarity": 0.821742832660675,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6580609083175659,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6444759964942932,
        "action_similarity": 0.6287329196929932,
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    "query": {
      "episode_id": "1766fab805c14ba1ad9bc711a3042e8e",
      "goal": "Open Novelship. Browse \"Under Retail\". Select the first item. Check if it is verified by Novelship and if promotion is available.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6512684524059296,
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    "split": "train",
    "avg_action_similarity": 0.6845570802688599,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Recommended for You\". Select the fifth item. Check its color options then add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7222033739089966,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7083863019943237,
        "action_similarity": 0.712081253528595,
        "ui_similarity": 0.9695651823309822
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    ],
    "query": {
      "episode_id": "972dbc5000a34ce095f874b45f672c3d",
      "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7152948379516602,
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    "split": "train",
    "avg_action_similarity": 0.7213864922523499,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "7908914c7a364efc96ce49ba12150801",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6991171836853027,
        "action_similarity": 0.771153450012207,
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      {
        "episode": {
          "episode_id": "b4a1c96a9fef45f5b4990e86b0303881",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6869199275970459,
        "action_similarity": 0.7850281000137329,
        "ui_similarity": 0.9498335473366101
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    ],
    "query": {
      "episode_id": "f7bf03ebdb3147df8aa71d8692d97806",
      "goal": "Open Novelship. Search \"Tommy Hilfiger\". Filter products to collectibles. Sort by newest. Select the first item and check if it is verified by Novelship",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6930185556411743,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.77809077501297,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "37186f85a7c0493a93722da80cceeecd",
          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8468905687332153,
        "action_similarity": 0.9175149202346802,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7470536231994629,
        "action_similarity": 0.9638173580169678,
        "ui_similarity": 0.8814690067326217
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    ],
    "query": {
      "episode_id": "d85e1be4c43d48d9872adbe730d65ec7",
      "goal": "Open Novelship. Search \"Nike\". Filter for size \"9\" and sort by popularity. Select the first item. Add to the cart.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7969720959663391,
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    "split": "train",
    "avg_action_similarity": 0.940666139125824,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "19f87a7852434796bf21a35f73c089c5",
          "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8955916166305542,
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      {
        "episode": {
          "episode_id": "795ef29e652c4fb794e05ae91254b1ba",
          "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8907753825187683,
        "action_similarity": 0.9606342315673828,
        "ui_similarity": 0.934901979503532
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    ],
    "query": {
      "episode_id": "0308f3fde0d7432781c0c55d454308f8",
      "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for new arrivals. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8931834995746613,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.959937334060669,
    "avg_ui_similarity": 0.9621980050051238
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Tommy Hilfiger\". Filter products to collectibles. Sort by newest. Select the first item and check if it is verified by Novelship",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6614320278167725,
        "action_similarity": 0.8064839839935303,
        "ui_similarity": 0.841912710470751
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    ],
    "query": {
      "episode_id": "eb7e78a2ee7c4607a60d8befab980661",
      "goal": "Open Novelship. Search \"Louis Vuitton\". Filter products to collectibles. Sort by highest price. Select the first item and check if it is verified by Novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6620334982872009,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7917289137840271,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Versace\". Filter products to apparel and Women\"s. Sort by highest price. Select the third item. Add it to cart",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8065706491470337,
        "action_similarity": 0.859976053237915,
        "ui_similarity": 0.9816352273362542
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6608980894088745,
        "action_similarity": 0.7162492275238037,
        "ui_similarity": 0.9467905338044427
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    ],
    "query": {
      "episode_id": "f3425cf72c914455ae59e0c402b15022",
      "goal": "Open Novelship. Search \"Burberry\". Filter products to apparel and Women. Sort by highest price. Select the third item. Add it to cart.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7337343692779541,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7881126403808594,
    "avg_ui_similarity": 0.9642128805703485
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"M\". Sort by highest price. Select the third item and add it to cart with preferred payment method",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7833914160728455,
        "action_similarity": 0.7462173700332642,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to long pants and size to \"XL\". Sort by popularity. Select the first item. Add it to cart.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7812789082527161,
        "action_similarity": 0.7814695239067078,
        "ui_similarity": 0.8825927861812217
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    ],
    "query": {
      "episode_id": "df5d18e9c3ee48459b60a236a64964c3",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7823351621627808,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.763843446969986,
    "avg_ui_similarity": 0.9298721526404945
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "33dac573d84747afa5e096c7eeaca539",
          "goal": "Open Novelship. Browse \"New Lowest List\". Select the second item. Check its detailed information.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7989040613174438,
        "action_similarity": 0.8674852252006531,
        "ui_similarity": 0.9809501276879001
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      {
        "episode": {
          "episode_id": "972dbc5000a34ce095f874b45f672c3d",
          "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7083863019943237,
        "action_similarity": 0.712081253528595,
        "ui_similarity": 0.9695651823309822
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    ],
    "query": {
      "episode_id": "467692ffb9ac4dc0a49aae5e1c6a31e4",
      "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7536451816558838,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.789783239364624,
    "avg_ui_similarity": 0.9752576550094412
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8711143732070923,
        "action_similarity": 0.8904543519020081,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8503856658935547,
        "action_similarity": 0.9495627880096436,
        "ui_similarity": 0.9840854671731476
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    ],
    "query": {
      "episode_id": "9a917129b0814a1d91fdd02463e77762",
      "goal": "Open Novelship. Search \"Puma\". Filter products to sneakers and size to 10. Sort by popularity. Select the first item and add it to wishlist with size 10.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8607500195503235,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9200085699558258,
    "avg_ui_similarity": 0.9817145892924548
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8340407013893127,
        "action_similarity": 0.7804909944534302,
        "ui_similarity": 0.8973563300179045
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Hat\". Filter products to apparel and sort by popularity. Add the first item to wishlist. Check if it is verified by novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7912098169326782,
        "action_similarity": 0.9162189960479736,
        "ui_similarity": 0.9503778353796618
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    ],
    "query": {
      "episode_id": "7908914c7a364efc96ce49ba12150801",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8126252591609955,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8483549952507019,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "9a917129b0814a1d91fdd02463e77762",
          "goal": "Open Novelship. Search \"Puma\". Filter products to sneakers and size to 10. Sort by popularity. Select the first item and add it to wishlist with size 10.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8711143732070923,
        "action_similarity": 0.8904543519020081,
        "ui_similarity": 0.9793437114117621
      },
      {
        "episode": {
          "episode_id": "063932777d3444308308e4521cb9d6ce",
          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8457381725311279,
        "action_similarity": 0.890640377998352,
        "ui_similarity": 0.9923470672968207
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    ],
    "query": {
      "episode_id": "8acde2bea0964423aedda2616955172e",
      "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8584262728691101,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.89054736495018,
    "avg_ui_similarity": 0.9858453893542913
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "b4a1c96a9fef45f5b4990e86b0303881",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7737734317779541,
        "action_similarity": 0.8686736226081848,
        "ui_similarity": 0.8661571293737955
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      {
        "episode": {
          "episode_id": "77fd18b38a2f4bc4b001bf3edc5878ac",
          "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7484374046325684,
        "action_similarity": 0.7453856468200684,
        "ui_similarity": 0.8666756927578083
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    ],
    "query": {
      "episode_id": "c53eb62dd7914c7799e2595620d5412e",
      "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7611054182052612,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8070296347141266,
    "avg_ui_similarity": 0.8664164110658019
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and Men\"s. Sort by lowest price. Select the second item. Add it to the wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8783763647079468,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.850435197353363,
        "action_similarity": 0.8097952604293823,
        "ui_similarity": 0.8840745139167854
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    "query": {
      "episode_id": "655f0f34ed964901be2eeeefa5b6f27e",
      "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8644057810306549,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8411113619804382,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Air Jordan 1\". Filter for size type \"MEN\" and sort by release date. Select the third item. Add to cart, choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.732577919960022,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Nike\". Filter for size \"9\" and sort by popularity. Select the first item. Add to the cart.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6830875873565674,
        "action_similarity": 0.8366721272468567,
        "ui_similarity": 0.9807619954430095
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    "query": {
      "episode_id": "ccf6645c45824c6dac0ffe11cd79fd70",
      "goal": "Open Novelship. Search \"Nike dunk\". Filter for men size and sort by release date. Select the first item. Add to cart, choose installment payments if available.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7078327536582947,
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    "split": "train",
    "avg_action_similarity": 0.8719903528690338,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9008338451385498,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Converse\". Filter products to sneakers and size to 8. Sort by latest. Select the first item. Add it to wishlist with size 8.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8276334404945374,
        "action_similarity": 0.8494765758514404,
        "ui_similarity": 0.9058093097539746
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    ],
    "query": {
      "episode_id": "5cca3a6207104a57aa6f3973cda88b17",
      "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8642336428165436,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8963125348091125,
    "avg_ui_similarity": 0.9046013714729328
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9673690795898438,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9627385139465332,
        "action_similarity": 0.8274224400520325,
        "ui_similarity": 0.8852437753731689
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    "query": {
      "episode_id": "76b7950cc2b64bce89fe768f4296108c",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9650537967681885,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8086733222007751,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8783763647079468,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"M\". Sort by highest price. Select the third item and add it to cart with preferred payment method",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8155602812767029,
        "action_similarity": 0.8642272353172302,
        "ui_similarity": 0.9717671070040199
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    ],
    "query": {
      "episode_id": "4e6970557b254be8ba24205f634c03d5",
      "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and Men\"s. Sort by lowest price. Select the second item. Add it to the wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8469683229923248,
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    "split": "train",
    "avg_action_similarity": 0.8683273494243622,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9109575748443604,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8340407013893127,
        "action_similarity": 0.7804909944534302,
        "ui_similarity": 0.8973563300179045
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    ],
    "query": {
      "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.8475767970085144,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.807655394077301,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7873493432998657,
        "action_similarity": 0.9002639055252075,
        "ui_similarity": 0.8315716284399066
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    ],
    "query": {
      "episode_id": "dd98c2b3792f4479862741e2264c2060",
      "goal": "Open Novelship. Search \"Vans\". Filter products to apparel and size to \"S\". Sort by latest. Select the fourth item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7975023686885834,
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    "split": "train",
    "avg_action_similarity": 0.8940542042255402,
    "avg_ui_similarity": 0.8997545664791116
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Read the second news to explore the culture, and return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8703320026397705,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7699041366577148,
        "action_similarity": 0.8833785653114319,
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    "query": {
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      "goal": "Open Novelship. Go to \"Novelship News\". Click on the fifth news. Read the article, learn more about the culture and return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8201180696487427,
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    "split": "train",
    "avg_action_similarity": 0.8936355710029602,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the fifth news. Read the article, learn more about the culture and return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8703320026397705,
        "action_similarity": 0.9038925766944885,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8267824649810791,
        "action_similarity": 0.8326942920684814,
        "ui_similarity": 0.8748083701782768
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    "query": {
      "episode_id": "e259a091a6c449b78a81135483327c93",
      "goal": "Open Novelship. Go to \"Novelship News\". Read the second news to explore the culture, and return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8485572338104248,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.868293434381485,
    "avg_ui_similarity": 0.8771656855933732
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.835124135017395,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8276334404945374,
        "action_similarity": 0.8494765758514404,
        "ui_similarity": 0.9058093097539743
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    ],
    "query": {
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      "goal": "Open Novelship. Search \"Converse\". Filter products to sneakers and size to 8. Sort by latest. Select the first item. Add it to wishlist with size 8.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8313787877559662,
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    "split": "train",
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Popular Brands\". Choose the first brand. Check its fifth product in the recommendation list.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8539524674415588,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7565422058105469,
        "action_similarity": 0.7726656198501587,
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    ],
    "query": {
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      "goal": "Open Novelship. Browse \"Popular Brands\". Select the second brand. Check its products and go back to the home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "action_similarity": 0.8502557873725891,
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    "query": {
      "episode_id": "80b874b59091423eaca18cc74c2b20f5",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article and go back to the home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.8412293195724487,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Dior\". Filter products to accessories. Sort by latest. Select the second item. Make offer.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6883324384689331,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6816660761833191,
        "action_similarity": 0.8463838696479797,
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    ],
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.854475736618042,
        "action_similarity": 0.8953083157539368,
        "ui_similarity": 0.9620537548103834
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    ],
    "query": {
      "episode_id": "4fec9d235cd24b52bbc95c8a3b76602a",
      "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults. Filter results with pool included. Check the third property\"s photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8961768448352814,
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  {
    "app": "hotels",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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    "query": {
      "episode_id": "31db5a3384ba4a4f902ce83b48f92252",
      "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "similarity": 0.9277877807617188,
        "action_similarity": 0.9158316850662231,
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    "query": {
      "episode_id": "915af99965d340609f9ac6652045cf8a",
      "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 5 to August 10. Accommodate one adult in one room. Identify hotels with gyms and filter by star rating. Select the second recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9656320214271545,
        "action_similarity": 0.9121807813644409,
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    "query": {
      "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
      "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9126315414905548,
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7852687835693359,
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      "episode_id": "e2eb69c487984f4a9c5c165c755efade",
      "goal": "Open Hotels. Look for accommodation in Los Angeles from Mat 13 to May 19. Include two adults and two 10-year-old children in a single room. Search for hotels that include free parking and sort by star rating. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "40b76d79993d40d48f3fff5c75365867",
      "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Sort the results by price from high to low. Select the third option. See all the guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "57cba43ed3e349ebbb3070bba66be3f7",
      "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Filter results by rating higher than 7. Sort the results by price from high to low. Select the third option. See the guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 1.0,
        "action_similarity": 0.9666295051574707,
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      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8415987491607666,
        "action_similarity": 0.9319278001785278,
        "ui_similarity": 0.9735648515072839
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    "query": {
      "episode_id": "13c4830a76bb4bdebd5a8be692821de8",
      "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.9492786526679993,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "fb9a0dec61a14703a049b0bac9027fee",
          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price from high to low. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8544461727142334,
        "action_similarity": 0.927671492099762,
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    ],
    "query": {
      "episode_id": "57ba99b016e24d1e959c31a58cbe5e1b",
      "goal": "Open Hotels. Search for a hotel in Barcelona, near Camp Nou from September 2 to September 8. Two Adults, Two children, Two rooms. Sort by price from low to high. Select the list view of all recommendations.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "split": "train",
    "avg_action_similarity": 0.942588597536087,
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    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "9ba09252122449a381e6662bfc3b3c74",
          "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest guest rated property to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.992192268371582,
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        "ui_similarity": 0.925762395747824
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8011341094970703,
        "action_similarity": 0.8147028684616089,
        "ui_similarity": 0.8888530449466825
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    ],
    "query": {
      "episode_id": "3589d7a841e84989b11c9bebce60cbed",
      "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest rated property to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8966631889343262,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8759377002716064,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9897458553314209,
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        "ui_similarity": 0.977586416454174
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      {
        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.971337080001831,
        "action_similarity": 0.9820548295974731,
        "ui_similarity": 0.9879818571800795
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    ],
    "query": {
      "episode_id": "c7e741ba5134454daac8bdce11566a30",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.980541467666626,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9360635578632355,
    "avg_ui_similarity": 0.9827841368171267
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "8690dcdc88a14296befc7fa4d8ac8626",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8455936908721924,
        "action_similarity": 0.9243729710578918,
        "ui_similarity": 0.9750854633515578
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      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7177150249481201,
        "action_similarity": 0.8015661239624023,
        "ui_similarity": 0.7670301208772959
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    ],
    "query": {
      "episode_id": "3d129f7d1e694f309d10b3f269bc6fcb",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London City Center, drop-off time at 8:00 PM May 15 at the LCY. Sort the results by distance. Select the first one. Check the car rental location.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7816543579101562,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8629695475101471,
    "avg_ui_similarity": 0.8710577921144269
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "35cc4e40df6b473ba895d04869dd9fb3",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.949367880821228,
        "action_similarity": 0.935897946357727,
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      {
        "episode": {
          "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.949367880821228,
        "action_similarity": 0.9771865010261536,
        "ui_similarity": 0.9013121509832692
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    ],
    "query": {
      "episode_id": "0c1206b9e36d433ea8036e869da26dcb",
      "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
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    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9565422236919403,
    "avg_ui_similarity": 0.9293065375392875
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "1e0aedca2a244b148ac63124db9d1096",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9986037611961365,
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      {
        "episode": {
          "episode_id": "8620ddd724f949e992e36a2b9ffe57c8",
          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9109687805175781,
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    "query": {
      "episode_id": "b65dc236984743309e5b96e226bade2b",
      "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price from high to low.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.9547862708568573,
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    "avg_action_similarity": 0.9639970064163208,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "948538fd8e55400eadf2c3419235dcba",
          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "action_similarity": 0.9518454670906067,
        "ui_similarity": 0.9348444229729007
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    "query": {
      "episode_id": "74aefc9928ee463b8a56a8ce05af7cd1",
      "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.9407801926136017,
    "target_shot": 2,
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    "avg_action_similarity": 0.944483071565628,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "e555ac02739847678c27f3452a6be443",
          "goal": "Open Hotels. Find a hotel in London, near the London Eye from December 20 to December 26. Family-friendly required. Select the fourth recommendation. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8724836111068726,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "action_similarity": 0.9349574446678162,
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    ],
    "query": {
      "episode_id": "10a6c2fac00f4941ab5d86f43e44a636",
      "goal": "Open Hotels. Find a hotel in London, near the London Eye from July 20 to July 26. What is the lowest price in the hotel?",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7720450162887573,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9376854002475739,
    "avg_ui_similarity": 0.9624418956405439
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0c24ecda46644abdab443275680c3018",
          "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and a 14-year-old child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9883959293365479,
        "action_similarity": 0.9016375541687012,
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      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9006776809692383,
        "action_similarity": 0.9473686814308167,
        "ui_similarity": 0.9705817979649999
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    ],
    "query": {
      "episode_id": "743bcbd930f84078b54081fe74e5b8b2",
      "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and one child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9445368051528931,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9245031177997589,
    "avg_ui_similarity": 0.9643511401247336
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.762924075126648,
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        "episode": {
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          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7426172494888306,
        "action_similarity": 0.9152228832244873,
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    "query": {
      "episode_id": "3028c77243524638af11116ed6cbd05e",
      "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Elevator required. select the second  recommendation. What is the lowest price in the hotel?",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7527706623077393,
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    "split": "train",
    "avg_action_similarity": 0.9265654385089874,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "61e033121a8b47b08223e374b57dd560",
          "goal": "Open Hotels. Find a hotel in Honolulu from May 1 to May 5. One room with two adults. Filter results by rating higher than 4/5. Sort the results by distance from beach. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9510220289230347,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.69541996717453,
        "action_similarity": 0.8322991728782654,
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    ],
    "query": {
      "episode_id": "5dbb045f4f8f4152bca6018f98bf48c3",
      "goal": "Open Hotels. Find a hotel in Honolulu from June 1 to June 5. One room with two adults. Filter results by rating higher than 8. Sort the results by distance from downtown. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.8796590864658356,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9368938207626343,
        "action_similarity": 0.8950398564338684,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9111177921295166,
        "action_similarity": 0.9509584903717041,
        "ui_similarity": 0.961378545416256
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    ],
    "query": {
      "episode_id": "e237d0563f4940e6afd25a9d7a83ba35",
      "goal": "Open Hotels. Find accommodation in Tokyo from October 20 to October 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price. Review all photos of the selected hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9240058064460754,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9229991734027863,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.842241644859314,
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      {
        "episode": {
          "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8301929831504822,
        "action_similarity": 0.8972952961921692,
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    ],
    "query": {
      "episode_id": "c07189b432384d3eaaf1bdb8bcdff8ef",
      "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8362173140048981,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8961538970470428,
    "avg_ui_similarity": 0.9198715891648439
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "27714138f85843fe9df0cc1d6ced795f",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9899920225143433,
        "action_similarity": 0.9364498853683472,
        "ui_similarity": 0.9411983251750448
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8710068464279175,
        "action_similarity": 0.9407359957695007,
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    ],
    "query": {
      "episode_id": "7a4eb805d071464d9448ca774c1544d1",
      "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9304994344711304,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.938592940568924,
    "avg_ui_similarity": 0.9511297784995782
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "406a742177dc4fb594f87da6c9ba6627",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9964976906776428,
        "action_similarity": 0.8896564245223999,
        "ui_similarity": 0.8708719272432285
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      {
        "episode": {
          "episode_id": "40b76d79993d40d48f3fff5c75365867",
          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.915463924407959,
        "action_similarity": 0.9653849005699158,
        "ui_similarity": 0.8824197099971407
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    ],
    "query": {
      "episode_id": "79ddbe2a414643328f25c525292d1797",
      "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9559808075428009,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9275206625461578,
    "avg_ui_similarity": 0.8766458186201846
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9803965091705322,
        "action_similarity": 0.8841699957847595,
        "ui_similarity": 0.8427000496394318
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8283995985984802,
        "action_similarity": 0.9523978233337402,
        "ui_similarity": 0.9484198237239687
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    ],
    "query": {
      "episode_id": "68c886a90ea740219f63fab448de2345",
      "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from June 22 to June 27. Reserve two rooms for two adults each. Filter by distance from downtown and select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9043980538845062,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9182839095592499,
    "avg_ui_similarity": 0.8955599366817002
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9995683431625366,
        "action_similarity": 0.9354548454284668,
        "ui_similarity": 0.9244220596289623
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      {
        "episode": {
          "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
          "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8360565900802612,
        "action_similarity": 0.898361325263977,
        "ui_similarity": 0.8855224847458906
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    ],
    "query": {
      "episode_id": "bc6cf5f234734fc7b2baa4ba923612d5",
      "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9178124666213989,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9169080853462219,
    "avg_ui_similarity": 0.9049722721874265
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "859edcbd80d246b5a7e0a8b241783481",
          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price from high to low. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9916841983795166,
        "action_similarity": 0.9397661089897156,
        "ui_similarity": 0.9122684935591714
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      {
        "episode": {
          "episode_id": "57ba99b016e24d1e959c31a58cbe5e1b",
          "goal": "Open Hotels. Search for a hotel in Barcelona, near Camp Nou from September 2 to September 8. Two Adults, Two children, Two rooms. Sort by price from low to high. Select the list view of all recommendations.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8583566546440125,
        "action_similarity": 0.9575057029724121,
        "ui_similarity": 0.9124161552039384
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    ],
    "query": {
      "episode_id": "fb9a0dec61a14703a049b0bac9027fee",
      "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9250204265117645,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9486359059810638,
    "avg_ui_similarity": 0.9123423243815549
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9672497510910034,
        "action_similarity": 0.8524976968765259,
        "ui_similarity": 0.8683461558267865
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      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9616941213607788,
        "action_similarity": 0.895557165145874,
        "ui_similarity": 0.8152919103433464
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    ],
    "query": {
      "episode_id": "6779979a56974c20bfee26934338bb5c",
      "goal": "Open Hotels. Search for car rental. Set the pick-up time to 2:00 PM July 9 at LAX, and drop-off time at 6:00 PM July 16 at SFO. Filter for SUV cars, total price between $200- $250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9644719362258911,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8740274310112,
    "avg_ui_similarity": 0.8418190330850664
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9933218955993652,
        "action_similarity": 0.9349251985549927,
        "ui_similarity": 0.9130220701356616
      },
      {
        "episode": {
          "episode_id": "0d07492e18ce48fe8a2bfc1963e976dc",
          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9060152173042297,
        "action_similarity": 0.987856924533844,
        "ui_similarity": 0.9692078392188619
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    ],
    "query": {
      "episode_id": "3dc453cb0ca841808b8ffb31d4e73175",
      "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two children in a single room. Search for hotels that include free breakfast and sort by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9496685564517975,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9613910615444183,
    "avg_ui_similarity": 0.9411149546772617
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aff2ece6f45345be8316885a68468972",
          "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8400202989578247,
        "action_similarity": 0.8639360666275024,
        "ui_similarity": 0.9572048343091939
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      {
        "episode": {
          "episode_id": "b649b4c50b9e4e098f17beddfc883590",
          "goal": "Open Hotels. Select Paris and choose dates from September 12 to September 17 for three adults in one room. Apply the deal to the room from the second recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.783446729183197,
        "action_similarity": 0.9729190468788147,
        "ui_similarity": 0.8950427352921827
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    ],
    "query": {
      "episode_id": "3d30dd2d2e6b4ba7a6ec49c40b6ea32a",
      "goal": "Open Hotels. Find a hotel in Paris from December 1 to December 5. Family-friendly properties required. Select the third recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8117335140705109,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9184275567531586,
    "avg_ui_similarity": 0.9261237848006882
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "95f13e810cbc4bc29dc66e537e3efd58",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price less than 400$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9894673228263855,
        "action_similarity": 0.8875200748443604,
        "ui_similarity": 0.8343053666628778
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      {
        "episode": {
          "episode_id": "aef8f561c709402185aaf3c13adfe774",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.935641884803772,
        "action_similarity": 0.8945848941802979,
        "ui_similarity": 0.8011388083985435
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    ],
    "query": {
      "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9625546038150787,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8910524845123291,
    "avg_ui_similarity": 0.8177220875307106
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9978379011154175,
        "action_similarity": 0.9130823016166687,
        "ui_similarity": 0.9510454636201693
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      {
        "episode": {
          "episode_id": "9854970e17a5455996833403ee97467b",
          "goal": "Open Hotels. Search for a hotel in Rome from August 5 to August 10. Accommodate one adult in one room. Identify hotels with gyms and filter by star rating. Select the second recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9629474878311157,
        "action_similarity": 0.915565013885498,
        "ui_similarity": 0.9862215965119535
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    ],
    "query": {
      "episode_id": "4e7d599380e34d8bbbebbaf3b43409a2",
      "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9803926944732666,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9143236577510834,
    "avg_ui_similarity": 0.9686335300660613
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "588b4e5f3ffa4e3fb6b1fa679ea1b1c1",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with LGBTQ welcoming option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9090657234191895,
        "action_similarity": 0.9261137843132019,
        "ui_similarity": 0.975939986360486
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      {
        "episode": {
          "episode_id": "c07189b432384d3eaaf1bdb8bcdff8ef",
          "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8301929831504822,
        "action_similarity": 0.8972952961921692,
        "ui_similarity": 0.9714807120759644
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    ],
    "query": {
      "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
      "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8696293532848358,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9117045402526855,
    "avg_ui_similarity": 0.9737103492182252
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "57cba43ed3e349ebbb3070bba66be3f7",
          "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Filter results by rating higher than 7. Sort the results by price from high to low. Select the third option. See the guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9884378910064697,
        "action_similarity": 0.951185405254364,
        "ui_similarity": 0.9861255982796795
      },
      {
        "episode": {
          "episode_id": "948538fd8e55400eadf2c3419235dcba",
          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6352765560150146,
        "action_similarity": 0.809660017490387,
        "ui_similarity": 0.9609688468202092
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    ],
    "query": {
      "episode_id": "ae5e7755970340e5b7c167d8ba8398f9",
      "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Sort the results by price from high to low. Select the third option. See all the guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8118572235107422,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8804227113723755,
    "avg_ui_similarity": 0.9735472225499444
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fa241ef4220541ea944e939ce198ae25",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 23 at JFK, drop-off time at 10:00 AM June 28 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.849338710308075,
        "action_similarity": 0.8087543249130249,
        "ui_similarity": 0.8455560765577991
      },
      {
        "episode": {
          "episode_id": "975484978d3f466fb52efce5ac07f46b",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 4:00 AM June 22 at LAX, drop-off time at 11:30 PM June 25 at the same location as pick up. Filter the capacity 6 people. Sort the results by total price. Select the third one. Check the mileage policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8171241879463196,
        "action_similarity": 0.8255161046981812,
        "ui_similarity": 0.8142152221700657
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    ],
    "query": {
      "episode_id": "501f22f4bde44944927905984ad35f9f",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8332314491271973,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.817135214805603,
    "avg_ui_similarity": 0.8298856493639324
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "6711c953392e47cebe2322ac0f136a0b",
          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and a 10-year-old child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9910274147987366,
        "action_similarity": 0.8928722739219666,
        "ui_similarity": 0.9684286851429655
      },
      {
        "episode": {
          "episode_id": "a8a2e40854124568a9645e13f6026937",
          "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9335654377937317,
        "action_similarity": 0.9266687631607056,
        "ui_similarity": 0.9597560242580628
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    ],
    "query": {
      "episode_id": "5f548044b8c94bf3bbbe664d61f81bf1",
      "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9622964262962341,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9097705185413361,
    "avg_ui_similarity": 0.9640923547005142
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9809392094612122,
        "action_similarity": 0.9342702031135559,
        "ui_similarity": 0.9851443343703916
      },
      {
        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8410458564758301,
        "action_similarity": 0.9002832174301147,
        "ui_similarity": 0.9667032468932164
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    ],
    "query": {
      "episode_id": "091888c3a4df4028b04509616d5eb936",
      "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9109925329685211,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9172767102718353,
    "avg_ui_similarity": 0.975923790631804
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9948113560676575,
        "action_similarity": 0.9155356287956238,
        "ui_similarity": 0.8868969369459816
      },
      {
        "episode": {
          "episode_id": "7b159dae7333438d800577dd6cbb17f3",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8985825777053833,
        "action_similarity": 0.8883818984031677,
        "ui_similarity": 0.9138269850575731
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    ],
    "query": {
      "episode_id": "01c00b2ed514467193a1601698aa3088",
      "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9466969668865204,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9019587635993958,
    "avg_ui_similarity": 0.9003619610017773
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.989467203617096,
        "action_similarity": 0.8875200748443604,
        "ui_similarity": 0.8343053666628782
      },
      {
        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9227744340896606,
        "action_similarity": 0.8197696208953857,
        "ui_similarity": 0.9715034485689178
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    ],
    "query": {
      "episode_id": "95f13e810cbc4bc29dc66e537e3efd58",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price less than 400$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9561208188533783,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.853644847869873,
    "avg_ui_similarity": 0.9029044076158981
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9509730339050293,
        "action_similarity": 0.8335721492767334,
        "ui_similarity": 0.9813767464509483
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      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9431591629981995,
        "action_similarity": 0.9138113260269165,
        "ui_similarity": 0.9666719922174576
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    ],
    "query": {
      "episode_id": "e65cbb97bc6e4e90ad274d0f8bd028c6",
      "goal": "Open Hotels. Search for car rental. Set the pick-up time to 2:00 PM July 9 at LAX, and drop-off time at 6:00 PM July 16 at SFO. Filter for sport cars, total price less than 750$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9470660984516144,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.873691737651825,
    "avg_ui_similarity": 0.974024369334203
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    ],
    "query": {
      "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
      "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
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    "avg_action_similarity": 0.9518450796604156,
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  {
    "app": "hotels",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9967522621154785,
        "action_similarity": 0.9231558442115784,
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      {
        "episode": {
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          "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9016650915145874,
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    ],
    "query": {
      "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
      "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
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    "avg_action_similarity": 0.9096360802650452,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 1.0000001192092896,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.949367880821228,
        "action_similarity": 0.935897946357727,
        "ui_similarity": 0.9573009240953054
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    ],
    "query": {
      "episode_id": "35cc4e40df6b473ba895d04869dd9fb3",
      "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9746840000152588,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9312008023262024,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9203321933746338,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9092838764190674,
        "action_similarity": 0.9650525450706482,
        "ui_similarity": 0.9275188910679444
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    ],
    "query": {
      "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
      "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9148080348968506,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9407846927642822,
    "avg_ui_similarity": 0.9124315070687684
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9755762815475464,
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      {
        "episode": {
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          "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9328727722167969,
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    "query": {
      "episode_id": "cb003c3949a345c78feb7a300591a90a",
      "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9542245268821716,
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    "split": "train",
    "avg_action_similarity": 0.9262080192565918,
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  {
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    "support": [
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        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8758032917976379,
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      {
        "episode": {
          "episode_id": "bf9cfcfd24064e97bf54bd079a9b8b81",
          "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8722043633460999,
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    ],
    "query": {
      "episode_id": "f56c9c9f25c04e4bbcddc501d05aadd0",
      "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8740038275718689,
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    "split": "train",
    "avg_action_similarity": 0.9268162548542023,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9931052923202515,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9846792817115784,
        "action_similarity": 0.9362305998802185,
        "ui_similarity": 0.7942831127172475
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    ],
    "query": {
      "episode_id": "475a47bd1e544994a5acee2d39409a57",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9888922870159149,
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    "split": "train",
    "avg_action_similarity": 0.9184460937976837,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.8770193457603455,
        "ui_similarity": 0.9638915409234332
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      {
        "episode": {
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          "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8699116110801697,
        "ui_similarity": 0.8814800915201664
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    ],
    "query": {
      "episode_id": "3b08c8a0777548f0acc90047b41517e6",
      "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.924942672252655,
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    "split": "train",
    "avg_action_similarity": 0.8734654784202576,
    "avg_ui_similarity": 0.9226858162217998
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8171241879463196,
        "action_similarity": 0.8255161046981812,
        "ui_similarity": 0.8142152221700656
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      {
        "episode": {
          "episode_id": "d15425a7deaf47179b4a95c0316ef53b",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 7:00 AM March 30 at LAX, drop-off time at 6:00 PM May 6 at SFO. Filter Car type to luxury.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8149495124816895,
        "action_similarity": 0.863498866558075,
        "ui_similarity": 0.9367818901356525
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    ],
    "query": {
      "episode_id": "975484978d3f466fb52efce5ac07f46b",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 4:00 AM June 22 at LAX, drop-off time at 11:30 PM June 25 at the same location as pick up. Filter the capacity 6 people. Sort the results by total price. Select the third one. Check the mileage policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8160368502140045,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.844507485628128,
    "avg_ui_similarity": 0.875498556152859
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fb9a0dec61a14703a049b0bac9027fee",
          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9916841983795166,
        "action_similarity": 0.9397661089897156,
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      {
        "episode": {
          "episode_id": "57ba99b016e24d1e959c31a58cbe5e1b",
          "goal": "Open Hotels. Search for a hotel in Barcelona, near Camp Nou from September 2 to September 8. Two Adults, Two children, Two rooms. Sort by price from low to high. Select the list view of all recommendations.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8544461727142334,
        "action_similarity": 0.927671492099762,
        "ui_similarity": 0.9753614116744782
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    ],
    "query": {
      "episode_id": "859edcbd80d246b5a7e0a8b241783481",
      "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price from high to low. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.923065185546875,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9337188005447388,
    "avg_ui_similarity": 0.9438149526168251
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aff2ece6f45345be8316885a68468972",
          "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8487129211425781,
        "action_similarity": 0.8772375583648682,
        "ui_similarity": 0.9609472782896881
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      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8005028963088989,
        "action_similarity": 0.8597177267074585,
        "ui_similarity": 0.927666109627772
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    ],
    "query": {
      "episode_id": "8f71308279164cfdb7a1e9fa7664585b",
      "goal": "Open Hotels. Create a trip named \"Summer Vacation\". Search for a Hotel in Paris from June 28 to July 5 with default settings. Add the second recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8246079087257385,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8684776425361633,
    "avg_ui_similarity": 0.94430669395873
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "bc6cf5f234734fc7b2baa4ba923612d5",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9995683431625366,
        "action_similarity": 0.9354548454284668,
        "ui_similarity": 0.9244220596289626
      },
      {
        "episode": {
          "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
          "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8374156951904297,
        "action_similarity": 0.9593282341957092,
        "ui_similarity": 0.9615145487455993
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    ],
    "query": {
      "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
      "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9184920191764832,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.947391539812088,
    "avg_ui_similarity": 0.942968304187281
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5dbb045f4f8f4152bca6018f98bf48c3",
          "goal": "Open Hotels. Find a hotel in Honolulu from June 1 to June 5. One room with two adults. Filter results by rating higher than 8. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9510220289230347,
        "action_similarity": 0.9270190000534058,
        "ui_similarity": 0.900403582408736
      },
      {
        "episode": {
          "episode_id": "091888c3a4df4028b04509616d5eb936",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6596468687057495,
        "action_similarity": 0.8719328045845032,
        "ui_similarity": 0.8964837262919195
      }
    ],
    "query": {
      "episode_id": "61e033121a8b47b08223e374b57dd560",
      "goal": "Open Hotels. Find a hotel in Honolulu from May 1 to May 5. One room with two adults. Filter results by rating higher than 4/5. Sort the results by distance from beach. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8053344488143921,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8994759023189545,
    "avg_ui_similarity": 0.8984436543503278
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "473167223dad4811af5db2fff19b780a",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8525945544242859,
        "action_similarity": 0.9168895483016968,
        "ui_similarity": 0.8160067173811055
      },
      {
        "episode": {
          "episode_id": "7341a978587f4908b26482861e480bc1",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM May 29 at JFK, drop-off time at 11:00 AM June 2 at Central Park South. Filter Car type to economy, total price less than 300$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8217828869819641,
        "action_similarity": 0.8030456304550171,
        "ui_similarity": 0.9184986273622799
      }
    ],
    "query": {
      "episode_id": "4c1fae8392be434db28b85b61e5f1a2e",
      "goal": "Open Hotels. Find a rental car in New York City. Set the pick-up time at 10:00 AM on July 1, and drop-off time at 3:00 PM on July 5. Filter for luxury cars, total price between $750-1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.837188720703125,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8599675893783569,
    "avg_ui_similarity": 0.8672526723716927
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9859585762023926,
        "action_similarity": 0.9548993110656738,
        "ui_similarity": 0.980681399080592
      },
      {
        "episode": {
          "episode_id": "a95f1d13a31147c1afc642b35c221a67",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9499503374099731,
        "action_similarity": 0.9722957015037537,
        "ui_similarity": 0.9905644162941665
      }
    ],
    "query": {
      "episode_id": "fe84f6b79fd346e3af008f151505fd29",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with WiFi included. Filter the results by guest rating. See all the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9679544568061829,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9635975062847137,
    "avg_ui_similarity": 0.9856229076873793
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8745578527450562,
        "action_similarity": 0.8658295273780823,
        "ui_similarity": 0.9567634966601606
      },
      {
        "episode": {
          "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8642676472663879,
        "action_similarity": 0.9311994314193726,
        "ui_similarity": 0.9756194729826445
      }
    ],
    "query": {
      "episode_id": "aff2ece6f45345be8316885a68468972",
      "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.869412750005722,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8985144793987274,
    "avg_ui_similarity": 0.9661914848214026
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "05a16a001f9642009407c0b2bbecefb3",
          "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9702801704406738,
        "action_similarity": 0.92389315366745,
        "ui_similarity": 0.8950446178663402
      },
      {
        "episode": {
          "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7236040830612183,
        "action_similarity": 0.8654491901397705,
        "ui_similarity": 0.9681329348495598
      }
    ],
    "query": {
      "episode_id": "b9d2b0a89c9c4835b742790804a1df23",
      "goal": "Open Hotels. Look for a hotel room in Las Vegas from June 15 to June 20. Accommodate one adult. Filter the selection for hotels with a gym and air conditions. Sort by customer ratings and select the top-rated option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.846942126750946,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8946711719036102,
    "avg_ui_similarity": 0.93158877635795
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "79ddbe2a414643328f25c525292d1797",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9964976906776428,
        "action_similarity": 0.8896564245223999,
        "ui_similarity": 0.8708719272432286
      },
      {
        "episode": {
          "episode_id": "ccfbff090746467199e44f011da69ae5",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9057830572128296,
        "action_similarity": 0.8705875873565674,
        "ui_similarity": 0.9600599916216678
      }
    ],
    "query": {
      "episode_id": "406a742177dc4fb594f87da6c9ba6627",
      "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9511403739452362,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8801220059394836,
    "avg_ui_similarity": 0.9154659594324481
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "47a6a23b545f4a39badfe80b758e88c2",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9988327026367188,
        "action_similarity": 0.9399794936180115,
        "ui_similarity": 0.9039374342083709
      },
      {
        "episode": {
          "episode_id": "84ca059105a34536b50d83e7c06c8324",
          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8355245590209961,
        "action_similarity": 0.9376401901245117,
        "ui_similarity": 0.9290578462731732
      }
    ],
    "query": {
      "episode_id": "9cd67d27cb66419585ff577e9dd279ed",
      "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9171786308288574,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9388098418712616,
    "avg_ui_similarity": 0.9164976402407721
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "9cd67d27cb66419585ff577e9dd279ed",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.998832643032074,
        "action_similarity": 0.9399794936180115,
        "ui_similarity": 0.9039374342083712
      },
      {
        "episode": {
          "episode_id": "84ca059105a34536b50d83e7c06c8324",
          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8360846042633057,
        "action_similarity": 0.9066869616508484,
        "ui_similarity": 0.9548441254548424
      }
    ],
    "query": {
      "episode_id": "47a6a23b545f4a39badfe80b758e88c2",
      "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9174586236476898,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9233332276344299,
    "avg_ui_similarity": 0.9293907798316068
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "00096863626d41a29004f0259c6c817c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9945952892303467,
        "action_similarity": 0.9036435484886169,
        "ui_similarity": 0.8496656429951216
      },
      {
        "episode": {
          "episode_id": "04b0910aa8fd405981f3b91104c5efe3",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8399900794029236,
        "action_similarity": 0.8435873985290527,
        "ui_similarity": 0.8227123880904906
      }
    ],
    "query": {
      "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9172926843166351,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8736154735088348,
    "avg_ui_similarity": 0.8361890155428061
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3589d7a841e84989b11c9bebce60cbed",
          "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest rated property to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9921923279762268,
        "action_similarity": 0.937172532081604,
        "ui_similarity": 0.9257623957478247
      },
      {
        "episode": {
          "episode_id": "7a4eb805d071464d9448ca774c1544d1",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.814536452293396,
        "action_similarity": 0.8751863837242126,
        "ui_similarity": 0.9552984123775915
      }
    ],
    "query": {
      "episode_id": "9ba09252122449a381e6662bfc3b3c74",
      "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest guest rated property to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9033643901348114,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9061794579029083,
    "avg_ui_similarity": 0.940530404062708
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "94b1242fa10b4a1293c503f560b7fa8c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price less than 750$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9920072555541992,
        "action_similarity": 0.9383832812309265,
        "ui_similarity": 0.8301206722009513
      },
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9846792817115784,
        "action_similarity": 0.9362305998802185,
        "ui_similarity": 0.7942831127172469
      }
    ],
    "query": {
      "episode_id": "fc09995773954904bb11315a7bc2cabb",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9883432686328888,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9373069405555725,
    "avg_ui_similarity": 0.8122018924590991
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "f56c9c9f25c04e4bbcddc501d05aadd0",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8722043633460999,
        "action_similarity": 0.9693738222122192,
        "ui_similarity": 0.9859292108991673
      },
      {
        "episode": {
          "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8608096837997437,
        "action_similarity": 0.8614662289619446,
        "ui_similarity": 0.8891535118799133
      }
    ],
    "query": {
      "episode_id": "bf9cfcfd24064e97bf54bd079a9b8b81",
      "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8665070235729218,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9154200255870819,
    "avg_ui_similarity": 0.9375413613895403
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4fec9d235cd24b52bbc95c8a3b76602a",
          "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults. Filter results with pool included. Check the third property\"s photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9909032583236694,
        "action_similarity": 0.897045373916626,
        "ui_similarity": 0.9752030972915209
      },
      {
        "episode": {
          "episode_id": "35cc4e40df6b473ba895d04869dd9fb3",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8608315587043762,
        "action_similarity": 0.9282761812210083,
        "ui_similarity": 0.958220786556241
      }
    ],
    "query": {
      "episode_id": "ae56d8c6625d43618288c9294b90c673",
      "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults and two children. Filter results with pool included. Check the third property\"s photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9258674085140228,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9126607775688171,
    "avg_ui_similarity": 0.966711941923881
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "7b159dae7333438d800577dd6cbb17f3",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9999999403953552,
        "action_similarity": 0.8965641856193542,
        "ui_similarity": 0.9374657858744331
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      {
        "episode": {
          "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9036895036697388,
        "action_similarity": 0.8744107484817505,
        "ui_similarity": 0.8507402125334499
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    ],
    "query": {
      "episode_id": "48bb83948ca04ecd9eb7db90b963e4b7",
      "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.951844722032547,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8854874670505524,
    "avg_ui_similarity": 0.8941029992039415
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9931052923202515,
        "action_similarity": 0.9006615877151489,
        "ui_similarity": 0.9624979910334305
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      {
        "episode": {
          "episode_id": "fc09995773954904bb11315a7bc2cabb",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9845228791236877,
        "action_similarity": 0.8973270654678345,
        "ui_similarity": 0.8533242386872412
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    ],
    "query": {
      "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9888140857219696,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8989943265914917,
    "avg_ui_similarity": 0.9079111148603358
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9998700022697449,
        "action_similarity": 0.9273504018783569,
        "ui_similarity": 0.9880576246364452
      },
      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.926930844783783,
        "action_similarity": 0.892898678779602,
        "ui_similarity": 0.9800584256492822
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    ],
    "query": {
      "episode_id": "a64e7f94bed74ab29052c154ea65f7f1",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM June 20 at Times Square, drop-off time at 10:00 PM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9634004235267639,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9101245403289795,
    "avg_ui_similarity": 0.9840580251428637
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "b21fdab98b4d429b874b374526bf04d3",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to downtown and select the closest option. Verify the hotel\"s cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9829525947570801,
        "action_similarity": 0.9375002384185791,
        "ui_similarity": 0.949304928368635
      },
      {
        "episode": {
          "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9157776832580566,
        "action_similarity": 0.9158830642700195,
        "ui_similarity": 0.9135636938084272
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    ],
    "query": {
      "episode_id": "ddf5458c24e943b388de3f92174d01d5",
      "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9493651390075684,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9266916513442993,
    "avg_ui_similarity": 0.931434311088531
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9990679621696472,
        "action_similarity": 0.9209508299827576,
        "ui_similarity": 0.8578387306910438
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      {
        "episode": {
          "episode_id": "8451f7f71c1a411ebdcc0420ab474df5",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9362719655036926,
        "action_similarity": 0.9026402235031128,
        "ui_similarity": 0.7862077941420109
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    ],
    "query": {
      "episode_id": "aef8f561c709402185aaf3c13adfe774",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9676699638366699,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9117955267429352,
    "avg_ui_similarity": 0.8220232624165273
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4362fac879c843369e0aee7899e4537e",
          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\".",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9907912015914917,
        "action_similarity": 0.9358433485031128,
        "ui_similarity": 0.9760121122447755
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      {
        "episode": {
          "episode_id": "1e0aedca2a244b148ac63124db9d1096",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9130110144615173,
        "action_similarity": 0.9249613881111145,
        "ui_similarity": 0.8779974601185361
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    ],
    "query": {
      "episode_id": "8620ddd724f949e992e36a2b9ffe57c8",
      "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9519011080265045,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9304023683071136,
    "avg_ui_similarity": 0.9270047861816557
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "9319fae96c3f4204add74cf3b84c0d8a",
          "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM June 15 at CDG, drop-off time at 7:00 AM June 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9981358647346497,
        "action_similarity": 0.8000888824462891,
        "ui_similarity": 0.8393542793101193
      },
      {
        "episode": {
          "episode_id": "00096863626d41a29004f0259c6c817c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7770365476608276,
        "action_similarity": 0.8227828741073608,
        "ui_similarity": 0.8620472644456438
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    ],
    "query": {
      "episode_id": "3366d97cae204693818dc931e2eb680b",
      "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM May 15 at CDG, drop-off time at 7:00 PM May 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8875862061977386,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.811435878276825,
    "avg_ui_similarity": 0.8507007718778816
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "2ae46b97d0c841b8a8fb717c8dd9b432",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of top three choices.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.998523473739624,
        "action_similarity": 0.922492265701294,
        "ui_similarity": 0.9732051847161777
      },
      {
        "episode": {
          "episode_id": "ddf5458c24e943b388de3f92174d01d5",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9157776832580566,
        "action_similarity": 0.9158830642700195,
        "ui_similarity": 0.9135636938084273
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    ],
    "query": {
      "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
      "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9571505784988403,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9191876649856567,
    "avg_ui_similarity": 0.9433844392623025
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ff558e1d7d2e481c9fc526a029a7688b",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9742394685745239,
        "action_similarity": 0.9429031014442444,
        "ui_similarity": 0.9591172483773592
      },
      {
        "episode": {
          "episode_id": "5b7cb2d8d86344e4a32f30c1056d9407",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9221475124359131,
        "action_similarity": 0.9292736649513245,
        "ui_similarity": 0.9490883084774395
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    ],
    "query": {
      "episode_id": "4f20bf4b0b3246c8b7e88f22975c0587",
      "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9481934905052185,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9360883831977844,
    "avg_ui_similarity": 0.9541027784273994
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "b9d2b0a89c9c4835b742790804a1df23",
          "goal": "Open Hotels. Look for a hotel room in Las Vegas from June 15 to June 20. Accommodate one adult. Filter the selection for hotels with a gym and air conditions. Sort by customer ratings and select the top-rated option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9702801704406738,
        "action_similarity": 0.92389315366745,
        "ui_similarity": 0.8950446178663405
      },
      {
        "episode": {
          "episode_id": "243c3584c2ab45a6890053269bc27f0d",
          "goal": "Open Hotels. Search for eligible hotels in Miami from May 10 to May 15. Two Adults, One room. Sort by price from low to high.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7311567068099976,
        "action_similarity": 0.9082183241844177,
        "ui_similarity": 0.9193599149122995
      }
    ],
    "query": {
      "episode_id": "05a16a001f9642009407c0b2bbecefb3",
      "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8507184386253357,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9160557389259338,
    "avg_ui_similarity": 0.90720226638932
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "04b0910aa8fd405981f3b91104c5efe3",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9353552460670471,
        "ui_similarity": 0.8467075845309414
      },
      {
        "episode": {
          "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8399900794029236,
        "action_similarity": 0.8610268831253052,
        "ui_similarity": 0.8672257820399067
      }
    ],
    "query": {
      "episode_id": "c8115fdb8f4b42a599b1134a2b51bb55",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9199950397014618,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8981910645961761,
    "avg_ui_similarity": 0.8569666832854241
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "68c886a90ea740219f63fab448de2345",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from June 22 to June 27. Reserve two rooms for two adults each. Filter by distance from downtown and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9803963899612427,
        "action_similarity": 0.8841699957847595,
        "ui_similarity": 0.8427000496394319
      },
      {
        "episode": {
          "episode_id": "c07189b432384d3eaaf1bdb8bcdff8ef",
          "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.842241644859314,
        "action_similarity": 0.8950124979019165,
        "ui_similarity": 0.8682624662537238
      }
    ],
    "query": {
      "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
      "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9113190174102783,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.889591246843338,
    "avg_ui_similarity": 0.8554812579465778
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "10a6c2fac00f4941ab5d86f43e44a636",
          "goal": "Open Hotels. Find a hotel in London, near the London Eye from July 20 to July 26. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8724836111068726,
        "action_similarity": 0.9404133558273315,
        "ui_similarity": 0.9575314993849079
      },
      {
        "episode": {
          "episode_id": "3028c77243524638af11116ed6cbd05e",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Elevator required. select the second  recommendation. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.658754825592041,
        "action_similarity": 0.8294639587402344,
        "ui_similarity": 0.9322250533292167
      }
    ],
    "query": {
      "episode_id": "e555ac02739847678c27f3452a6be443",
      "goal": "Open Hotels. Find a hotel in London, near the London Eye from December 20 to December 26. Family-friendly required. Select the fourth recommendation. What is the lowest price in the hotel?",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7656192183494568,
    "target_shot": 2,
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    "avg_action_similarity": 0.884938657283783,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "9854970e17a5455996833403ee97467b",
      "goal": "Open Hotels. Search for a hotel in Rome from August 5 to August 10. Accommodate one adult in one room. Identify hotels with gyms and filter by star rating. Select the second recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9642897546291351,
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    "avg_action_similarity": 0.9138728976249695,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9038465023040771,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8394910097122192,
        "action_similarity": 0.8399445414543152,
        "ui_similarity": 0.8918795109995339
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    ],
    "query": {
      "episode_id": "f57104635b5441558258ed84defb9d5e",
      "goal": "Open Hotels. Search for eligible hotels in Los Angeles, Hollywood from May 20 to May 22. Two Adults, One child, One room. Sort by price from high to low. Select the first hotel. Check its Fees & policy and price details.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8716687560081482,
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    "split": "train",
    "avg_action_similarity": 0.8400387763977051,
    "avg_ui_similarity": 0.9290340471822612
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "7341a978587f4908b26482861e480bc1",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM May 29 at JFK, drop-off time at 11:00 AM June 2 at Central Park South. Filter Car type to economy, total price less than 300$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9787992835044861,
        "action_similarity": 0.8521020412445068,
        "ui_similarity": 0.8626311093600639
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      {
        "episode": {
          "episode_id": "4c1fae8392be434db28b85b61e5f1a2e",
          "goal": "Open Hotels. Find a rental car in New York City. Set the pick-up time at 10:00 AM on July 1, and drop-off time at 3:00 PM on July 5. Filter for luxury cars, total price between $750-1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8525945544242859,
        "action_similarity": 0.9168895483016968,
        "ui_similarity": 0.8160067173811053
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    ],
    "query": {
      "episode_id": "473167223dad4811af5db2fff19b780a",
      "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.915696918964386,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8844957947731018,
    "avg_ui_similarity": 0.8393189133705846
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4e7d599380e34d8bbbebbaf3b43409a2",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8841378688812256,
        "action_similarity": 0.9158613085746765,
        "ui_similarity": 0.96879111411147
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      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8836878538131714,
        "action_similarity": 0.8909711241722107,
        "ui_similarity": 0.879721570117178
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    ],
    "query": {
      "episode_id": "8163d8d57c2946b2a6366ed34088a762",
      "goal": "Open Hotels. Find a hotel in Rome from August 20 to August 30. Two adults one 5-year-old child in one room. Find Hyatt and filter results with free parking.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.915463924407959,
        "action_similarity": 0.9391326904296875,
        "ui_similarity": 0.8652367967586004
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    "query": {
      "episode_id": "d8e02f550b024625ab0059e317629353",
      "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9577319324016571,
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    "split": "train",
    "avg_action_similarity": 0.9426347315311432,
    "avg_ui_similarity": 0.9176512597798387
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  {
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    "support": [
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        "episode": {
          "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9090657234191895,
        "action_similarity": 0.9261137843132019,
        "ui_similarity": 0.9759399863604854
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7733720541000366,
        "action_similarity": 0.8775787353515625,
        "ui_similarity": 0.9770430866536048
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    ],
    "query": {
      "episode_id": "588b4e5f3ffa4e3fb6b1fa679ea1b1c1",
      "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with LGBTQ welcoming option. Add the top recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.841218888759613,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9018462598323822,
    "avg_ui_similarity": 0.9764915365070451
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "3dc453cb0ca841808b8ffb31d4e73175",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two children in a single room. Search for hotels that include free breakfast and sort by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9933218955993652,
        "action_similarity": 0.9349251985549927,
        "ui_similarity": 0.9130220701356614
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      {
        "episode": {
          "episode_id": "0552594d6ca649b2b06899762c2f2f1c",
          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9129558801651001,
        "action_similarity": 0.9517678618431091,
        "ui_similarity": 0.9672743389399556
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    ],
    "query": {
      "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
      "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9531388878822327,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9433465301990509,
    "avg_ui_similarity": 0.9401482045378085
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.829219400882721,
        "action_similarity": 0.9305869340896606,
        "ui_similarity": 0.8813271401818773
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      {
        "episode": {
          "episode_id": "ef79fd119373413abe481911c89bf4b7",
          "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8251957893371582,
        "action_similarity": 0.8066093325614929,
        "ui_similarity": 0.8849186358426615
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    ],
    "query": {
      "episode_id": "7744857fd0e14deabaac1efd38e59d5b",
      "goal": "Open Hotels. Choose Sydney and select dates from November 6 to November 10. Two adults, one room. Add the deal from the second recommendation to the cart.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8272075951099396,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8685981333255768,
    "avg_ui_similarity": 0.8831228880122695
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.818642258644104,
        "action_similarity": 0.9006613492965698,
        "ui_similarity": 0.9439842137329153
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      {
        "episode": {
          "episode_id": "743bcbd930f84078b54081fe74e5b8b2",
          "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and one child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8141933679580688,
        "action_similarity": 0.9287205338478088,
        "ui_similarity": 0.9450683195387043
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    ],
    "query": {
      "episode_id": "8c01a1f0599d47c694a83c69fad81e6c",
      "goal": "Open Hotels. Find a hotel in Rome, near Colosseum from August 31 to September 5. Three Adults, Two rooms. Sort by distance from low to high. Select the first hotel and check its price.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8164178133010864,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9146909415721893,
    "avg_ui_similarity": 0.9445262666358099
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.905490517616272,
        "action_similarity": 0.8976670503616333,
        "ui_similarity": 0.9027270141266783
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      {
        "episode": {
          "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.901665210723877,
        "action_similarity": 0.896116316318512,
        "ui_similarity": 0.9284880785589334
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    ],
    "query": {
      "episode_id": "3b4aad360097480a95ddee905ff276e1",
      "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9035778641700745,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8968916833400726,
    "avg_ui_similarity": 0.915607546342806
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9967522621154785,
        "action_similarity": 0.9231558442115784,
        "ui_similarity": 0.972387442617455
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      {
        "episode": {
          "episode_id": "3b4aad360097480a95ddee905ff276e1",
          "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.905490517616272,
        "action_similarity": 0.8976670503616333,
        "ui_similarity": 0.9027270141266787
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    ],
    "query": {
      "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
      "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9511213898658752,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9104114472866058,
    "avg_ui_similarity": 0.9375572283720668
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9945952892303467,
        "action_similarity": 0.9036435484886169,
        "ui_similarity": 0.8496656429951216
      },
      {
        "episode": {
          "episode_id": "04b0910aa8fd405981f3b91104c5efe3",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8314778208732605,
        "action_similarity": 0.8239530324935913,
        "ui_similarity": 0.9788054421031531
      }
    ],
    "query": {
      "episode_id": "00096863626d41a29004f0259c6c817c",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9130365550518036,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8637982904911041,
    "avg_ui_similarity": 0.9142355425491373
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8674e38de58943a8a13ce4a241030838",
          "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two 5-year-old children in one room. Search for hotels that include free wifi and sort by proximity to downtown. Check a hotel\"s fisrt room option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9615126848220825,
        "action_similarity": 0.9252055883407593,
        "ui_similarity": 0.9271330181516273
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      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8757599592208862,
        "action_similarity": 0.9167050123214722,
        "ui_similarity": 0.9083115401946049
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    ],
    "query": {
      "episode_id": "be72c9f8ab644d6b928a7dce187cb50d",
      "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two children in one room. Search for hotels that include free wifi and sort by proximity to the city center.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9186363220214844,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9209553003311157,
    "avg_ui_similarity": 0.9177222791731161
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c8115fdb8f4b42a599b1134a2b51bb55",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9353552460670471,
        "ui_similarity": 0.8467075845309415
      },
      {
        "episode": {
          "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8399900794029236,
        "action_similarity": 0.8435873985290527,
        "ui_similarity": 0.8227123880904899
      }
    ],
    "query": {
      "episode_id": "04b0910aa8fd405981f3b91104c5efe3",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9199950397014618,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8894713222980499,
    "avg_ui_similarity": 0.8347099863107157
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "b65dc236984743309e5b96e226bade2b",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price from high to low.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9986038208007812,
        "action_similarity": 0.9605408906936646,
        "ui_similarity": 0.8956001980302616
      },
      {
        "episode": {
          "episode_id": "8620ddd724f949e992e36a2b9ffe57c8",
          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9130110740661621,
        "action_similarity": 0.9249613881111145,
        "ui_similarity": 0.8779974601185361
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    ],
    "query": {
      "episode_id": "1e0aedca2a244b148ac63124db9d1096",
      "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9558074474334717,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9427511394023895,
    "avg_ui_similarity": 0.8867988290743989
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d39acbf13c414a7599c8302394d04fdf",
          "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from May 10 to May 15. One Adult, One room. Filter is breakfast included.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9414244890213013,
        "action_similarity": 0.9332709908485413,
        "ui_similarity": 0.9277359139509138
      },
      {
        "episode": {
          "episode_id": "ef79fd119373413abe481911c89bf4b7",
          "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7961841225624084,
        "action_similarity": 0.819171667098999,
        "ui_similarity": 0.9384938648502957
      }
    ],
    "query": {
      "episode_id": "4db2cd8ba05646f08f52a0647002cdd3",
      "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from September 10 to September 15. One Adult, One room. Filters are free wifi + breakfast included. Check its location.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8688043057918549,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8762213289737701,
    "avg_ui_similarity": 0.9331148894006047
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fc09995773954904bb11315a7bc2cabb",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9920072555541992,
        "action_similarity": 0.9383832812309265,
        "ui_similarity": 0.8301206722009512
      },
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9737641215324402,
        "action_similarity": 0.8454286456108093,
        "ui_similarity": 0.9677521683519613
      }
    ],
    "query": {
      "episode_id": "94b1242fa10b4a1293c503f560b7fa8c",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price less than 750$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9828856885433197,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8919059634208679,
    "avg_ui_similarity": 0.8989364202764563
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c60920502b4f4198b25426ded4534619",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 12:00 PM June 6 at LAX, and drop-off time at 4:00 PM June 13 at SFO. Filter for luxury cars, total price between $200-300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9781327247619629,
        "action_similarity": 0.8180290460586548,
        "ui_similarity": 0.8064849005889254
      },
      {
        "episode": {
          "episode_id": "94b1242fa10b4a1293c503f560b7fa8c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price less than 750$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9649612903594971,
        "action_similarity": 0.9711931943893433,
        "ui_similarity": 0.9722737940345327
      }
    ],
    "query": {
      "episode_id": "106a1b1157e54ed19b86e0816fb9fe8f",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.97154700756073,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.894611120223999,
    "avg_ui_similarity": 0.8893793473117291
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fe84f6b79fd346e3af008f151505fd29",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with WiFi included. Filter the results by guest rating. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9859585762023926,
        "action_similarity": 0.9548993110656738,
        "ui_similarity": 0.9806813990805925
      },
      {
        "episode": {
          "episode_id": "c7e741ba5134454daac8bdce11566a30",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.971337080001831,
        "action_similarity": 0.9820548295974731,
        "ui_similarity": 0.9879818571800792
      }
    ],
    "query": {
      "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9786478281021118,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9684770703315735,
    "avg_ui_similarity": 0.9843316281303358
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "32b12cf512444b818ea19fa81e968bef",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8776043653488159,
        "ui_similarity": 0.8707706003861124
      },
      {
        "episode": {
          "episode_id": "3b08c8a0777548f0acc90047b41517e6",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8699116110801697,
        "ui_similarity": 0.8814800915201656
      }
    ],
    "query": {
      "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
      "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8498852252960205,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8737579882144928,
    "avg_ui_similarity": 0.8761253459531391
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "79ddbe2a414643328f25c525292d1797",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8306149244308472,
        "action_similarity": 0.8475277423858643,
        "ui_similarity": 0.8500725579744827
      },
      {
        "episode": {
          "episode_id": "406a742177dc4fb594f87da6c9ba6627",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8255579471588135,
        "action_similarity": 0.8408322334289551,
        "ui_similarity": 0.9763532762626751
      }
    ],
    "query": {
      "episode_id": "6ffbccc9f0334376947a79622093d0f8",
      "goal": "Open Hotels. Create a trip named \"Business Travel\". Look for a Hotel in Berlin from July 30 to August 3 and choose one with free cancellation. Add the highest rated property to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8280864357948303,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8441799879074097,
    "avg_ui_similarity": 0.9132129171185789
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4f20bf4b0b3246c8b7e88f22975c0587",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9742394685745239,
        "action_similarity": 0.9429031014442444,
        "ui_similarity": 0.959117248377359
      },
      {
        "episode": {
          "episode_id": "5b7cb2d8d86344e4a32f30c1056d9407",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9457553029060364,
        "action_similarity": 0.9685806035995483,
        "ui_similarity": 0.988627800476103
      }
    ],
    "query": {
      "episode_id": "ff558e1d7d2e481c9fc526a029a7688b",
      "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9599973857402802,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9557418525218964,
    "avg_ui_similarity": 0.973872524426731
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9503433704376221,
        "action_similarity": 0.9165061712265015,
        "ui_similarity": 0.8055602403778247
      },
      {
        "episode": {
          "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9372577667236328,
        "action_similarity": 0.9578080177307129,
        "ui_similarity": 0.9721254533957111
      }
    ],
    "query": {
      "episode_id": "8451f7f71c1a411ebdcc0420ab474df5",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9438005685806274,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9371570944786072,
    "avg_ui_similarity": 0.888842846886768
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "284f673c378c4477a1e1f15f07d6802a",
          "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9455255270004272,
        "ui_similarity": 0.9657001825919674
      },
      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8339937925338745,
        "action_similarity": 0.8493947982788086,
        "ui_similarity": 0.8414166143545571
      }
    ],
    "query": {
      "episode_id": "73b310c75d424b6c90b9e6ace55c19d9",
      "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9169968962669373,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8974601626396179,
    "avg_ui_similarity": 0.9035583984732622
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "64bfd4c67fd441149900ea3f308b0924",
          "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and three children in two rooms. Search for hotels offering free parking and sort by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9912086725234985,
        "action_similarity": 0.8665944337844849,
        "ui_similarity": 0.9794166119215093
      },
      {
        "episode": {
          "episode_id": "7a4eb805d071464d9448ca774c1544d1",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6214326620101929,
        "action_similarity": 0.8824699521064758,
        "ui_similarity": 0.9557406902066745
      }
    ],
    "query": {
      "episode_id": "f790949384194e268dbf12457563aef7",
      "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and two 7-year-old children in two rooms. Search for hotels offering free parking and sort by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8063206672668457,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8745321929454803,
    "avg_ui_similarity": 0.9675786510640919
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3ca770897c4c4533851e0c403eaf2341",
          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9272668957710266,
        "action_similarity": 0.939948320388794,
        "ui_similarity": 0.9027376596941061
      },
      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8762192130088806,
        "action_similarity": 0.8642275333404541,
        "ui_similarity": 0.8963354912987712
      }
    ],
    "query": {
      "episode_id": "2bb14f5cc09649c8940e1bb73a958e74",
      "goal": "Open Hotels. Find a hotel in Rome  from June 15 to June 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by guest rating. Select the first option. Check its cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9017430543899536,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.902087926864624,
    "avg_ui_similarity": 0.8995365754964386
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ddf5458c24e943b388de3f92174d01d5",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9829525947570801,
        "action_similarity": 0.9375002384185791,
        "ui_similarity": 0.9493049283686353
      },
      {
        "episode": {
          "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9099942445755005,
        "action_similarity": 0.8496443629264832,
        "ui_similarity": 0.9426868963105272
      }
    ],
    "query": {
      "episode_id": "b21fdab98b4d429b874b374526bf04d3",
      "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to downtown and select the closest option. Verify the hotel\"s cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9464734196662903,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8935723006725311,
    "avg_ui_similarity": 0.9459959123395812
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3d129f7d1e694f309d10b3f269bc6fcb",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London City Center, drop-off time at 8:00 PM May 15 at the LCY. Sort the results by distance. Select the first one. Check the car rental location.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8455936908721924,
        "action_similarity": 0.9243729710578918,
        "ui_similarity": 0.9750854633515572
      },
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8128683567047119,
        "action_similarity": 0.8761537075042725,
        "ui_similarity": 0.8272132761772953
      }
    ],
    "query": {
      "episode_id": "8690dcdc88a14296befc7fa4d8ac8626",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8292310237884521,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9002633392810822,
    "avg_ui_similarity": 0.9011493697644263
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.849338710308075,
        "action_similarity": 0.8087543249130249,
        "ui_similarity": 0.8455560765577985
      },
      {
        "episode": {
          "episode_id": "95f13e810cbc4bc29dc66e537e3efd58",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price less than 400$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8334846496582031,
        "action_similarity": 0.9355732202529907,
        "ui_similarity": 0.9761341458434624
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    ],
    "query": {
      "episode_id": "fa241ef4220541ea944e939ce198ae25",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 23 at JFK, drop-off time at 10:00 AM June 28 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.841411679983139,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8721637725830078,
    "avg_ui_similarity": 0.9108451112006304
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ff558e1d7d2e481c9fc526a029a7688b",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.945755124092102,
        "action_similarity": 0.9685806035995483,
        "ui_similarity": 0.9886278004761031
      },
      {
        "episode": {
          "episode_id": "4f20bf4b0b3246c8b7e88f22975c0587",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9221474528312683,
        "action_similarity": 0.9292736649513245,
        "ui_similarity": 0.9490883084774396
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    ],
    "query": {
      "episode_id": "5b7cb2d8d86344e4a32f30c1056d9407",
      "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9339512884616852,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9489271342754364,
    "avg_ui_similarity": 0.9688580544767713
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d84bc7a0be564d439f75727a1fe4a6ac",
          "goal": "Open Hotels. Create a trip named \"Rome Holiday\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the second recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9407354593276978,
        "action_similarity": 0.9310528039932251,
        "ui_similarity": 0.9320557292902949
      },
      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8767287731170654,
        "action_similarity": 0.9103773236274719,
        "ui_similarity": 0.9417576412047928
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    ],
    "query": {
      "episode_id": "dd3564d84ff8499d9fa1710e56390afb",
      "goal": "Open Hotels. Create a trip named \"Roma\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the third recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9087321162223816,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9207150638103485,
    "avg_ui_similarity": 0.9369066852475438
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "106a1b1157e54ed19b86e0816fb9fe8f",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9259020090103149,
        "action_similarity": 0.8301060199737549,
        "ui_similarity": 0.9193531003340752
      },
      {
        "episode": {
          "episode_id": "94b1242fa10b4a1293c503f560b7fa8c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price less than 750$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9229583740234375,
        "action_similarity": 0.844261109828949,
        "ui_similarity": 0.9409395869321457
      }
    ],
    "query": {
      "episode_id": "d15425a7deaf47179b4a95c0316ef53b",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 7:00 AM March 30 at LAX, drop-off time at 6:00 PM May 6 at SFO. Filter Car type to luxury.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9244301915168762,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8371835649013519,
    "avg_ui_similarity": 0.9301463436331106
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c7e741ba5134454daac8bdce11566a30",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9897458553314209,
        "action_similarity": 0.8900722861289978,
        "ui_similarity": 0.9775864164541742
      },
      {
        "episode": {
          "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9607548713684082,
        "action_similarity": 0.906684398651123,
        "ui_similarity": 0.9724276981173966
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    ],
    "query": {
      "episode_id": "a95f1d13a31147c1afc642b35c221a67",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9752503633499146,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8983783423900604,
    "avg_ui_similarity": 0.9750070572857854
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9780768752098083,
        "action_similarity": 0.9743914008140564,
        "ui_similarity": 0.9863119246746032
      },
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9765837788581848,
        "action_similarity": 0.9088927507400513,
        "ui_similarity": 0.983410918508202
      }
    ],
    "query": {
      "episode_id": "aaa50b5928a0487099fffbb974bb15ce",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9773303270339966,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9416420757770538,
    "avg_ui_similarity": 0.9848614215914026
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "84ca059105a34536b50d83e7c06c8324",
          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.9753406047821045,
        "ui_similarity": 0.9702231976865026
      },
      {
        "episode": {
          "episode_id": "47a6a23b545f4a39badfe80b758e88c2",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8360847234725952,
        "action_similarity": 0.9229428172111511,
        "ui_similarity": 0.9692668823706949
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    ],
    "query": {
      "episode_id": "872d353a1ed9424985666f367e3bff98",
      "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9180424213409424,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9491417109966278,
    "avg_ui_similarity": 0.9697450400285987
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5f548044b8c94bf3bbbe664d61f81bf1",
          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9335654377937317,
        "action_similarity": 0.9266687631607056,
        "ui_similarity": 0.9597560242580628
      },
      {
        "episode": {
          "episode_id": "6711c953392e47cebe2322ac0f136a0b",
          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and a 10-year-old child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9256292581558228,
        "action_similarity": 0.9395331740379333,
        "ui_similarity": 0.9650898407856798
      }
    ],
    "query": {
      "episode_id": "a8a2e40854124568a9645e13f6026937",
      "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9295973479747772,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9331009685993195,
    "avg_ui_similarity": 0.9624229325218714
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "473167223dad4811af5db2fff19b780a",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9787992835044861,
        "action_similarity": 0.8521020412445068,
        "ui_similarity": 0.8626311093600638
      },
      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8402712345123291,
        "action_similarity": 0.907474160194397,
        "ui_similarity": 0.9383226801301736
      }
    ],
    "query": {
      "episode_id": "7341a978587f4908b26482861e480bc1",
      "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM May 29 at JFK, drop-off time at 11:00 AM June 2 at Central Park South. Filter Car type to economy, total price less than 300$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9095352590084076,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8797881007194519,
    "avg_ui_similarity": 0.9004768947451187
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6842066049575806,
        "action_similarity": 0.8351517915725708,
        "ui_similarity": 0.7793214817622225
      },
      {
        "episode": {
          "episode_id": "8690dcdc88a14296befc7fa4d8ac8626",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6828188896179199,
        "action_similarity": 0.9175479412078857,
        "ui_similarity": 0.9085033279738616
      }
    ],
    "query": {
      "episode_id": "2ad084e223d64105a441284aa659ed28",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 10:00 AM July 3 at New Delhi, drop-off time at 5:00 AM July 5 at a different location. Filter the type Standard. Sort the results by price. Select the first one. Check the mileage policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6835127472877502,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8763498663902283,
    "avg_ui_similarity": 0.843912404868042
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "872d353a1ed9424985666f367e3bff98",
          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.9753406047821045,
        "ui_similarity": 0.9702231976865027
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      {
        "episode": {
          "episode_id": "47a6a23b545f4a39badfe80b758e88c2",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8360847234725952,
        "action_similarity": 0.9066869616508484,
        "ui_similarity": 0.9548441254548422
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    ],
    "query": {
      "episode_id": "84ca059105a34536b50d83e7c06c8324",
      "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9180424213409424,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9410137832164764,
    "avg_ui_similarity": 0.9625336615706724
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aef8f561c709402185aaf3c13adfe774",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9990679621696472,
        "action_similarity": 0.9209508299827576,
        "ui_similarity": 0.857838730691044
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      {
        "episode": {
          "episode_id": "8451f7f71c1a411ebdcc0420ab474df5",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9372577667236328,
        "action_similarity": 0.9578080177307129,
        "ui_similarity": 0.9721254533957112
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    ],
    "query": {
      "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.96816286444664,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9393794238567352,
    "avg_ui_similarity": 0.9149820920433775
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "74aefc9928ee463b8a56a8ce05af7cd1",
          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9999999403953552,
        "action_similarity": 0.9371206760406494,
        "ui_similarity": 0.9767969120893614
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      {
        "episode": {
          "episode_id": "27714138f85843fe9df0cc1d6ced795f",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8815604448318481,
        "action_similarity": 0.916576623916626,
        "ui_similarity": 0.9175549871082963
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    ],
    "query": {
      "episode_id": "948538fd8e55400eadf2c3419235dcba",
      "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9407801926136017,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9268486499786377,
    "avg_ui_similarity": 0.9471759495988288
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "cb003c3949a345c78feb7a300591a90a",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9755762815475464,
        "action_similarity": 0.9501714706420898,
        "ui_similarity": 0.9128177396951036
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      {
        "episode": {
          "episode_id": "35cc4e40df6b473ba895d04869dd9fb3",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9336782693862915,
        "action_similarity": 0.920941948890686,
        "ui_similarity": 0.9701065507821217
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    ],
    "query": {
      "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
      "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.954627275466919,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9355567097663879,
    "avg_ui_similarity": 0.9414621452386127
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "106a1b1157e54ed19b86e0816fb9fe8f",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9781327247619629,
        "action_similarity": 0.8180290460586548,
        "ui_similarity": 0.8064849005889249
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      {
        "episode": {
          "episode_id": "aaa50b5928a0487099fffbb974bb15ce",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9752727746963501,
        "action_similarity": 0.8594880700111389,
        "ui_similarity": 0.836876994515095
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    ],
    "query": {
      "episode_id": "c60920502b4f4198b25426ded4534619",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 12:00 PM June 6 at LAX, and drop-off time at 4:00 PM June 13 at SFO. Filter for luxury cars, total price between $200-300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9767027497291565,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8387585580348969,
    "avg_ui_similarity": 0.8216809475520099
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a64e7f94bed74ab29052c154ea65f7f1",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM June 20 at Times Square, drop-off time at 10:00 PM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9998699426651001,
        "action_similarity": 0.9273504018783569,
        "ui_similarity": 0.9880576246364449
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      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9272125363349915,
        "action_similarity": 0.8347167372703552,
        "ui_similarity": 0.9642409590163052
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    ],
    "query": {
      "episode_id": "435a24febf28432c9b7b7bfe516ee008",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9635412395000458,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8810335695743561,
    "avg_ui_similarity": 0.976149291826375
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d4d97976d28043a690ed1606745980cc",
          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from June 5 to June 10. Gym required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9432425498962402,
        "action_similarity": 0.9049433469772339,
        "ui_similarity": 0.9582703916586912
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      {
        "episode": {
          "episode_id": "a8a2e40854124568a9645e13f6026937",
          "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7596797347068787,
        "action_similarity": 0.8605849146842957,
        "ui_similarity": 0.9640883602608511
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    ],
    "query": {
      "episode_id": "0dfac782551843de8dbddf92ca7710c2",
      "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from July 5 to July 10. Fitness/stadium required. Select the fifth recommendation. Check its picture gallery.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8514611423015594,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8827641308307648,
    "avg_ui_similarity": 0.9611793759597711
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "be72c9f8ab644d6b928a7dce187cb50d",
          "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two children in one room. Search for hotels that include free wifi and sort by proximity to the city center.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9615126848220825,
        "action_similarity": 0.9252055883407593,
        "ui_similarity": 0.9271330181516272
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      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8381003141403198,
        "action_similarity": 0.8730043172836304,
        "ui_similarity": 0.965122216824051
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    ],
    "query": {
      "episode_id": "8674e38de58943a8a13ce4a241030838",
      "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two 5-year-old children in one room. Search for hotels that include free wifi and sort by proximity to downtown. Check a hotel\"s fisrt room option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8998064994812012,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8991049528121948,
    "avg_ui_similarity": 0.946127617487839
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9935239553451538,
        "action_similarity": 0.8959251642227173,
        "ui_similarity": 0.9703134419725475
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      {
        "episode": {
          "episode_id": "ef79fd119373413abe481911c89bf4b7",
          "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.867255687713623,
        "action_similarity": 0.8132298588752747,
        "ui_similarity": 0.9329718559754884
      }
    ],
    "query": {
      "episode_id": "504b68bb3bc941fa9592802cc6834a6d",
      "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with free breakfast. Compare the first and second options.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9303898215293884,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.854577511548996,
    "avg_ui_similarity": 0.951642648974018
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "e237d0563f4940e6afd25a9d7a83ba35",
          "goal": "Open Hotels. Find accommodation in Tokyo from October 20 to October 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price. Review all photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9368938207626343,
        "action_similarity": 0.8950398564338684,
        "ui_similarity": 0.9000391288444191
      },
      {
        "episode": {
          "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9333623647689819,
        "action_similarity": 0.9038156270980835,
        "ui_similarity": 0.9663312673238975
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    ],
    "query": {
      "episode_id": "747467a967274d839c3f9a89c3c80c17",
      "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9351280927658081,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.899427741765976,
    "avg_ui_similarity": 0.9331851980841583
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "dd3564d84ff8499d9fa1710e56390afb",
          "goal": "Open Hotels. Create a trip named \"Roma\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the third recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9407354593276978,
        "action_similarity": 0.9310528039932251,
        "ui_similarity": 0.9320557292902951
      },
      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8681734800338745,
        "action_similarity": 0.8642182946205139,
        "ui_similarity": 0.9594383088654824
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    ],
    "query": {
      "episode_id": "d84bc7a0be564d439f75727a1fe4a6ac",
      "goal": "Open Hotels. Create a trip named \"Rome Holiday\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the second recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9044544696807861,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8976355493068695,
    "avg_ui_similarity": 0.9457470190778887
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "32dfb1f5f85b496fa7a0b789fb709cfb",
          "goal": "Open Hotels. Choose a hotel in Amsterdam, near Van Gogh Museum from June 20 to June 25. Two Adults, One room.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7163904905319214,
        "action_similarity": 0.8728183507919312,
        "ui_similarity": 0.9307048368165338
      },
      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6296086311340332,
        "action_similarity": 0.9366121888160706,
        "ui_similarity": 0.9018243248983545
      }
    ],
    "query": {
      "episode_id": "9c8b8d6bab67498b8760e046ea1f07b0",
      "goal": "Open Hotels. Find a hotel in Amsterdam from August 15 to August 20. Property name should contain \"Hotel\". Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6729995608329773,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9047152698040009,
    "avg_ui_similarity": 0.9162645808574441
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0dfac782551843de8dbddf92ca7710c2",
          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from July 5 to July 10. Fitness/stadium required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9432425498962402,
        "action_similarity": 0.9049433469772339,
        "ui_similarity": 0.9582703916586909
      },
      {
        "episode": {
          "episode_id": "a8a2e40854124568a9645e13f6026937",
          "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7867268323898315,
        "action_similarity": 0.8511861562728882,
        "ui_similarity": 0.9756147429670055
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    ],
    "query": {
      "episode_id": "d4d97976d28043a690ed1606745980cc",
      "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from June 5 to June 10. Gym required. Select the fifth recommendation. Check its picture gallery.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8649846911430359,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.878064751625061,
    "avg_ui_similarity": 0.9669425673128482
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3b4aad360097480a95ddee905ff276e1",
          "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8726339340209961,
        "action_similarity": 0.9053930640220642,
        "ui_similarity": 0.8621610717111052
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      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8591114282608032,
        "action_similarity": 0.8999161720275879,
        "ui_similarity": 0.8816587777961258
      }
    ],
    "query": {
      "episode_id": "b649b4c50b9e4e098f17beddfc883590",
      "goal": "Open Hotels. Select Paris and choose dates from September 12 to September 17 for three adults in one room. Apply the deal to the room from the second recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8658726811408997,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.902654618024826,
    "avg_ui_similarity": 0.8719099247536155
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "99e6f344986b4708a6ce2be278c37fff",
          "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9457685947418213,
        "ui_similarity": 0.9780516120311185
      },
      {
        "episode": {
          "episode_id": "cb003c3949a345c78feb7a300591a90a",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.818200945854187,
        "action_similarity": 0.848858118057251,
        "ui_similarity": 0.9244721322332459
      }
    ],
    "query": {
      "episode_id": "ef52ff8e39004721a50025eb85ebf5c0",
      "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9091004729270935,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8973133563995361,
    "avg_ui_similarity": 0.9512618721321822
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "2bb14f5cc09649c8940e1bb73a958e74",
          "goal": "Open Hotels. Find a hotel in Rome  from June 15 to June 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by guest rating. Select the first option. Check its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9272668957710266,
        "action_similarity": 0.939948320388794,
        "ui_similarity": 0.9027376596941059
      },
      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9203321933746338,
        "action_similarity": 0.9165168404579163,
        "ui_similarity": 0.8973441230695921
      }
    ],
    "query": {
      "episode_id": "3ca770897c4c4533851e0c403eaf2341",
      "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9237995445728302,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9282325804233551,
    "avg_ui_similarity": 0.900040891381849
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "48bb83948ca04ecd9eb7db90b963e4b7",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9999999403953552,
        "action_similarity": 0.8965641856193542,
        "ui_similarity": 0.9374657858744334
      },
      {
        "episode": {
          "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9036895036697388,
        "action_similarity": 0.9325888752937317,
        "ui_similarity": 0.9447411053046534
      }
    ],
    "query": {
      "episode_id": "7b159dae7333438d800577dd6cbb17f3",
      "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.951844722032547,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.914576530456543,
    "avg_ui_similarity": 0.9411034455895434
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3b08c8a0777548f0acc90047b41517e6",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.8770193457603455,
        "ui_similarity": 0.963891540923433
      },
      {
        "episode": {
          "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
          "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8776043653488159,
        "ui_similarity": 0.8707706003861123
      }
    ],
    "query": {
      "episode_id": "32b12cf512444b818ea19fa81e968bef",
      "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.924942672252655,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8773118555545807,
    "avg_ui_similarity": 0.9173310706547726
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0c1206b9e36d433ea8036e869da26dcb",
          "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9240589141845703,
        "action_similarity": 0.947773814201355,
        "ui_similarity": 0.9284577325669646
      },
      {
        "episode": {
          "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9128822088241577,
        "action_similarity": 0.9113611578941345,
        "ui_similarity": 0.8985730978992086
      }
    ],
    "query": {
      "episode_id": "4e0e6c6a89074bae93310bd25f856516",
      "goal": "Open Hotels. Search for a hotel in Tokyo from September 2 to September 8. Two Adults, one room. Sort by guest rating. Choose the first properties. Select the list view of all reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.918470561504364,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9295674860477448,
    "avg_ui_similarity": 0.9135154152330867
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c63c1ff9b2794e70b1f02ff60403d405",
          "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9224658608436584,
        "ui_similarity": 0.9338041160564191
      },
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8544878363609314,
        "action_similarity": 0.8719745874404907,
        "ui_similarity": 0.9629559364601264
      }
    ],
    "query": {
      "episode_id": "d8eed5f8aba64565b3f8279848f8a5df",
      "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9272439181804657,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8972202241420746,
    "avg_ui_similarity": 0.9483800262582728
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4db2cd8ba05646f08f52a0647002cdd3",
          "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from September 10 to September 15. One Adult, One room. Filters are free wifi + breakfast included. Check its location.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9414244890213013,
        "action_similarity": 0.9332709908485413,
        "ui_similarity": 0.9277359139509141
      },
      {
        "episode": {
          "episode_id": "ef79fd119373413abe481911c89bf4b7",
          "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8290731310844421,
        "action_similarity": 0.8566897511482239,
        "ui_similarity": 0.9793162181507449
      }
    ],
    "query": {
      "episode_id": "d39acbf13c414a7599c8302394d04fdf",
      "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from May 10 to May 15. One Adult, One room. Filter is breakfast included.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8852488100528717,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8949803709983826,
    "avg_ui_similarity": 0.9535260660508296
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "b072a00cb6244acdb2f95f186588126c",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9886518120765686,
        "action_similarity": 0.887403130531311,
        "ui_similarity": 0.9012752438740456
      },
      {
        "episode": {
          "episode_id": "e390fdce558849e4818268ae55e6f5f2",
          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9288623332977295,
        "action_similarity": 0.9655989408493042,
        "ui_similarity": 0.944773734906302
      }
    ],
    "query": {
      "episode_id": "ccfbff090746467199e44f011da69ae5",
      "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.958757072687149,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9265010356903076,
    "avg_ui_similarity": 0.9230244893901738
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "73b310c75d424b6c90b9e6ace55c19d9",
          "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9455255270004272,
        "ui_similarity": 0.9657001825919675
      },
      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8339937925338745,
        "action_similarity": 0.8529832363128662,
        "ui_similarity": 0.9002753756611358
      }
    ],
    "query": {
      "episode_id": "284f673c378c4477a1e1f15f07d6802a",
      "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9169968962669373,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8992543816566467,
    "avg_ui_similarity": 0.9329877791265517
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ccfbff090746467199e44f011da69ae5",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9886518120765686,
        "action_similarity": 0.887403130531311,
        "ui_similarity": 0.9012752438740458
      },
      {
        "episode": {
          "episode_id": "e390fdce558849e4818268ae55e6f5f2",
          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9261983633041382,
        "action_similarity": 0.8793829679489136,
        "ui_similarity": 0.8368798334947377
      }
    ],
    "query": {
      "episode_id": "b072a00cb6244acdb2f95f186588126c",
      "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9574250876903534,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8833930492401123,
    "avg_ui_similarity": 0.8690775386843917
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8451f7f71c1a411ebdcc0420ab474df5",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9503433704376221,
        "action_similarity": 0.9165061712265015,
        "ui_similarity": 0.8055602403778248
      },
      {
        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9272125363349915,
        "action_similarity": 0.8347167372703552,
        "ui_similarity": 0.964240959016305
      }
    ],
    "query": {
      "episode_id": "a333008c6f1e4ae28821adae702dd049",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9387779533863068,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8756114542484283,
    "avg_ui_similarity": 0.8849005996970649
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0d07492e18ce48fe8a2bfc1963e976dc",
          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9932912588119507,
        "action_similarity": 0.9207727909088135,
        "ui_similarity": 0.9320975790647759
      },
      {
        "episode": {
          "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9129558801651001,
        "action_similarity": 0.9517678618431091,
        "ui_similarity": 0.9672743389399556
      }
    ],
    "query": {
      "episode_id": "0552594d6ca649b2b06899762c2f2f1c",
      "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9531235694885254,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9362703263759613,
    "avg_ui_similarity": 0.9496859590023657
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ef52ff8e39004721a50025eb85ebf5c0",
          "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9457685947418213,
        "ui_similarity": 0.9780516120311183
      },
      {
        "episode": {
          "episode_id": "cb003c3949a345c78feb7a300591a90a",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.818200945854187,
        "action_similarity": 0.8676412105560303,
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    ],
    "query": {
      "episode_id": "99e6f344986b4708a6ce2be278c37fff",
      "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9091004729270935,
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    "split": "train",
    "avg_action_similarity": 0.9067049026489258,
    "avg_ui_similarity": 0.9498079122718194
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Search for eligible hotels in Los Angeles, Hollywood from May 20 to May 22. Two Adults, One child, One room. Sort by price from high to low. Select the first hotel. Check its Fees & policy and price details.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9038465023040771,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8758032917976379,
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    ],
    "query": {
      "episode_id": "bae316a612154654a85c5ded32644c6d",
      "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8898248970508575,
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    "split": "train",
    "avg_action_similarity": 0.8621958494186401,
    "avg_ui_similarity": 0.9292381367370061
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    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3366d97cae204693818dc931e2eb680b",
          "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM May 15 at CDG, drop-off time at 7:00 PM May 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9981358647346497,
        "action_similarity": 0.8000888824462891,
        "ui_similarity": 0.8393542793101196
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      {
        "episode": {
          "episode_id": "00096863626d41a29004f0259c6c817c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7868845462799072,
        "action_similarity": 0.9807207584381104,
        "ui_similarity": 0.9871571647748595
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    ],
    "query": {
      "episode_id": "9319fae96c3f4204add74cf3b84c0d8a",
      "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM June 15 at CDG, drop-off time at 7:00 AM June 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8925102055072784,
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    "avg_action_similarity": 0.8904048204421997,
    "avg_ui_similarity": 0.9132557220424895
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9809392094612122,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8696097135543823,
        "action_similarity": 0.9254579544067383,
        "ui_similarity": 0.9738670701985087
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    ],
    "query": {
      "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
      "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
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    "avg_action_similarity": 0.9298640787601471,
    "avg_ui_similarity": 0.9795057022844501
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7311567068099976,
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      {
        "episode": {
          "episode_id": "b9d2b0a89c9c4835b742790804a1df23",
          "goal": "Open Hotels. Look for a hotel room in Las Vegas from June 15 to June 20. Accommodate one adult. Filter the selection for hotels with a gym and air conditions. Sort by customer ratings and select the top-rated option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7075870037078857,
        "action_similarity": 0.8419924974441528,
        "ui_similarity": 0.9371327830978685
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    ],
    "query": {
      "episode_id": "243c3584c2ab45a6890053269bc27f0d",
      "goal": "Open Hotels. Search for eligible hotels in Miami from May 10 to May 15. Two Adults, One room. Sort by price from low to high.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7193718552589417,
    "target_shot": 2,
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    "avg_action_similarity": 0.8751054108142853,
    "avg_ui_similarity": 0.9282463490050841
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8704914450645447,
        "action_similarity": 0.9482237100601196,
        "ui_similarity": 0.9844533840582735
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      {
        "episode": {
          "episode_id": "cb003c3949a345c78feb7a300591a90a",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8582465052604675,
        "action_similarity": 0.9765172004699707,
        "ui_similarity": 0.9097477638757794
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    "query": {
      "episode_id": "e96372fe26214b20869f4601ff1c4ef5",
      "goal": "Open Hotels. Find a hotel in Tokyo from June 5 to June 7. Two adults two children in one room. Filter results with \"wifi included\". Sort the results by distance from shopping mall. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8643689751625061,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9623704552650452,
    "avg_ui_similarity": 0.9471005739670264
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    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.998523473739624,
        "action_similarity": 0.922492265701294,
        "ui_similarity": 0.9732051847161776
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      {
        "episode": {
          "episode_id": "ddf5458c24e943b388de3f92174d01d5",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9145792722702026,
        "action_similarity": 0.9095565676689148,
        "ui_similarity": 0.9032160748355786
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    ],
    "query": {
      "episode_id": "2ae46b97d0c841b8a8fb717c8dd9b432",
      "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of top three choices.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9565513730049133,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9160244166851044,
    "avg_ui_similarity": 0.9382106297758781
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "f790949384194e268dbf12457563aef7",
          "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and two 7-year-old children in two rooms. Search for hotels offering free parking and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9912086725234985,
        "action_similarity": 0.8665944337844849,
        "ui_similarity": 0.9794166119215095
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      {
        "episode": {
          "episode_id": "7a4eb805d071464d9448ca774c1544d1",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6297993063926697,
        "action_similarity": 0.8471910357475281,
        "ui_similarity": 0.9465697858885297
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    ],
    "query": {
      "episode_id": "64bfd4c67fd441149900ea3f308b0924",
      "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and three children in two rooms. Search for hotels offering free parking and sort by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8105039894580841,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8568927347660065,
    "avg_ui_similarity": 0.9629931989050196
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "915af99965d340609f9ac6652045cf8a",
          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9663105607032776,
        "action_similarity": 0.923438310623169,
        "ui_similarity": 0.8642791246948069
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      {
        "episode": {
          "episode_id": "ccfbff090746467199e44f011da69ae5",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9288623332977295,
        "action_similarity": 0.9655989408493042,
        "ui_similarity": 0.9447737349063019
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    ],
    "query": {
      "episode_id": "e390fdce558849e4818268ae55e6f5f2",
      "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9475864470005035,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9445186257362366,
    "avg_ui_similarity": 0.9045264298005544
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "01c00b2ed514467193a1601698aa3088",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9948113560676575,
        "action_similarity": 0.9155356287956238,
        "ui_similarity": 0.8868969369459803
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      {
        "episode": {
          "episode_id": "7b159dae7333438d800577dd6cbb17f3",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9036895036697388,
        "action_similarity": 0.9325888752937317,
        "ui_similarity": 0.9447411053046535
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    ],
    "query": {
      "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
      "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9492504298686981,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9240622520446777,
    "avg_ui_similarity": 0.9158190211253169
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8806349039077759,
        "action_similarity": 0.8699004054069519,
        "ui_similarity": 0.9407967261416615
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      {
        "episode": {
          "episode_id": "504b68bb3bc941fa9592802cc6834a6d",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with free breakfast. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.867255687713623,
        "action_similarity": 0.8132298588752747,
        "ui_similarity": 0.9329718559754885
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    ],
    "query": {
      "episode_id": "ef79fd119373413abe481911c89bf4b7",
      "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8739452958106995,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8415651321411133,
    "avg_ui_similarity": 0.9368842910585751
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8620ddd724f949e992e36a2b9ffe57c8",
          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9907910227775574,
        "action_similarity": 0.9358433485031128,
        "ui_similarity": 0.9760121122447748
      },
      {
        "episode": {
          "episode_id": "1e0aedca2a244b148ac63124db9d1096",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9012678861618042,
        "action_similarity": 0.9630534648895264,
        "ui_similarity": 0.932338465304182
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    ],
    "query": {
      "episode_id": "4362fac879c843369e0aee7899e4537e",
      "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\".",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9460294544696808,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9494484066963196,
    "avg_ui_similarity": 0.9541752887744783
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d8eed5f8aba64565b3f8279848f8a5df",
          "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9224658608436584,
        "ui_similarity": 0.9338041160564199
      },
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8544878363609314,
        "action_similarity": 0.9551593661308289,
        "ui_similarity": 0.9146258336451348
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    ],
    "query": {
      "episode_id": "c63c1ff9b2794e70b1f02ff60403d405",
      "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9272439181804657,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9388126134872437,
    "avg_ui_similarity": 0.9242149748507773
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0552594d6ca649b2b06899762c2f2f1c",
          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9932912588119507,
        "action_similarity": 0.9207727909088135,
        "ui_similarity": 0.9320975790647761
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      {
        "episode": {
          "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9062055945396423,
        "action_similarity": 0.9485806226730347,
        "ui_similarity": 0.8886663010969668
      }
    ],
    "query": {
      "episode_id": "0d07492e18ce48fe8a2bfc1963e976dc",
      "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9497484266757965,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9346767067909241,
    "avg_ui_similarity": 0.9103819400808715
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "1501ba4091dd4dc880e8f5d26e67f102",
          "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7394341230392456,
        "action_similarity": 0.8091973066329956,
        "ui_similarity": 0.9143296575395359
      },
      {
        "episode": {
          "episode_id": "e1e8d66ec7b2453bb27d7ceaf484e98e",
          "goal": "Open TEMU. Search \"women's handbag\". Filter by color \"black\". Sort by highest to lowest price. Select the second item and add it to the cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7388575077056885,
        "action_similarity": 0.8814209699630737,
        "ui_similarity": 0.9335460328481562
      }
    ],
    "query": {
      "episode_id": "2ded41d1367147168b3c8ba84c652b82",
      "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.739145815372467,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8453091382980347,
    "avg_ui_similarity": 0.923937845193846
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "14fe20f9cf474b8db2f4125b88708b28",
          "goal": "Open TEMU. Search \"kids toys\". Filter by \"puzzles\" category. Filter price under $50. Select the second item. Goto seller's page and follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8212438225746155,
        "action_similarity": 0.9040629267692566,
        "ui_similarity": 0.9433247896468878
      },
      {
        "episode": {
          "episode_id": "2c30dc10e8df4e099fea50a13ef165bf",
          "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6394875645637512,
        "action_similarity": 0.6485364437103271,
        "ui_similarity": 0.9375799319538837
      }
    ],
    "query": {
      "episode_id": "8b36c42160a0448da2a3d56a9ee7de26",
      "goal": "Open TEMU. Search \"kids toys\". Filter by \"educational\". Set price range to 0-50$. Select the first item. Add the product to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7303656935691833,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7762996852397919,
    "avg_ui_similarity": 0.9404523608003857
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "c303ac0281e6424fb883869412a989a8",
          "goal": "Open TEMU. Search for \"jewelry\". Set the price range to 100-200$. Sort by popularity. Select the first item and check the shipping policy.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6470178365707397,
        "action_similarity": 0.6959161162376404,
        "ui_similarity": 0.9102768500947119
      },
      {
        "episode": {
          "episode_id": "e5bf12a9b7c14ec49cf84bfb20449923",
          "goal": "Open TEMU. Browse \"Home & Kitchen\". Sort by newest arrival. Select the first product. Goto the seller's page and follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6083583831787109,
        "action_similarity": 0.7502855658531189,
        "ui_similarity": 0.7945517124133367
      }
    ],
    "query": {
      "episode_id": "2e4c026cdda84f1aa31d5c01680453c7",
      "goal": "Open TEMU. Search \"Gardening\". Sort by \"price: low to high\". Choose the third item. Check its shipping details.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6276881098747253,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7231008410453796,
    "avg_ui_similarity": 0.8524142812540243
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7107495665550232,
        "action_similarity": 0.9114987850189209,
        "ui_similarity": 0.8764928428527758
      },
      {
        "episode": {
          "episode_id": "1501ba4091dd4dc880e8f5d26e67f102",
          "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7033104300498962,
        "action_similarity": 0.8116374611854553,
        "ui_similarity": 0.8894616557774199
      }
    ],
    "query": {
      "episode_id": "2112a44a5af14761bc5249e67eeed38f",
      "goal": "Open TEMU. Look for \"men\"s jeans\". Filter by \"size 32\". Select the fifth item. Set quantity to 3 and add them to the cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7070299983024597,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8615681231021881,
    "avg_ui_similarity": 0.8829772493150978
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6872171759605408,
        "action_similarity": 0.7594789266586304,
        "ui_similarity": 0.90041351886506
      },
      {
        "episode": {
          "episode_id": "8c536fa840e84b6293021ef4f374fcaa",
          "goal": "Open TEMU. Search “shirt for men\". Sort by most popular. Select the first item. Navigate to the seller\"s page. Follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6703559160232544,
        "action_similarity": 0.7281609773635864,
        "ui_similarity": 0.9071168407375996
      }
    ],
    "query": {
      "episode_id": "652ce74e80a04951a74e120179bb14f6",
      "goal": "Open TEMU. Search \"men\"s belt\". Filter by color \"black\". Sort by popularity. Choose the sixth item. Check other available colors.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6787865459918976,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7438199520111084,
    "avg_ui_similarity": 0.9037651798013298
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "c920a442ccc34f51b460388667517993",
          "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6908652186393738,
        "action_similarity": 0.7985893487930298,
        "ui_similarity": 0.9486316494625385
      },
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6789291501045227,
        "action_similarity": 0.8241627812385559,
        "ui_similarity": 0.922263046879227
      }
    ],
    "query": {
      "episode_id": "8fe2db77fb494f58b759214590bdcf1a",
      "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6848971843719482,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8113760650157928,
    "avg_ui_similarity": 0.9354473481708827
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "8fe2db77fb494f58b759214590bdcf1a",
          "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6908652186393738,
        "action_similarity": 0.7985893487930298,
        "ui_similarity": 0.9486316494625388
      },
      {
        "episode": {
          "episode_id": "c5c48179460542e69534b2041cb6c355",
          "goal": "Open TEMU. Search for \"winter jackets\". Filter by \"size M\". Set price range to 10-200$. Sort by most recent and select the first item.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6840871572494507,
        "action_similarity": 0.8538780212402344,
        "ui_similarity": 0.92207670880749
      }
    ],
    "query": {
      "episode_id": "c920a442ccc34f51b460388667517993",
      "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6874761879444122,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8262336850166321,
    "avg_ui_similarity": 0.9353541791350144
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7394341230392456,
        "action_similarity": 0.8091973066329956,
        "ui_similarity": 0.9143296575395358
      },
      {
        "episode": {
          "episode_id": "2112a44a5af14761bc5249e67eeed38f",
          "goal": "Open TEMU. Look for \"men\"s jeans\". Filter by \"size 32\". Select the fifth item. Set quantity to 3 and add them to the cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7033104300498962,
        "action_similarity": 0.8116374611854553,
        "ui_similarity": 0.8894616557774201
      }
    ],
    "query": {
      "episode_id": "1501ba4091dd4dc880e8f5d26e67f102",
      "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7213722765445709,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8104173839092255,
    "avg_ui_similarity": 0.9018956566584779
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2c30dc10e8df4e099fea50a13ef165bf",
          "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6529184579849243,
        "action_similarity": 0.8149873614311218,
        "ui_similarity": 0.8675807679915758
      },
      {
        "episode": {
          "episode_id": "64b57949a45149b78aeda3719bbb6353",
          "goal": "Open TEMU. Navigate to \"Pet Supplies\" category, sort by popularity. Pick the third product. Check the product delivery options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.618368923664093,
        "action_similarity": 0.7508304119110107,
        "ui_similarity": 0.7813980561588844
      }
    ],
    "query": {
      "episode_id": "e5bf12a9b7c14ec49cf84bfb20449923",
      "goal": "Open TEMU. Browse \"Home & Kitchen\". Sort by newest arrival. Select the first product. Goto the seller's page and follow the seller.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6356436908245087,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7829088866710663,
    "avg_ui_similarity": 0.8244894120752301
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7388575077056885,
        "action_similarity": 0.8814209699630737,
        "ui_similarity": 0.9335460328481562
      },
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6481658220291138,
        "action_similarity": 0.879857063293457,
        "ui_similarity": 0.9221098275757718
      }
    ],
    "query": {
      "episode_id": "e1e8d66ec7b2453bb27d7ceaf484e98e",
      "goal": "Open TEMU. Search \"women's handbag\". Filter by color \"black\". Sort by highest to lowest price. Select the second item and add it to the cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6935116648674011,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8806390166282654,
    "avg_ui_similarity": 0.927827930211964
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6324058771133423,
        "action_similarity": 0.7940680980682373,
        "ui_similarity": 0.9221540731558167
      },
      {
        "episode": {
          "episode_id": "14fe20f9cf474b8db2f4125b88708b28",
          "goal": "Open TEMU. Search \"kids toys\". Filter by \"puzzles\" category. Filter price under $50. Select the second item. Goto seller's page and follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6313238143920898,
        "action_similarity": 0.7830899953842163,
        "ui_similarity": 0.8820477863661114
      }
    ],
    "query": {
      "episode_id": "709989eb4c5b4d94b1e963a94f6cab27",
      "goal": "Open TEMU. Search for \"kids socks\". Filter by color \"white\". Sort by recently added. Choose the first item. Goto the seller's page. What is the first item listed?",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6318648457527161,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7885790467262268,
    "avg_ui_similarity": 0.902100929760964
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "72749d7edd7a424d8824ecb1855b6bde",
          "goal": "Open TEMU. Search \"dog toys\". Filter by color \"red\". Sort by popularity. Select the third item. Check the material of the product.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6681735515594482,
        "action_similarity": 0.777942419052124,
        "ui_similarity": 0.8473581058868045
      },
      {
        "episode": {
          "episode_id": "2c30dc10e8df4e099fea50a13ef165bf",
          "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6640619039535522,
        "action_similarity": 0.7422894239425659,
        "ui_similarity": 0.8503607046487395
      }
    ],
    "query": {
      "episode_id": "64b57949a45149b78aeda3719bbb6353",
      "goal": "Open TEMU. Navigate to \"Pet Supplies\" category, sort by popularity. Pick the third product. Check the product delivery options.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6661177277565002,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.760115921497345,
    "avg_ui_similarity": 0.848859405267772
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "c920a442ccc34f51b460388667517993",
          "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6840871572494507,
        "action_similarity": 0.8538780212402344,
        "ui_similarity": 0.92207670880749
      },
      {
        "episode": {
          "episode_id": "8fe2db77fb494f58b759214590bdcf1a",
          "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6477068662643433,
        "action_similarity": 0.8214772343635559,
        "ui_similarity": 0.9299611902450581
      }
    ],
    "query": {
      "episode_id": "c5c48179460542e69534b2041cb6c355",
      "goal": "Open TEMU. Search for \"winter jackets\". Filter by \"size M\". Set price range to 10-200$. Sort by most recent and select the first item.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.665897011756897,
    "target_shot": 2,
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    "avg_action_similarity": 0.8376776278018951,
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  {
    "app": "temu",
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          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
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        "episode": {
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          "goal": "Open TEMU. Search \"women's handbag\". Filter by color \"black\". Sort by highest to lowest price. Select the second item and add it to the cart.",
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          "domain": "E-Commerce & Shopping",
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      "goal": "Open TEMU. Look for \"women\"s leather boots\". Sort by price from high to low. Choose the first item. Select size 7 and add to cart.",
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      "domain": "E-Commerce & Shopping",
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          "goal": "Open TEMU. Search \"men\"s belt\". Filter by color \"black\". Sort by popularity. Choose the sixth item. Check other available colors.",
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        "episode": {
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          "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
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          "domain": "E-Commerce & Shopping",
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    "query": {
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      "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
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        "episode": {
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      "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
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  {
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        "episode": {
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        "episode": {
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          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
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          "domain": "E-Commerce & Shopping",
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      "goal": "Open TEMU. Search \"dog toys\". Filter by color \"red\". Sort by popularity. Select the third item. Check the material of the product.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "app": "spotify",
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          "goal": "Open Spotify. Go to your \"Daily Mix 1\", play 10 songs and like the 5th one.",
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      "goal": "Open Spotify. Create a new playlist named \"Indie Essentials\" and add 5 songs of your choice into it.",
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        "episode": {
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    "query": {
      "episode_id": "271d9c0e86aa4f02990314e147fef9a4",
      "goal": "Open Spotify. Explore \"Discover Weekly\", play first 5 songs, and save the fourth one to a new playlist \"Discoveries\".",
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      "domain": "Music & Podcasts",
      "split": "train"
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        "similarity": 0.8377314209938049,
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      "goal": "Open Spotify. search for the podcast \"The Daily\" and follow the podcast. Play the most recent episode.",
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        "episode": {
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        "episode": {
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          "domain": "Music & Podcasts",
          "split": "train"
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        "similarity": 0.8341456055641174,
        "action_similarity": 0.8775424957275391,
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    "query": {
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      "goal": "Open Spotify. use the \"Made For You\" section to find and play a \"Daily Mix\" playlist.",
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  {
    "app": "spotify",
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        "episode": {
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          "goal": "Open Spotify. Explore \"Discover Weekly\", play first 3 songs, and save the best one to \"My top songs\" playlist.",
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          "domain": "Music & Podcasts",
          "split": "train"
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        "similarity": 0.6851715445518494,
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    "query": {
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      "goal": "Open Spotify. use the \"Browse\" function to find the \"Charts\" section and play the \"Top 50 Global\" playlist.",
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      "domain": "Music & Podcasts",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7079790830612183,
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    "avg_action_similarity": 0.8255247473716736,
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    "app": "spotify",
    "support": [
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        "episode": {
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          "goal": "Open Spotify. Search the band \"Rolling Stones\", visit their artist page and shuffle play their top tracks.",
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          "split": "train"
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        "episode": {
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          "split": "train"
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        "similarity": 0.6518150568008423,
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    "query": {
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      "goal": "Open Spotify. Search the \"Imagine Dragons\", go to their artist page, and shuffle their popular tracks.",
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      "split": "train"
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        "episode": {
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        "similarity": 0.8827264308929443,
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    "query": {
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      "goal": "Open Spotify. Go to your \"Daily Mix 1\", play 10 songs and like the 5th one.",
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    "app": "spotify",
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        "episode": {
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        "episode": {
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        "similarity": 0.7723065614700317,
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    "query": {
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      "goal": "Open Spotify. Search \"Ariana Grande\" , view her artist page and shuffle play her top songs.",
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      "split": "train"
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        "episode": {
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        "episode": {
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        "similarity": 0.8827128410339355,
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    "query": {
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      "goal": "Open Spotify. Play the playlist \"Chill Hits\" and set the sleep timer to 15 minutes.",
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    "app": "spotify",
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        "episode": {
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        "similarity": 0.852491021156311,
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    "query": {
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      "goal": "Open Spotify. Find \"Daily Mix 2\" and play the 8th song on repeat mode.",
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    "avg_action_similarity": 0.8838505446910858,
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  {
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      "goal": "Open newsbreak. Search \"Politics\". Open the third news. Post a comment.",
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        "episode": {
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          "domain": "News & Media",
          "split": "train"
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      "goal": "Open newsbreak. Search for latest world news. Follow the first related account.",
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      "domain": "News & Media",
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  {
    "app": "newsbreak",
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      "goal": "Open newsbreak. Click technology. Like the latest AI news.",
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      "goal": "Open newsbreak. Click on the profile icon. Set notifications for breaking news.",
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      "goal": "Open newsbreak. Search \"Canada\". Open the first news story. Bookmark it.",
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        "episode": {
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    "query": {
      "episode_id": "49c24ed0e0fe4c5fa788a0d3134c76de",
      "goal": "Open newsbreak. Click entertainment. Like a news has the most comments.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7247139513492584,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8004215657711029,
    "avg_ui_similarity": 0.9502966202343447
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  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "808659dc529c4227b90787096e6275cd",
          "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7487423419952393,
        "action_similarity": 0.8877643346786499,
        "ui_similarity": 0.9328581048484986
      },
      {
        "episode": {
          "episode_id": "9fa8eddcb6894ec8b55ecdee7e17ac51",
          "goal": "Open newsbreak. Go to 'Profile'. Check the 'Saved Articles' section.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7253227829933167,
        "action_similarity": 0.8638158440589905,
        "ui_similarity": 0.9756129881286456
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    ],
    "query": {
      "episode_id": "bbbcc30434d54c33b114c07c0ed7e888",
      "goal": "Open newsbreak. Go to \"Profile\". Check the \"Reading History\" section.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.737032562494278,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8757900893688202,
    "avg_ui_similarity": 0.9542355464885721
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "7a520d6453944cffa2037126aea0cd0f",
          "goal": "Open newsbreak. Click account icon. View your saved and liked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8760320544242859,
        "action_similarity": 0.96430504322052,
        "ui_similarity": 0.9323445221488798
      },
      {
        "episode": {
          "episode_id": "9fa8eddcb6894ec8b55ecdee7e17ac51",
          "goal": "Open newsbreak. Go to 'Profile'. Check the 'Saved Articles' section.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8454684019088745,
        "action_similarity": 0.9635813236236572,
        "ui_similarity": 0.9562637292264703
      }
    ],
    "query": {
      "episode_id": "808659dc529c4227b90787096e6275cd",
      "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8607502281665802,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9639431834220886,
    "avg_ui_similarity": 0.944304125687675
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "e2f3b5d7d79b4091994e7919e3467945",
          "goal": "Open newsbreak. Click on \"Health\". Open the top article. Share it via text message.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8196883201599121,
        "action_similarity": 0.7147589325904846,
        "ui_similarity": 0.8747724136258562
      },
      {
        "episode": {
          "episode_id": "4ab1bf1ff7624dd8b33fc7727e54ef59",
          "goal": "Open newsbreak. Click health. Open the latest mental health news. Bookmark it.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7605292797088623,
        "action_similarity": 0.7306902408599854,
        "ui_similarity": 0.8233910378914062
      }
    ],
    "query": {
      "episode_id": "fcc9577ab9704929b423c55dddd72102",
      "goal": "Open newsbreak. Click life hacks. Find a health related news and bookmark it.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7901087999343872,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.722724586725235,
    "avg_ui_similarity": 0.8490817257586312
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "fcc9577ab9704929b423c55dddd72102",
          "goal": "Open newsbreak. Click life hacks. Find a health related news and bookmark it.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8196883201599121,
        "action_similarity": 0.7147589325904846,
        "ui_similarity": 0.8747724136258562
      },
      {
        "episode": {
          "episode_id": "4ab1bf1ff7624dd8b33fc7727e54ef59",
          "goal": "Open newsbreak. Click health. Open the latest mental health news. Bookmark it.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7402027249336243,
        "action_similarity": 0.837469220161438,
        "ui_similarity": 0.9759762674887132
      }
    ],
    "query": {
      "episode_id": "e2f3b5d7d79b4091994e7919e3467945",
      "goal": "Open newsbreak. Click on \"Health\". Open the top article. Share it via text message.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7799455225467682,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7761140763759613,
    "avg_ui_similarity": 0.9253743405572847
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7342607975006104,
        "action_similarity": 0.8484023809432983,
        "ui_similarity": 0.8575744284645896
      },
      {
        "episode": {
          "episode_id": "20221be92203447fb78816e1c22ab8fe",
          "goal": "Open Outlook. Create a new email draft with the subject \"Conference Details\" and add an attachment from OneDrive. Don\"t send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.724570095539093,
        "action_similarity": 0.7980053424835205,
        "ui_similarity": 0.7093212775432722
      }
    ],
    "query": {
      "episode_id": "831a5508350240a39743d16e58ed374c",
      "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7294154465198517,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8232038617134094,
    "avg_ui_similarity": 0.7834478530039309
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
          "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7319404482841492,
        "action_similarity": 0.8991996645927429,
        "ui_similarity": 0.741409911541714
      },
      {
        "episode": {
          "episode_id": "437e6ad971564926a43d2a1032afac71",
          "goal": "Open Outlook. Create a draft email to \"lisa.green@example.com\" with subject \"Project Proposal\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7229668498039246,
        "action_similarity": 0.9125741720199585,
        "ui_similarity": 0.7215969154176933
      }
    ],
    "query": {
      "episode_id": "e525f05d6cb94656bfaa0adac784ce86",
      "goal": "Open Outlook. Create a draft email to \"jane.doe@example.com\" with subject \"Meeting Discussion\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7274536490440369,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9058869183063507,
    "avg_ui_similarity": 0.7315034134797036
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "437e6ad971564926a43d2a1032afac71",
          "goal": "Open Outlook. Create a draft email to \"lisa.green@example.com\" with subject \"Project Proposal\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8102931976318359,
        "action_similarity": 0.9038934707641602,
        "ui_similarity": 0.9206866598409278
      },
      {
        "episode": {
          "episode_id": "e525f05d6cb94656bfaa0adac784ce86",
          "goal": "Open Outlook. Create a draft email to \"jane.doe@example.com\" with subject \"Meeting Discussion\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7319404482841492,
        "action_similarity": 0.8991996645927429,
        "ui_similarity": 0.741409911541714
      }
    ],
    "query": {
      "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
      "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7711168229579926,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9015465676784515,
    "avg_ui_similarity": 0.8310482856913208
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7491757869720459,
        "action_similarity": 0.8723419308662415,
        "ui_similarity": 0.8748840444416304
      },
      {
        "episode": {
          "episode_id": "a11e67d7aabb4f7293dcd9f7a41cdb12",
          "goal": "Open Outlook. Create an event on August 1, 12 - 2 PM. The event is \"Lunch Meeting\". The location is \"Cafe Downtown\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7429680824279785,
        "action_similarity": 0.9046294689178467,
        "ui_similarity": 0.9270784845379972
      }
    ],
    "query": {
      "episode_id": "6ba5892f641d4a29891a974e8124d8ef",
      "goal": "Open Outlook. Create an event on July 1, 7 - 8 PM. The event is Birthday Party. The location is \"Home\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7460719347000122,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8884856998920441,
    "avg_ui_similarity": 0.9009812644898139
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.946151614189148,
        "action_similarity": 0.7863625288009644,
        "ui_similarity": 0.8729480886782048
      },
      {
        "episode": {
          "episode_id": "5e2c4798acac4f4cbd939f95364bbdb6",
          "goal": "Open Outlook. Set up automatic replies with the message \"Currently out of office\" for dates between May 15, 2024 and May 25, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7554478645324707,
        "action_similarity": 0.8895778656005859,
        "ui_similarity": 0.9540718991888323
      }
    ],
    "query": {
      "episode_id": "9476a3f502124275a2066dcfdc093b65",
      "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8507997393608093,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8379701972007751,
    "avg_ui_similarity": 0.9135099939335185
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
          "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8846047520637512,
        "action_similarity": 0.8542375564575195,
        "ui_similarity": 0.6149250513249559
      },
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6853169202804565,
        "action_similarity": 0.692886233329773,
        "ui_similarity": 0.7638357651827877
      }
    ],
    "query": {
      "episode_id": "3f74f0a6bd5c4a33b5a63a88871533cc",
      "goal": "Open Outlook. Create a new email folder named \"Project Beta\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7849608361721039,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7735618948936462,
    "avg_ui_similarity": 0.6893804082538718
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.847366213798523,
        "action_similarity": 0.9164600372314453,
        "ui_similarity": 0.5077033789345053
      },
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.793107271194458,
        "action_similarity": 0.903349757194519,
        "ui_similarity": 0.7476291612788646
      }
    ],
    "query": {
      "episode_id": "4e60b2702fde4ebab461f20afcbd2e0e",
      "goal": "Open Outlook. Write an email to testappium001@outlook.com. The subject is \"Follow-up Meeting\". The main content is \"Dear Team, I hope this email finds you well. As discussed in our recent meeting, here are the follow-up points...\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8202367424964905,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9099048972129822,
    "avg_ui_similarity": 0.627666270106685
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c31be00fea7e484792fb59ab6b8a2193",
          "goal": "Open Outlook. Mark as unread the third email in the Focused box then move it to Archive.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.651286244392395,
        "action_similarity": 0.6704062223434448,
        "ui_similarity": 0.7410668635051849
      },
      {
        "episode": {
          "episode_id": "4b28327f6f4148219b68084599723b70",
          "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6232502460479736,
        "action_similarity": 0.7644605040550232,
        "ui_similarity": 0.5114965435218458
      }
    ],
    "query": {
      "episode_id": "a1204a4b623d46389c1fd69822a3c919",
      "goal": "Open Outlook. Search emails that contain \"Verification\". Delete the third one. Flag the first one. Archive the second one.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6372682452201843,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.717433363199234,
    "avg_ui_similarity": 0.6262817035135153
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "55d0c7e6d47e4c639f610549ace4377d",
          "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Invitation to Collaborate\". Archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7323540449142456,
        "action_similarity": 0.7448880672454834,
        "ui_similarity": 0.7171134979252264
      },
      {
        "episode": {
          "episode_id": "233002010f61439ab1531d59bede9002",
          "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6815138459205627,
        "action_similarity": 0.6198206543922424,
        "ui_similarity": 0.8768143058245477
      }
    ],
    "query": {
      "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
      "goal": "Open Outlook. Open the Sent folder.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7069339454174042,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6823543608188629,
    "avg_ui_similarity": 0.7969639018748871
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7265825271606445,
        "action_similarity": 0.8032894730567932,
        "ui_similarity": 0.864023899001734
      },
      {
        "episode": {
          "episode_id": "9476a3f502124275a2066dcfdc093b65",
          "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6978141069412231,
        "action_similarity": 0.9250723123550415,
        "ui_similarity": 0.9731421696823946
      }
    ],
    "query": {
      "episode_id": "a5668693c463411988216423eb7a228c",
      "goal": "Open Outlook. Set up an automatic reply with message \"On maternity leave\" for dates between May 10, 2023 and May 25, 2023.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7121983170509338,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8641808927059174,
    "avg_ui_similarity": 0.9185830343420643
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "211975a231f14989a1ae0d782a195ad1",
          "goal": "Open Outlook. Open the Draft folder. Continue editing the first draft email, add \"cc_testappium001@outlook.com\" in the Cc area and \"bcc_testappium002@outlook.com\" in the Bcc area. Then send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9458534717559814,
        "action_similarity": 0.9187977313995361,
        "ui_similarity": 0.8415807516880724
      },
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7468887567520142,
        "action_similarity": 0.7195819020271301,
        "ui_similarity": 0.5873918928086693
      }
    ],
    "query": {
      "episode_id": "74b96d166f36499783d085c35fb030e5",
      "goal": "Open Outlook. Open the \"Drafts\" folder. Continue editing the last draft email, add \"testappium006@outlook.com\" in the Cc area and \"testappium007@outlook.com\" in the Bcc area. Then send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8463711142539978,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8191898167133331,
    "avg_ui_similarity": 0.7144863222483708
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1b07677541204bcc9ede5d6b52c8cf2a",
          "goal": "Open Outlook. Find the email from \"CEO\" in the \"Inbox\". If it exists, reply it with \"Noted, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7863610982894897,
        "action_similarity": 0.7248154878616333,
        "ui_similarity": 0.8100940541856432
      },
      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6815138459205627,
        "action_similarity": 0.6198206543922424,
        "ui_similarity": 0.8768143058245467
      }
    ],
    "query": {
      "episode_id": "233002010f61439ab1531d59bede9002",
      "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7339374721050262,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6723180711269379,
    "avg_ui_similarity": 0.843454180005095
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6476073861122131,
        "action_similarity": 0.5303820371627808,
        "ui_similarity": 0.7592990272557465
      },
      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6339824199676514,
        "action_similarity": 0.6321778297424316,
        "ui_similarity": 0.8677083112600329
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    ],
    "query": {
      "episode_id": "16964d11cdc54bb599a2d7dd2ffef9c6",
      "goal": "Open Outlook. Forward the latest email  to jane.doe@gmail.com.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6407949030399323,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5812799334526062,
    "avg_ui_similarity": 0.8135036692578896
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4b28327f6f4148219b68084599723b70",
          "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7976031303405762,
        "action_similarity": 0.771030843257904,
        "ui_similarity": 0.8121809874936438
      },
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7111994028091431,
        "action_similarity": 0.6970893144607544,
        "ui_similarity": 0.784891830344363
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    ],
    "query": {
      "episode_id": "5293c378a71f46eea6b9111e77638db4",
      "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7544012665748596,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7340600788593292,
    "avg_ui_similarity": 0.7985364089190035
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "bc113caac6ff42008ff478c77dab719a",
          "goal": "Open Outlook. Archive the first email from \"Amazon\". Then empty the Spam mailbox.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8503656387329102,
        "action_similarity": 0.796940803527832,
        "ui_similarity": 0.4863612591023872
      },
      {
        "episode": {
          "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
          "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7163298726081848,
        "action_similarity": 0.8166776895523071,
        "ui_similarity": 0.6383729622065035
      }
    ],
    "query": {
      "episode_id": "4426f250cbd7490493c255ff3f827f29",
      "goal": "Open Outlook. Delete all emails from \"Spam\". Then empty the Deleted Items mailbox.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7833477556705475,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8068092465400696,
    "avg_ui_similarity": 0.5623671106544453
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "631a089692b0437f8b1b34e30a298bd9",
          "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9092612862586975,
        "action_similarity": 0.8677725791931152,
        "ui_similarity": 0.6948048766690121
      },
      {
        "episode": {
          "episode_id": "7918c043ed594e9ab0e9590b2698c536",
          "goal": "Open Outlook. Compose an email to \"testappium003@outlook.com\". The subject is \"Test Feedback\". The main content is \"Thanks for your feedback regarding the test process.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8682520389556885,
        "action_similarity": 0.9413105249404907,
        "ui_similarity": 0.8164170960067896
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    ],
    "query": {
      "episode_id": "17975d3f997e424ba07518391eaeee0e",
      "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.888756662607193,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.904541552066803,
    "avg_ui_similarity": 0.7556109863379008
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "5293c378a71f46eea6b9111e77638db4",
          "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7976031303405762,
        "action_similarity": 0.771030843257904,
        "ui_similarity": 0.8121809874936438
      },
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6383710503578186,
        "action_similarity": 0.6145851612091064,
        "ui_similarity": 0.8548911750974714
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    ],
    "query": {
      "episode_id": "4b28327f6f4148219b68084599723b70",
      "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7179870903491974,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6928080022335052,
    "avg_ui_similarity": 0.8335360812955576
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8984091281890869,
        "action_similarity": 0.8734437823295593,
        "ui_similarity": 0.9596222673969196
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      {
        "episode": {
          "episode_id": "83f38aa505264b0a9b4592fb0f977094",
          "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8167880773544312,
        "action_similarity": 0.881318211555481,
        "ui_similarity": 0.7142707620870918
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    ],
    "query": {
      "episode_id": "b40662f960dd41838a9a95e2a8705007",
      "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.857598602771759,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8773809969425201,
    "avg_ui_similarity": 0.8369465147420057
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "18cc1260547e4377888d19dfe0c017da",
          "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9607335329055786,
        "action_similarity": 0.7097408771514893,
        "ui_similarity": 0.8350914824089214
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      {
        "episode": {
          "episode_id": "cb5e094c5e774afc951542b4a21487a4",
          "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129737377166748,
        "action_similarity": 0.813751757144928,
        "ui_similarity": 0.749407185232397
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    ],
    "query": {
      "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
      "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8868536353111267,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7617463171482086,
    "avg_ui_similarity": 0.7922493338206592
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9085184335708618,
        "action_similarity": 0.92044997215271,
        "ui_similarity": 0.6912460016378159
      },
      {
        "episode": {
          "episode_id": "b40662f960dd41838a9a95e2a8705007",
          "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8167881369590759,
        "action_similarity": 0.881318211555481,
        "ui_similarity": 0.7142707620870921
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    ],
    "query": {
      "episode_id": "83f38aa505264b0a9b4592fb0f977094",
      "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8626532852649689,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9008840918540955,
    "avg_ui_similarity": 0.702758381862454
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6666386127471924,
        "action_similarity": 0.7430699467658997,
        "ui_similarity": 0.9508651163479171
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      {
        "episode": {
          "episode_id": "233002010f61439ab1531d59bede9002",
          "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6559162139892578,
        "action_similarity": 0.6077849268913269,
        "ui_similarity": 0.9197377756592817
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    ],
    "query": {
      "episode_id": "5920a6cef5f648baa9b9a105a722e480",
      "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Appointment Confirmation\". Flag it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6612774133682251,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6754274368286133,
    "avg_ui_similarity": 0.9353014460035994
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7323540449142456,
        "action_similarity": 0.7448880672454834,
        "ui_similarity": 0.7171134979252259
      },
      {
        "episode": {
          "episode_id": "233002010f61439ab1531d59bede9002",
          "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6362695693969727,
        "action_similarity": 0.653516411781311,
        "ui_similarity": 0.8023428997580946
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    ],
    "query": {
      "episode_id": "55d0c7e6d47e4c639f610549ace4377d",
      "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Invitation to Collaborate\". Archive it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6843118071556091,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6992022395133972,
    "avg_ui_similarity": 0.7597281988416602
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7881397008895874,
        "action_similarity": 0.5930241942405701,
        "ui_similarity": 0.665572727949476
      },
      {
        "episode": {
          "episode_id": "18cc1260547e4377888d19dfe0c017da",
          "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7880281209945679,
        "action_similarity": 0.641308605670929,
        "ui_similarity": 0.6272177210869939
      }
    ],
    "query": {
      "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
      "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7880839109420776,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6171663999557495,
    "avg_ui_similarity": 0.646395224518235
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
          "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9396936893463135,
        "action_similarity": 0.8671308159828186,
        "ui_similarity": 0.9668952525670852
      },
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.865797758102417,
        "action_similarity": 0.8746557831764221,
        "ui_similarity": 0.9794362909888543
      }
    ],
    "query": {
      "episode_id": "13c42e886e774299ac8233c3a0b9aa27",
      "goal": "Open Outlook. Create an event on December 1, 10 - 11 AM. The event is \"Project Review Meeting\". The location is \"Office\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9027457237243652,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8708932995796204,
    "avg_ui_similarity": 0.9731657717779698
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
          "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9015504717826843,
        "action_similarity": 0.9603025913238525,
        "ui_similarity": 0.9684829831230978
      },
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8783692717552185,
        "action_similarity": 0.9411739110946655,
        "ui_similarity": 0.9775966270768528
      }
    ],
    "query": {
      "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
      "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8899598717689514,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.950738251209259,
    "avg_ui_similarity": 0.9730398050999753
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8450689911842346,
        "action_similarity": 0.9377418160438538,
        "ui_similarity": 0.8496910808769302
      },
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8056854009628296,
        "action_similarity": 0.9313767552375793,
        "ui_similarity": 0.918335189307015
      }
    ],
    "query": {
      "episode_id": "5bd7e26d351d49e3ad66921bc24b6c7b",
      "goal": "Open Outlook. Create an event on October 20, 11 AM - 1 PM. The event is \"Client Meeting\". Location: \"Client’s office.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8253771960735321,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9345592856407166,
    "avg_ui_similarity": 0.8840131350919727
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "831a5508350240a39743d16e58ed374c",
          "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.724570095539093,
        "action_similarity": 0.7980053424835205,
        "ui_similarity": 0.7093212775432726
      },
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6926461458206177,
        "action_similarity": 0.7483682036399841,
        "ui_similarity": 0.75183525416464
      }
    ],
    "query": {
      "episode_id": "20221be92203447fb78816e1c22ab8fe",
      "goal": "Open Outlook. Create a new email draft with the subject \"Conference Details\" and add an attachment from OneDrive. Don\"t send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7086081206798553,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7731867730617523,
    "avg_ui_similarity": 0.7305782658539564
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "74b96d166f36499783d085c35fb030e5",
          "goal": "Open Outlook. Open the \"Drafts\" folder. Continue editing the last draft email, add \"testappium006@outlook.com\" in the Cc area and \"testappium007@outlook.com\" in the Bcc area. Then send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9458534717559814,
        "action_similarity": 0.9187977313995361,
        "ui_similarity": 0.8415807516880722
      },
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7613133192062378,
        "action_similarity": 0.7046823501586914,
        "ui_similarity": 0.861978531144579
      }
    ],
    "query": {
      "episode_id": "211975a231f14989a1ae0d782a195ad1",
      "goal": "Open Outlook. Open the Draft folder. Continue editing the first draft email, add \"cc_testappium001@outlook.com\" in the Cc area and \"bcc_testappium002@outlook.com\" in the Bcc area. Then send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8535833954811096,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8117400407791138,
    "avg_ui_similarity": 0.8517796414163257
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9405863285064697,
        "action_similarity": 0.8856182098388672,
        "ui_similarity": 0.928899434903842
      },
      {
        "episode": {
          "episode_id": "5dae750a26024514b50129725058e864",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"mark.martin@example.com\", subject as \"Weekly Summary\", and body as \"Please find the attached weekly summary.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129637241363525,
        "action_similarity": 0.7571684122085571,
        "ui_similarity": 0.8669835477630713
      }
    ],
    "query": {
      "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8767750263214111,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8213933110237122,
    "avg_ui_similarity": 0.8979414913334567
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8258094787597656,
        "action_similarity": 0.8279024362564087,
        "ui_similarity": 0.9394379253319275
      },
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129637241363525,
        "action_similarity": 0.7571684122085571,
        "ui_similarity": 0.8669835477630718
      }
    ],
    "query": {
      "episode_id": "5dae750a26024514b50129725058e864",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"mark.martin@example.com\", subject as \"Weekly Summary\", and body as \"Please find the attached weekly summary.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8193866014480591,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7925354242324829,
    "avg_ui_similarity": 0.9032107365474997
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4e60b2702fde4ebab461f20afcbd2e0e",
          "goal": "Open Outlook. Write an email to testappium001@outlook.com. The subject is \"Follow-up Meeting\". The main content is \"Dear Team, I hope this email finds you well. As discussed in our recent meeting, here are the follow-up points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.847366213798523,
        "action_similarity": 0.9164600372314453,
        "ui_similarity": 0.5077033789345057
      },
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.841953456401825,
        "action_similarity": 0.8959790468215942,
        "ui_similarity": 0.5737225816552891
      }
    ],
    "query": {
      "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
      "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.844659835100174,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9062195420265198,
    "avg_ui_similarity": 0.5407129802948973
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.779191792011261,
        "action_similarity": 0.8000878095626831,
        "ui_similarity": 0.9320305529474572
      },
      {
        "episode": {
          "episode_id": "9476a3f502124275a2066dcfdc093b65",
          "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7554478645324707,
        "action_similarity": 0.8895778656005859,
        "ui_similarity": 0.9540718991888313
      }
    ],
    "query": {
      "episode_id": "5e2c4798acac4f4cbd939f95364bbdb6",
      "goal": "Open Outlook. Set up automatic replies with the message \"Currently out of office\" for dates between May 15, 2024 and May 25, 2024.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7673198282718658,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8448328375816345,
    "avg_ui_similarity": 0.9430512260681443
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "5293c378a71f46eea6b9111e77638db4",
          "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6378914713859558,
        "action_similarity": 0.6233826279640198,
        "ui_similarity": 0.8780877693981618
      },
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6255097985267639,
        "action_similarity": 0.6210590600967407,
        "ui_similarity": 0.7404073133607005
      }
    ],
    "query": {
      "episode_id": "ace06275af0641b48f89e03e0f915380",
      "goal": "Open Outlook. Search emails with the subject \"Invoice\". Open the first email from the search result and download the attached file.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6317006349563599,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6222208440303802,
    "avg_ui_similarity": 0.8092475413794311
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9405863285064697,
        "action_similarity": 0.8856182098388672,
        "ui_similarity": 0.9288994349038422
      },
      {
        "episode": {
          "episode_id": "5dae750a26024514b50129725058e864",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"mark.martin@example.com\", subject as \"Weekly Summary\", and body as \"Please find the attached weekly summary.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8258094787597656,
        "action_similarity": 0.8279024362564087,
        "ui_similarity": 0.9394379253319274
      }
    ],
    "query": {
      "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8831979036331177,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8567603230476379,
    "avg_ui_similarity": 0.9341686801178848
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4426f250cbd7490493c255ff3f827f29",
          "goal": "Open Outlook. Delete all emails from \"Spam\". Then empty the Deleted Items mailbox.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8503655791282654,
        "action_similarity": 0.796940803527832,
        "ui_similarity": 0.4863612591023874
      },
      {
        "episode": {
          "episode_id": "0371cc7b8a0e4c819222e9205b050fab",
          "goal": "Open Outlook. Find the email from \"Amazon\" in the \"Inbox\". If it exists, move it to the \"Online Purchases\" folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6775120496749878,
        "action_similarity": 0.8191359043121338,
        "ui_similarity": 0.6106644289243375
      }
    ],
    "query": {
      "episode_id": "bc113caac6ff42008ff478c77dab719a",
      "goal": "Open Outlook. Archive the first email from \"Amazon\". Then empty the Spam mailbox.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7639388144016266,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8080383539199829,
    "avg_ui_similarity": 0.5485128440133624
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8231827616691589,
        "action_similarity": 0.8248051404953003,
        "ui_similarity": 0.8025273180907635
      },
      {
        "episode": {
          "episode_id": "c5dbdb524ff3453485a26d80d0929855",
          "goal": "Open Outlook. Move the fifth email in the \"Inbox\" to the \"Archive\" folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7729377746582031,
        "action_similarity": 0.8261343836784363,
        "ui_similarity": 0.7407673780985234
      }
    ],
    "query": {
      "episode_id": "c31be00fea7e484792fb59ab6b8a2193",
      "goal": "Open Outlook. Mark as unread the third email in the Focused box then move it to Archive.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.798060268163681,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8254697620868683,
    "avg_ui_similarity": 0.7716473480946435
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
          "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8102931976318359,
        "action_similarity": 0.9038934707641602,
        "ui_similarity": 0.9206866598409272
      },
      {
        "episode": {
          "episode_id": "e525f05d6cb94656bfaa0adac784ce86",
          "goal": "Open Outlook. Create a draft email to \"jane.doe@example.com\" with subject \"Meeting Discussion\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7229668498039246,
        "action_similarity": 0.9125741720199585,
        "ui_similarity": 0.721596915417694
      }
    ],
    "query": {
      "episode_id": "437e6ad971564926a43d2a1032afac71",
      "goal": "Open Outlook. Create a draft email to \"lisa.green@example.com\" with subject \"Project Proposal\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7666300237178802,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9082338213920593,
    "avg_ui_similarity": 0.8211417876293106
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "13c42e886e774299ac8233c3a0b9aa27",
          "goal": "Open Outlook. Create an event on December 1, 10 - 11 AM. The event is \"Project Review Meeting\". The location is \"Office\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9396936893463135,
        "action_similarity": 0.8671308159828186,
        "ui_similarity": 0.9668952525670852
      },
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9015504717826843,
        "action_similarity": 0.9603025913238525,
        "ui_similarity": 0.9684829831230973
      }
    ],
    "query": {
      "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
      "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9206220805644989,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9137167036533356,
    "avg_ui_similarity": 0.9676891178450913
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8682519197463989,
        "action_similarity": 0.9413105249404907,
        "ui_similarity": 0.8164170960067897
      },
      {
        "episode": {
          "episode_id": "631a089692b0437f8b1b34e30a298bd9",
          "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8285405039787292,
        "action_similarity": 0.8520864248275757,
        "ui_similarity": 0.9451130971319637
      }
    ],
    "query": {
      "episode_id": "7918c043ed594e9ab0e9590b2698c536",
      "goal": "Open Outlook. Compose an email to \"testappium003@outlook.com\". The subject is \"Test Feedback\". The main content is \"Thanks for your feedback regarding the test process.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8483962118625641,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8966984748840332,
    "avg_ui_similarity": 0.8807650965693767
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.909261167049408,
        "action_similarity": 0.8677725791931152,
        "ui_similarity": 0.6948048766690124
      },
      {
        "episode": {
          "episode_id": "7918c043ed594e9ab0e9590b2698c536",
          "goal": "Open Outlook. Compose an email to \"testappium003@outlook.com\". The subject is \"Test Feedback\". The main content is \"Thanks for your feedback regarding the test process.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8285405039787292,
        "action_similarity": 0.8520864248275757,
        "ui_similarity": 0.9451130971319635
      }
    ],
    "query": {
      "episode_id": "631a089692b0437f8b1b34e30a298bd9",
      "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8689008355140686,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8599295020103455,
    "avg_ui_similarity": 0.819958986900488
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8783692717552185,
        "action_similarity": 0.9411739110946655,
        "ui_similarity": 0.9775966270768531
      },
      {
        "episode": {
          "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
          "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8608832955360413,
        "action_similarity": 0.9539066553115845,
        "ui_similarity": 0.9439350236191619
      }
    ],
    "query": {
      "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
      "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8696262836456299,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.947540283203125,
    "avg_ui_similarity": 0.9607658253480076
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9607335329055786,
        "action_similarity": 0.7097408771514893,
        "ui_similarity": 0.8350914824089215
      },
      {
        "episode": {
          "episode_id": "cb5e094c5e774afc951542b4a21487a4",
          "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8033150434494019,
        "action_similarity": 0.7006970643997192,
        "ui_similarity": 0.9463026269513412
      }
    ],
    "query": {
      "episode_id": "18cc1260547e4377888d19dfe0c017da",
      "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8820242881774902,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7052189707756042,
    "avg_ui_similarity": 0.8906970546801314
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "3f74f0a6bd5c4a33b5a63a88871533cc",
          "goal": "Open Outlook. Create a new email folder named \"Project Beta\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8846047520637512,
        "action_similarity": 0.8542375564575195,
        "ui_similarity": 0.6149250513249542
      },
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7183612585067749,
        "action_similarity": 0.637749195098877,
        "ui_similarity": 0.5320942774263072
      }
    ],
    "query": {
      "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
      "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8014830052852631,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7459933757781982,
    "avg_ui_similarity": 0.5735096643756308
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8283097147941589,
        "action_similarity": 0.8844661116600037,
        "ui_similarity": 0.8259773369109681
      },
      {
        "episode": {
          "episode_id": "5bd7e26d351d49e3ad66921bc24b6c7b",
          "goal": "Open Outlook. Create an event on October 20, 11 AM - 1 PM. The event is \"Client Meeting\". Location: \"Client’s office.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8024917840957642,
        "action_similarity": 0.854494571685791,
        "ui_similarity": 0.7729042827709529
      }
    ],
    "query": {
      "episode_id": "a11e67d7aabb4f7293dcd9f7a41cdb12",
      "goal": "Open Outlook. Create an event on August 1, 12 - 2 PM. The event is \"Lunch Meeting\". The location is \"Cafe Downtown\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8154007494449615,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8694803416728973,
    "avg_ui_similarity": 0.7994408098409604
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "83f38aa505264b0a9b4592fb0f977094",
          "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.908518373966217,
        "action_similarity": 0.92044997215271,
        "ui_similarity": 0.6912460016378155
      },
      {
        "episode": {
          "episode_id": "b40662f960dd41838a9a95e2a8705007",
          "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8984091281890869,
        "action_similarity": 0.8734437823295593,
        "ui_similarity": 0.9596222673969195
      }
    ],
    "query": {
      "episode_id": "1c70f00e4d7743a39f2721130de49d83",
      "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.903463751077652,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8969468772411346,
    "avg_ui_similarity": 0.8254341345173675
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
          "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7038589715957642,
        "action_similarity": 0.7545439600944519,
        "ui_similarity": 0.5940243220063633
      },
      {
        "episode": {
          "episode_id": "3f74f0a6bd5c4a33b5a63a88871533cc",
          "goal": "Open Outlook. Create a new email folder named \"Project Beta\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6739373803138733,
        "action_similarity": 0.7929117679595947,
        "ui_similarity": 0.8987608866154984
      }
    ],
    "query": {
      "episode_id": "91490aa3a8f84b14aa0bc22b804e552e",
      "goal": "Open Outlook. Create a new email folder named \"Client Conversations\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6888981759548187,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7737278640270233,
    "avg_ui_similarity": 0.7463926043109308
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129737377166748,
        "action_similarity": 0.813751757144928,
        "ui_similarity": 0.7494071852323969
      },
      {
        "episode": {
          "episode_id": "18cc1260547e4377888d19dfe0c017da",
          "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8033150434494019,
        "action_similarity": 0.7006970643997192,
        "ui_similarity": 0.9463026269513414
      }
    ],
    "query": {
      "episode_id": "cb5e094c5e774afc951542b4a21487a4",
      "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8081443905830383,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7572244107723236,
    "avg_ui_similarity": 0.8478549060918692
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7573075890541077,
        "action_similarity": 0.7195526361465454,
        "ui_similarity": 0.7900204085416794
      },
      {
        "episode": {
          "episode_id": "83f38aa505264b0a9b4592fb0f977094",
          "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7368991374969482,
        "action_similarity": 0.7676820158958435,
        "ui_similarity": 0.9078244667042444
      }
    ],
    "query": {
      "episode_id": "286b6c9dc7884eeeb2af43b27024fff0",
      "goal": "Open Outlook. Schedule an email to be sent later at 8:00 PM to \"testassistant001@outlook.com\". The subject should be \"Project Update\" and the content should be \"This is an update on our current project status.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.747103363275528,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7436173260211945,
    "avg_ui_similarity": 0.8489224376229619
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9476a3f502124275a2066dcfdc093b65",
          "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.946151614189148,
        "action_similarity": 0.7863625288009644,
        "ui_similarity": 0.8729480886782043
      },
      {
        "episode": {
          "episode_id": "5e2c4798acac4f4cbd939f95364bbdb6",
          "goal": "Open Outlook. Set up automatic replies with the message \"Currently out of office\" for dates between May 15, 2024 and May 25, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.779191792011261,
        "action_similarity": 0.8000878095626831,
        "ui_similarity": 0.9320305529474572
      }
    ],
    "query": {
      "episode_id": "e105b40fb00c494681c7c52daef20f32",
      "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8626717031002045,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7932251691818237,
    "avg_ui_similarity": 0.9024893208128307
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7708706855773926,
        "action_similarity": 0.7950988411903381,
        "ui_similarity": 0.7875290204297053
      },
      {
        "episode": {
          "episode_id": "b40662f960dd41838a9a95e2a8705007",
          "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7193396687507629,
        "action_similarity": 0.8555270433425903,
        "ui_similarity": 0.8072940813103565
      }
    ],
    "query": {
      "episode_id": "5927fd20957e4d8886ce2acd34dade2b",
      "goal": "Open Outlook. Schedule an email to be sent at 9:00 AM to jane.martin@example.com. The subject should be \"Thursday Sync\" and the content should be \"This is to remind you of our meeting scheduled for 10:00 AM.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7451051771640778,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8253129422664642,
    "avg_ui_similarity": 0.7974115508700309
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c5dbdb524ff3453485a26d80d0929855",
          "goal": "Open Outlook. Move the fifth email in the \"Inbox\" to the \"Archive\" folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8300408720970154,
        "action_similarity": 0.9856577515602112,
        "ui_similarity": 0.9770429797671216
      },
      {
        "episode": {
          "episode_id": "c31be00fea7e484792fb59ab6b8a2193",
          "goal": "Open Outlook. Mark as unread the third email in the Focused box then move it to Archive.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8231828212738037,
        "action_similarity": 0.8248051404953003,
        "ui_similarity": 0.8025273180907638
      }
    ],
    "query": {
      "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
      "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8266118466854095,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9052314460277557,
    "avg_ui_similarity": 0.8897851489289428
  },
  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "7adfedba188c45b6a6fd4d718234f7ae",
          "goal": "Open TodayTix. Choose \"New York\" as the city. Pick the first show on the list. What is the show duration?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9001347422599792,
        "action_similarity": 0.6713557839393616,
        "ui_similarity": 0.9663260090319109
      },
      {
        "episode": {
          "episode_id": "1f4d4daacb6448fabe1db8faf0b9c7fc",
          "goal": "Open TodayTix. In \"Chicago\", choose the first show on the \"Home\" tab. What is the show duration?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8447293639183044,
        "action_similarity": 0.7035748958587646,
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    "query": {
      "episode_id": "3501cb234d414db8a41903101995b1c2",
      "goal": "Open TodayTix. Change city to \"Houston\". Select the first show on the list. What is the duration of the show?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8724320530891418,
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    "split": "train",
    "avg_action_similarity": 0.6874653398990631,
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  {
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"New York\". List the top five shows in the first recommendation list.",
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          "split": "train"
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        "episode": {
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        "similarity": 0.7539829015731812,
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"Boston\". List the top three shows in the first recommendation list.",
      "detected_app": "todaytix",
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          "split": "train"
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        "similarity": 0.9657503366470337,
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          "goal": "Open TodayTix. Change the city to \"London\". Select the third show on the list. What\"s the latest available timing?",
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          "split": "train"
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      "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
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      "domain": "Entertainment",
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    "split": "train",
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        "episode": {
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          "goal": "Open TodayTix. Search \"Romeo + Juliet\". Check infomation about the show.",
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        "similarity": 0.654422402381897,
        "action_similarity": 0.8386433720588684,
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      "goal": "Open TodayTix. Search \"Juliet\". Specify the date as July 25th. Select 3 tickets. Proceed to check for ticket availability.",
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    "split": "train",
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          "domain": "Entertainment",
          "split": "train"
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      {
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7822350859642029,
        "action_similarity": 0.8714741468429565,
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      "goal": "Open TodayTix. Change the city to \"New York\". List the top five shows in the first recommendation list.",
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      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.8454249799251556,
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    "split": "train",
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  {
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          "goal": "Open TodayTix. Switch the city to \"Chicago\". Which is the first show on the home tab and are there any age restrictions?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.9352514743804932,
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.854613721370697,
        "action_similarity": 0.8323639035224915,
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      "goal": "Open TodayTix. Change the city to \"Chicago\". Select the first show on the home tab. What is the age restriction?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.8949325978755951,
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    "split": "train",
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    "avg_ui_similarity": 0.9548986147597651
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  {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the third show available. What is the seat selection options available on May 20th?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7370060086250305,
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      {
        "episode": {
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          "goal": "Open TodayTix. Search \"Hamilton\". Specify the date as July 15th. Select 2 tickets. Proceed to check ticket availability.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7328473925590515,
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    "query": {
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      "goal": "Open TodayTix. Search for \"Hamilton\". What are the seat selection options available for the show on May 8th?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.734926700592041,
    "target_shot": 2,
    "split": "train",
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  {
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          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8270789384841919,
        "action_similarity": 0.7238077521324158,
        "ui_similarity": 0.885710643384415
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"Boston\". Select the second show. Is there any age restriction?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8805727660655975,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7523920834064484,
    "avg_ui_similarity": 0.8571990078008488
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  {
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.9657503366470337,
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Sydney\". Select the third show on the list. What is the show runtime?",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7897462844848633,
        "action_similarity": 0.6700268387794495,
        "ui_similarity": 0.9608818128636296
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    "query": {
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      "goal": "Open TodayTix. Change city to \"Sydney\". Choose the first show. What\"s the earliest available timing?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.8777483105659485,
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    "split": "train",
    "avg_action_similarity": 0.7412869930267334,
    "avg_ui_similarity": 0.9607573559195706
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  {
    "app": "todaytix",
    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $49. What is the date for the second show on the list?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8841054439544678,
        "action_similarity": 0.8295724391937256,
        "ui_similarity": 0.8889819106053377
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      {
        "episode": {
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          "goal": "Open TodayTix. Search \"Mother\". Filter the shows under $99. What is the date and time for the third show on the list?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7466377019882202,
        "action_similarity": 0.6893892288208008,
        "ui_similarity": 0.8360251118568706
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    ],
    "query": {
      "episode_id": "b224cf93a5c54dabae8e6eb0abd03f50",
      "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $100. What is the show name and time of the first result?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.815371572971344,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7594808340072632,
    "avg_ui_similarity": 0.8625035112311041
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  {
    "app": "todaytix",
    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check the location.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9382072687149048,
        "action_similarity": 0.8933017253875732,
        "ui_similarity": 0.9792969438410628
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check restrictions, if any.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8445185422897339,
        "action_similarity": 0.7092633247375488,
        "ui_similarity": 0.8532696427716658
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    "query": {
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      "goal": "Open TodayTix. Select \"Los Angeles\" as the city. Select the first show on the \"home\" tab. Check the location of the show.",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8913629055023193,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.801282525062561,
    "avg_ui_similarity": 0.9162832933063643
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  {
    "app": "todaytix",
    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\", select the first show available. Check restrictions, if any.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6970186829566956,
        "action_similarity": 0.6226344704627991,
        "ui_similarity": 0.8657085852704464
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6956071853637695,
        "action_similarity": 0.7454816102981567,
        "ui_similarity": 0.9086561248717214
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    ],
    "query": {
      "episode_id": "b769e5292c194f83ad3aed310d924d5a",
      "goal": "Open TodayTix. Change the city to \"Brisbane\". Select the first show on the list. Check the age restrictions, if any.",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6963129341602325,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6840580403804779,
    "avg_ui_similarity": 0.8871823550710839
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "ccbbde280c7f4b67ae82b77c20994386",
          "goal": "Open TodayTix. Search \"The Lion King\". Specify the date as September 26th. Want 3 tickets. Proceed to check ticket prices range.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6416573524475098,
        "action_similarity": 0.699074387550354,
        "ui_similarity": 0.7942994397534338
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      {
        "episode": {
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          "goal": "Open TodayTix. Search \"Lion King\" in New York. Specify the date as May 7th. Want 3 tickets. Proceed to check ticket prices range.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6343894004821777,
        "action_similarity": 0.6335456967353821,
        "ui_similarity": 0.8261854510116413
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    ],
    "query": {
      "episode_id": "44de70c6d7664d2887a57c50ae0d26b2",
      "goal": "Open TodayTix. Search \"Phantom of the Opera\". Specify the date as August 7th. Want 2 tickets. Proceed to check ticket prices range.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6380233764648438,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.666310042142868,
    "avg_ui_similarity": 0.8102424453825375
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "5a4aebe125014b01936eb26293df178f",
          "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8320292234420776,
        "action_similarity": 0.7959437370300293,
        "ui_similarity": 0.8928703271429413
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      {
        "episode": {
          "episode_id": "f90e3cd2319144f1a6205edb4937f1a0",
          "goal": "Open TodayTix. Change city to \"Sydney\". Choose the first show. What\"s the earliest available timing?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7832527756690979,
        "action_similarity": 0.6784268617630005,
        "ui_similarity": 0.8795063011707095
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    ],
    "query": {
      "episode_id": "14eeb4cbf4674199bbb878225d0773f4",
      "goal": "Open TodayTix. Change the city to \"London\". Select the third show on the list. What\"s the latest available timing?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8076409995555878,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7371852993965149,
    "avg_ui_similarity": 0.8861883141568254
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "005dd86143954c44b7aaefaca890ad9d",
          "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8521697521209717,
        "action_similarity": 0.8517228960990906,
        "ui_similarity": 0.8879616631196361
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      {
        "episode": {
          "episode_id": "bff107ad47d34a378b006c85f7857f6a",
          "goal": "Open TodayTix. Change the city to \"Chicago\". Select the first show on the home tab. What is the age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.803519606590271,
        "action_similarity": 0.7356210947036743,
        "ui_similarity": 0.8814403574198889
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      "goal": "Open TodayTix. Change the city to \"New York\". Search for \"Back to the Future\". What is the age restriction for this show?",
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          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
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      "goal": "Open TodayTix. Change the city to \"London\". Select the first show in the recommendations. What is the venue?",
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      "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check restrictions, if any.",
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      "goal": "Open TodayTix. Search \"The Lion King\". tell the duration of the show and the location of the show. Set the date to May 4. Set the ticket number to 3 at 8:00PM and proceed. What is the highest price and what is the lowest price.",
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      "goal": "Open TodayTix. Search \"Titanique\". Are there any lottery options available for this show?",
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      "goal": "Open TodayTix. Search for \"Lion King\". What days are tickets available for purchase?",
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      "goal": "Open TodayTix. Change the city to \"Chicago\". What is the date and run time for the top-recommanded?",
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      "goal": "Open TodayTix. Search \"Mother\". Filter the shows under $99. What is the date and time for the third show on the list?",
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"Sydney\". Select the third show on the list. What is the show runtime?",
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      "goal": "Open TodayTix. Check lottery shows and select the first one. How much is the lottery ticket?",
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          "split": "train"
        },
        "similarity": 0.7038813233375549,
        "action_similarity": 0.6923542618751526,
        "ui_similarity": 0.824195827059068
      }
    ],
    "query": {
      "episode_id": "2155122872f445f8b0096f9153b89c1e",
      "goal": "Open TodayTix. Browse \"Broadway\" in category. Select the first recommendation. Read more about the show.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7043262124061584,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7402269244194031,
    "avg_ui_similarity": 0.8757043835975257
  },
  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "b224cf93a5c54dabae8e6eb0abd03f50",
          "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $100. What is the show name and time of the first result?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8841053247451782,
        "action_similarity": 0.8295724391937256,
        "ui_similarity": 0.8889819106053378
      },
      {
        "episode": {
          "episode_id": "c80e7bcbf9eb46eab52d60d2f0eceec6",
          "goal": "Open TodayTix. Search \"Mother\". Filter the shows under $99. What is the date and time for the third show on the list?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7397499084472656,
        "action_similarity": 0.7346957921981812,
        "ui_similarity": 0.8710411515707408
      }
    ],
    "query": {
      "episode_id": "4d6473b0bdb344ee89a1a57dd2e626f4",
      "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $49. What is the date for the second show on the list?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8119276165962219,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7821341156959534,
    "avg_ui_similarity": 0.8800115310880393
  },
  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "31e2e3fdf08d4beaa0f478203569fe22",
          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9517051577568054,
        "action_similarity": 0.6952512860298157,
        "ui_similarity": 0.9179839295029868
      },
      {
        "episode": {
          "episode_id": "ee26c9747c7f4831bfe5ed2ae557cd84",
          "goal": "Open TodayTix. Change the city to \"London\". Select the first show in the recommendations. What is the venue?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7684427499771118,
        "action_similarity": 0.65583336353302,
        "ui_similarity": 0.8684066508184745
      }
    ],
    "query": {
      "episode_id": "374299b7264a468f9bbac64f6408f6b4",
      "goal": "Open TodayTix. Change the city to \"London\". Select the third show available. What is the seat selection options available on May 20th?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8600739538669586,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6755423247814178,
    "avg_ui_similarity": 0.8931952901607306
  },
  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "1f4d4daacb6448fabe1db8faf0b9c7fc",
          "goal": "Open TodayTix. In \"Chicago\", choose the first show on the \"Home\" tab. What is the show duration?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8394269943237305,
        "action_similarity": 0.7453902959823608,
        "ui_similarity": 0.8703907467430192
      },
      {
        "episode": {
          "episode_id": "7adfedba188c45b6a6fd4d718234f7ae",
          "goal": "Open TodayTix. Choose \"New York\" as the city. Pick the first show on the list. What is the show duration?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7393847703933716,
        "action_similarity": 0.6708693504333496,
        "ui_similarity": 0.8687712927027976
      }
    ],
    "query": {
      "episode_id": "e3eea087e1c945dd96cffc949121aa61",
      "goal": "Open TodayTix. Search \"Chicago\". Look up the show\"s duration.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.789405882358551,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7081298232078552,
    "avg_ui_similarity": 0.8695810197229084
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "239b2383987e454d8deb6f41a643ad4e",
          "goal": "Open AquaMail. Open the application settings. Shift the theme of the app to \"Light Mode\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9875418543815613,
        "action_similarity": 0.9597485065460205,
        "ui_similarity": 0.9813627303186756
      },
      {
        "episode": {
          "episode_id": "321e18f398fe4cc7b45e8285cce2bb06",
          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9426877498626709,
        "action_similarity": 0.9465978145599365,
        "ui_similarity": 0.9214914154130146
      }
    ],
    "query": {
      "episode_id": "51d11087edf34786a4ef3e5c07a8a117",
      "goal": "Open AquaMail. Change the theme of the app to \"Light Mode\" in the settings.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9651148021221161,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9531731605529785,
    "avg_ui_similarity": 0.9514270728658452
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c31bcafc2faf42d592e6a49932ed19de",
          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8159494400024414,
        "action_similarity": 0.8278919458389282,
        "ui_similarity": 0.6521585920088582
      },
      {
        "episode": {
          "episode_id": "8f01bca3fddf4d92b8779cc9bd6b4f06",
          "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7997358441352844,
        "action_similarity": 0.8211689591407776,
        "ui_similarity": 0.8534959797446079
      }
    ],
    "query": {
      "episode_id": "1cd3d309397a48b9bf191b8b90435246",
      "goal": "Open AquaMail. Delete the email from 'noreply@eventbrite.com' located in the inbox folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8078426420688629,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8245304524898529,
    "avg_ui_similarity": 0.7528272858767331
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c31bcafc2faf42d592e6a49932ed19de",
          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8919610977172852,
        "action_similarity": 0.7881543040275574,
        "ui_similarity": 0.8906756190257972
      },
      {
        "episode": {
          "episode_id": "bbfecb5913f24c60b99f56ccf3f2f055",
          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8690508604049683,
        "action_similarity": 0.8295626640319824,
        "ui_similarity": 0.2718155678345665
      }
    ],
    "query": {
      "episode_id": "8f01bca3fddf4d92b8779cc9bd6b4f06",
      "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8805059790611267,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8088584840297699,
    "avg_ui_similarity": 0.5812455934301819
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8398623466491699,
        "action_similarity": 0.8544932007789612,
        "ui_similarity": 0.7486829198349044
      },
      {
        "episode": {
          "episode_id": "25762dfd2d1b4fd9b53607e2ed27695c",
          "goal": "Open AquaMail. Navigate to your \"Drafts\" folder and discard the latest draft email.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8386844396591187,
        "action_similarity": 0.8186520338058472,
        "ui_similarity": 0.741544230753288
      }
    ],
    "query": {
      "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
      "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8392733931541443,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8365726172924042,
    "avg_ui_similarity": 0.7451135752940963
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.869866132736206,
        "action_similarity": 0.9409177303314209,
        "ui_similarity": 0.9559158167689067
      },
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7732598185539246,
        "action_similarity": 0.7371343374252319,
        "ui_similarity": 0.8917228405642409
      }
    ],
    "query": {
      "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
      "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8215629756450653,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8390260338783264,
    "avg_ui_similarity": 0.9238193286665738
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7973459362983704,
        "action_similarity": 0.7312462329864502,
        "ui_similarity": 0.7291002731216334
      },
      {
        "episode": {
          "episode_id": "47b4dfbfc9eb49d7bbaf65a62ac0cf2e",
          "goal": "Open AquaMail. Select all emails from 'mail.aliexpress.com', then move them into Spam mailbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7743218541145325,
        "action_similarity": 0.7915704846382141,
        "ui_similarity": 0.9111257174199267
      }
    ],
    "query": {
      "episode_id": "3dae0c27e9d04867b4f09cc4ecccc352",
      "goal": "Open AquaMail. Check the email in the 'Spam' folder. If there is any email from 'Bank of America', move it to the 'Inbox' folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7858338952064514,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7614083588123322,
    "avg_ui_similarity": 0.82011299527078
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.869866132736206,
        "action_similarity": 0.9409177303314209,
        "ui_similarity": 0.9559158167689077
      },
      {
        "episode": {
          "episode_id": "3edbdb843e3e47bc95eb0dca69a5740d",
          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8040390014648438,
        "action_similarity": 0.9034561514854431,
        "ui_similarity": 0.9938275249964847
      }
    ],
    "query": {
      "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
      "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8369525671005249,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.922186940908432,
    "avg_ui_similarity": 0.9748716708826962
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "abc72d7868d94e3a88b0ded69b28af5e",
          "goal": "Open AquaMail. Download and save the attachment file of the first email in the inbox on your device.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7910524010658264,
        "action_similarity": 0.9204449653625488,
        "ui_similarity": 0.8028976812426688
      },
      {
        "episode": {
          "episode_id": "bffe6ce307124ee79201aa9c32dc1cf3",
          "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7448649406433105,
        "action_similarity": 0.5530689358711243,
        "ui_similarity": 0.29440756202940993
      }
    ],
    "query": {
      "episode_id": "c0064a8318ec496194c971134e124e77",
      "goal": "Open AquaMail. Download and save all attachments from the email with subject \"Project Files\" in the inbox on your device.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7679586708545685,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7367569506168365,
    "avg_ui_similarity": 0.5486526216360393
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "51d11087edf34786a4ef3e5c07a8a117",
          "goal": "Open AquaMail. Change the theme of the app to \"Light Mode\" in the settings.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9875418543815613,
        "action_similarity": 0.9597485065460205,
        "ui_similarity": 0.9813627303186763
      },
      {
        "episode": {
          "episode_id": "321e18f398fe4cc7b45e8285cce2bb06",
          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9314769506454468,
        "action_similarity": 0.9928982257843018,
        "ui_similarity": 0.8942336577994968
      }
    ],
    "query": {
      "episode_id": "239b2383987e454d8deb6f41a643ad4e",
      "goal": "Open AquaMail. Open the application settings. Shift the theme of the app to \"Light Mode\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.959509402513504,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9763233661651611,
    "avg_ui_similarity": 0.9377981940590865
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "3b1c451c27b4470fb31cd7f9427bd245",
          "goal": "Open AquaMail. Reply to the latest email with 'See you at 5 PM tomorrow'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6740279793739319,
        "action_similarity": 0.6391093134880066,
        "ui_similarity": 0.9572594248666251
      },
      {
        "episode": {
          "episode_id": "bca3c13859df4184ad6e28d5a31f3a09",
          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6570200324058533,
        "action_similarity": 0.6031886339187622,
        "ui_similarity": 0.9098369821403374
      }
    ],
    "query": {
      "episode_id": "bbe4aa895cfd45a88548b777b7334d5e",
      "goal": "Open AquaMail. Compose a new email to 'info@farfetch.com' with the subject 'Order Inquiry' and body 'I would like to know about my order status.' You can attach a screenshot from your gallery.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6655240058898926,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6211489737033844,
    "avg_ui_similarity": 0.9335482035034812
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8778684139251709,
        "action_similarity": 0.9164484143257141,
        "ui_similarity": 0.6828285382403996
      },
      {
        "episode": {
          "episode_id": "f1e67c8403c845d2a029331a5671e15c",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8693705797195435,
        "action_similarity": 0.9103637933731079,
        "ui_similarity": 0.8776579452586316
      }
    ],
    "query": {
      "episode_id": "d697af43c2ad451d8db1589b11d4f9ff",
      "goal": "Open AquaMail. From the Spam mailbox, move any email containing \"Comfortable\" in the subject back to the Inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8736194968223572,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.913406103849411,
    "avg_ui_similarity": 0.7802432417495155
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c0064a8318ec496194c971134e124e77",
          "goal": "Open AquaMail. Download and save all attachments from the email with subject \"Project Files\" in the inbox on your device.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.791052520275116,
        "action_similarity": 0.9204449653625488,
        "ui_similarity": 0.8028976812426688
      },
      {
        "episode": {
          "episode_id": "f84dc032e88244e19ea517614bf92dfa",
          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7701739072799683,
        "action_similarity": 0.6212114691734314,
        "ui_similarity": 0.9099202082306045
      }
    ],
    "query": {
      "episode_id": "abc72d7868d94e3a88b0ded69b28af5e",
      "goal": "Open AquaMail. Download and save the attachment file of the first email in the inbox on your device.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7806132137775421,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7708282172679901,
    "avg_ui_similarity": 0.8564089447366366
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
          "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8137384653091431,
        "action_similarity": 0.7997493743896484,
        "ui_similarity": 0.5156021754504333
      },
      {
        "episode": {
          "episode_id": "e77e13bf162246cead8368e06ba60064",
          "goal": "Open AquaMail. Use \"Invoice Due\" as a keyword to search your emails, and order the results from newest to oldest.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7475740909576416,
        "action_similarity": 0.7882882356643677,
        "ui_similarity": 0.514169211834885
      }
    ],
    "query": {
      "episode_id": "517a863a9ee24872893523aa6f6b497f",
      "goal": "Open AquaMail. Search emails from sender \"MyBank’. List all emails from the past 30 days.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7806562781333923,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7940188050270081,
    "avg_ui_similarity": 0.5148856936426591
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "7c7bc100c79f46e0b8539ccba8a6fdb1",
          "goal": "Open AquaMail. Enable the Text to speech feature for incoming emails",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9452273845672607,
        "action_similarity": 0.9637300968170166,
        "ui_similarity": 0.8718770460622854
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      {
        "episode": {
          "episode_id": "51bed100a253434faefed6bf221e87d3",
          "goal": "Open AquaMail. Use the app settings to activate the text-to-speech widget for new incoming emails.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9432675838470459,
        "action_similarity": 0.9536434412002563,
        "ui_similarity": 0.8313846666231595
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    ],
    "query": {
      "episode_id": "c2d59dbabef04b4ca53f5a9752bd80d0",
      "goal": "Open AquaMail. Activate text-to-speech feature for new incoming emails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9442474842071533,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9586867690086365,
    "avg_ui_similarity": 0.8516308563427224
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "a4d34e4bd31f4fe8888dce5b91ba4877",
          "goal": "Open AquaMail. Compose a new email to \"jessica@example.com\" with the subject \"Project Update\" using bold and Calibri formatting.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7415403127670288,
        "action_similarity": 0.9181700348854065,
        "ui_similarity": 0.9510332211956003
      },
      {
        "episode": {
          "episode_id": "098d1006781e47e5b3d46466a5426444",
          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6371986269950867,
        "action_similarity": 0.8291927576065063,
        "ui_similarity": 0.8651923732691778
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    ],
    "query": {
      "episode_id": "9f407c4f51b540d29c4be067fcb9f165",
      "goal": "Open AquaMail. In the rich text editor, compose a new email with the following content in bold and calibri font: \"Urgent: Project Deadline has been preponed to next Monday.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6893694698810577,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8736813962459564,
    "avg_ui_similarity": 0.908112797232389
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "a811f7521eb641b19d479f594fd5448b",
          "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7390618920326233,
        "action_similarity": 0.7182825207710266,
        "ui_similarity": 0.7756235270000784
      },
      {
        "episode": {
          "episode_id": "cbc5f273050741fd88506ccfbd77024c",
          "goal": "Open AquaMail. Reply to the latest email from ‘crew@email.novelshipI.com’. The content of the reply should be ‘I am currently working on this and will provide it by EOD’.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7145628929138184,
        "action_similarity": 0.9517888426780701,
        "ui_similarity": 0.3342581308198079
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    ],
    "query": {
      "episode_id": "f5b78b2e88594b3a80de7667a9e2cdad",
      "goal": "Open AquaMail. Reply to the first email from Quora with content 'Noted and Understood.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7268123924732208,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8350356817245483,
    "avg_ui_similarity": 0.5549408289099431
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9542900323867798,
        "action_similarity": 0.9858912229537964,
        "ui_similarity": 0.8274539021273396
      },
      {
        "episode": {
          "episode_id": "97d69c258a0443b3b8aaf2fe37419e69",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9259686470031738,
        "action_similarity": 0.9759973883628845,
        "ui_similarity": 0.9770804755309896
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    ],
    "query": {
      "episode_id": "f1e67c8403c845d2a029331a5671e15c",
      "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9401293396949768,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9809443056583405,
    "avg_ui_similarity": 0.9022671888291647
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7355917096138,
        "action_similarity": 0.7410271167755127,
        "ui_similarity": 0.7550613914607556
      },
      {
        "episode": {
          "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
          "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7072576880455017,
        "action_similarity": 0.6357406377792358,
        "ui_similarity": 0.3681265043795577
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    ],
    "query": {
      "episode_id": "bcf8d5066f3544349fa69f1cb855fe0c",
      "goal": "Open AquaMail. Using the rich text editor, draft an email with a bullet list and an embedded image. Save it as draft.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7214246988296509,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6883838772773743,
    "avg_ui_similarity": 0.5615939479201566
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "d697af43c2ad451d8db1589b11d4f9ff",
          "goal": "Open AquaMail. From the Spam mailbox, move any email containing \"Comfortable\" in the subject back to the Inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8190022706985474,
        "action_similarity": 0.8966574668884277,
        "ui_similarity": 0.8541599577624515
      },
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8082952499389648,
        "action_similarity": 0.8100231885910034,
        "ui_similarity": 0.9045437459336207
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    ],
    "query": {
      "episode_id": "ab93a064f49447a6a6e8bbeebd2af193",
      "goal": "Open AquaMail. From the Spam mailbox, move all emails containing 'Wish' in subject back to the Inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8136487603187561,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8533403277397156,
    "avg_ui_similarity": 0.8793518518480361
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c31bcafc2faf42d592e6a49932ed19de",
          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6847490072250366,
        "action_similarity": 0.6372343301773071,
        "ui_similarity": 0.7838601143638103
      },
      {
        "episode": {
          "episode_id": "8f01bca3fddf4d92b8779cc9bd6b4f06",
          "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6705508232116699,
        "action_similarity": 0.5545528531074524,
        "ui_similarity": 0.9245454902602837
      }
    ],
    "query": {
      "episode_id": "6153984d0f914a6983190dec378ced7a",
      "goal": "Open AquaMail. Go to 'Settings'. Disable the push notification feature for new mails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6776499152183533,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5958935916423798,
    "avg_ui_similarity": 0.8542028023120469
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7646097540855408,
        "action_similarity": 0.9371688961982727,
        "ui_similarity": 0.9334704441605376
      },
      {
        "episode": {
          "episode_id": "fb1043ae8bcb42f99d4a1ca97f89613e",
          "goal": "Open AquaMail. Send a test email to yourself, with subject 'Test' and body 'This is a test email'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7602565288543701,
        "action_similarity": 0.9393535852432251,
        "ui_similarity": 0.972579354827717
      }
    ],
    "query": {
      "episode_id": "9f41051519d946b5aa97b9d8dfbde4d2",
      "goal": "Open AquaMail. Compose and send an email to testautomation003@gmail.com with the subject 'Follow-up' and body content 'Hi, it was nice to meet you. Looking forward to our next meeting.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7624331414699554,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9382612407207489,
    "avg_ui_similarity": 0.9530248994941273
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "14eb85531f214e648b0ceeb86d904d44",
          "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7723338603973389,
        "action_similarity": 0.5865329504013062,
        "ui_similarity": 0.9047345904322803
      },
      {
        "episode": {
          "episode_id": "9c76d5c62a7642229d9240dff5e9fa01",
          "goal": "Open AquaMail. Use the search function to find all emails containing 'Invoice' in the subject. Then, move these emails to a new folder named 'Work1' you've created.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7195788025856018,
        "action_similarity": 0.6116410493850708,
        "ui_similarity": 0.9111720384366084
      }
    ],
    "query": {
      "episode_id": "cbcb0041e90b42ff9ed95b1ae8b11976",
      "goal": "Open AquaMail. Compose a new email to \"test.mail@icloud.com\" with the subject \"Invoice Details\" and the content: \"Hello, Please find attached the invoice for the services.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7459563314914703,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5990869998931885,
    "avg_ui_similarity": 0.9079533144344444
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
          "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6573504209518433,
        "action_similarity": 0.8026922345161438,
        "ui_similarity": 0.04315954418523294
      },
      {
        "episode": {
          "episode_id": "119b0f5a4a1644139a7b17061b680a70",
          "goal": "Open AquaMail. Select the second email from 'Amazon'. Forward it to 'jane.doe@yahoo.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6517214775085449,
        "action_similarity": 0.7463359832763672,
        "ui_similarity": 0.5382203582142411
      }
    ],
    "query": {
      "episode_id": "92a1eb272780434aabda55c9e35bb85b",
      "goal": "Open AquaMail. Use the search feature to find the email with subject 'shop'. Star the email for future reference",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6545359492301941,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7745141088962555,
    "avg_ui_similarity": 0.290689951199737
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.866047739982605,
        "action_similarity": 0.8361383080482483,
        "ui_similarity": 0.9818831758899951
      },
      {
        "episode": {
          "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
          "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8386844396591187,
        "action_similarity": 0.8186520338058472,
        "ui_similarity": 0.7415442307532893
      }
    ],
    "query": {
      "episode_id": "25762dfd2d1b4fd9b53607e2ed27695c",
      "goal": "Open AquaMail. Navigate to your \"Drafts\" folder and discard the latest draft email.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8523660898208618,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8273951709270477,
    "avg_ui_similarity": 0.8617137033216422
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "321e18f398fe4cc7b45e8285cce2bb06",
          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9139695167541504,
        "action_similarity": 0.9781174659729004,
        "ui_similarity": 0.988661006912946
      },
      {
        "episode": {
          "episode_id": "a18be4714e9f4673a35b64d13f3e6196",
          "goal": "Open AquaMail. Change the theme of the app to dark mode.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8985686302185059,
        "action_similarity": 0.9493780136108398,
        "ui_similarity": 0.9167525170253756
      }
    ],
    "query": {
      "episode_id": "017215ee16724e4fba9a493a7f9c0daa",
      "goal": "Open AquaMail. Customize theme of the mail app to \"Dark\" mode",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9062690734863281,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9637477397918701,
    "avg_ui_similarity": 0.9527067619691608
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Compose a new email to 'johndoe@example.com'. The subject is 'Meeting Reminder'. The content is 'Don't forget about our meeting tomorrow at 10 AM'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7410403490066528,
        "action_similarity": 0.8903841972351074,
        "ui_similarity": 0.8322792557550426
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      {
        "episode": {
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          "goal": "Open AquaMail. Reply to the latest email with 'See you at 5 PM tomorrow'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6879993081092834,
        "action_similarity": 0.738603949546814,
        "ui_similarity": 0.8089087201471166
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    "query": {
      "episode_id": "4f4e44dd02764a5888e9d9a0cab93a96",
      "goal": "Open AquaMail. Send an email to john.smith@gmail.com with the subject \"Reminder\" and the body \"This email is to remind you about the upcoming webinar.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7145198285579681,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8144940733909607,
    "avg_ui_similarity": 0.8205939879510795
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
          "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8677445650100708,
        "action_similarity": 0.6422573328018188,
        "ui_similarity": 0.7928044712960773
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      {
        "episode": {
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          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7956618070602417,
        "action_similarity": 0.8023185133934021,
        "ui_similarity": 0.95524625575495
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    ],
    "query": {
      "episode_id": "fae32c5a988948bdb977e388ee022716",
      "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8317031860351562,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7222879230976105,
    "avg_ui_similarity": 0.8740253635255137
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  {
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      {
        "episode": {
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          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7087226510047913,
        "action_similarity": 0.5993674993515015,
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        "episode": {
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          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6654387712478638,
        "action_similarity": 0.5980533361434937,
        "ui_similarity": 0.9424695226437988
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    "query": {
      "episode_id": "9eb96f6553ef47a6890cfd80034dc3cf",
      "goal": "Open AquaMail. Forward the last received email from \"googlemail.com\" to supervisor@office.com.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6870807111263275,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5987104177474976,
    "avg_ui_similarity": 0.9383814999280847
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7381018996238708,
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        "episode": {
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          "goal": "Open AquaMail. Create a new folder \"Work1\" and move all emails from spam folder to this folder",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.737084686756134,
        "action_similarity": 0.6317409873008728,
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      "goal": "Open AquaMail. Move the first email from 'Quora' to a new folder named 'Work1'.",
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      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 2,
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    "avg_action_similarity": 0.5878083407878876,
    "avg_ui_similarity": 0.7333477992172156
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  {
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
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        "episode": {
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          "goal": "Open AquaMail. Move all mails from \"Spam\" to \"Inbox\" folder",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6783021688461304,
        "action_similarity": 0.7332172393798828,
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      "goal": "Open AquaMail. Search the inbox for emails containing the word \"newsletter\", select them all and move them to a newly created folder named \"Newsletters\".",
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      "domain": "Productivity & Tools",
      "split": "train"
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    "avg_action_similarity": 0.7310454249382019,
    "avg_ui_similarity": 0.7878494450740845
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          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
          "detected_app": "aquamail",
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          "split": "train"
        },
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        "episode": {
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          "goal": "Open AquaMail. Search for \"verification\" and select the most recent email sent by \"Novelship\". Star it.",
          "detected_app": "aquamail",
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          "split": "train"
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        "action_similarity": 0.8210448622703552,
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    "query": {
      "episode_id": "2a0d9f73a06d4bc7a6d2637d97ed7313",
      "goal": "Open AquaMail. Search emails that contain \"Confirmation\". Mark the fifth one as starred.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7347965836524963,
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    "avg_action_similarity": 0.7338114678859711,
    "avg_ui_similarity": 0.5115310465698395
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  {
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        "episode": {
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          "goal": "Open AquaMail. Change the theme to dark theme under settings.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9164700508117676,
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        "episode": {
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          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.9075635671615601,
        "action_similarity": 0.9803663492202759,
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      "goal": "Open AquaMail. Change the theme of the message widgets to \"Dark Mode\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 2,
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  {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.872663140296936,
        "action_similarity": 0.8081787824630737,
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      {
        "episode": {
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          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7500611543655396,
        "action_similarity": 0.8084798455238342,
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    "query": {
      "episode_id": "9c76d5c62a7642229d9240dff5e9fa01",
      "goal": "Open AquaMail. Use the search function to find all emails containing 'Invoice' in the subject. Then, move these emails to a new folder named 'Work1' you've created.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8113621473312378,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.808329313993454,
    "avg_ui_similarity": 0.9261232506678516
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Navigate to your \"Drafts\" folder and discard the latest draft email.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.866047739982605,
        "action_similarity": 0.8361383080482483,
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        "episode": {
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          "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8398623466491699,
        "action_similarity": 0.8544932007789612,
        "ui_similarity": 0.7486829198349066
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    "query": {
      "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
      "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8529550433158875,
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    "avg_action_similarity": 0.8453157544136047,
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  {
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      {
        "episode": {
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          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8100223541259766,
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      {
        "episode": {
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          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "action_similarity": 0.8991082310676575,
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    ],
    "query": {
      "episode_id": "3b1c451c27b4470fb31cd7f9427bd245",
      "goal": "Open AquaMail. Reply to the latest email with 'See you at 5 PM tomorrow'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
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    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8340956270694733,
    "avg_ui_similarity": 0.8942484363624927
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Send an email to \"testappium002@gmail.com\" with subject \"Test Email\" and write \"this is a test email\" in main content.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8214874863624573,
        "action_similarity": 0.961868941783905,
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      {
        "episode": {
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          "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8085572719573975,
        "action_similarity": 0.919601321220398,
        "ui_similarity": 0.9983004778922723
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    ],
    "query": {
      "episode_id": "fb1043ae8bcb42f99d4a1ca97f89613e",
      "goal": "Open AquaMail. Send a test email to yourself, with subject 'Test' and body 'This is a test email'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8150223791599274,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9407351315021515,
    "avg_ui_similarity": 0.7554758709835175
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8967919945716858,
        "action_similarity": 0.9027329087257385,
        "ui_similarity": 0.8973345958723219
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        "episode": {
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          "goal": "Open AquaMail. Use \"Invoice Due\" as a keyword to search your emails, and order the results from newest to oldest.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.859416127204895,
        "action_similarity": 0.9544057846069336,
        "ui_similarity": 0.8231411823276401
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    ],
    "query": {
      "episode_id": "66caa2b2bbce48c8ad7efb6b2e41e47f",
      "goal": "Open AquaMail. Search for emails with the keyword 'Invoice' and sort them by date.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8781040608882904,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9285693466663361,
    "avg_ui_similarity": 0.860237889099981
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Activate text-to-speech feature for new incoming emails.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.9432675838470459,
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        "episode": {
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          "goal": "Open AquaMail. Enable the Text to speech feature for incoming emails",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9001480937004089,
        "action_similarity": 0.9806866645812988,
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    "query": {
      "episode_id": "51bed100a253434faefed6bf221e87d3",
      "goal": "Open AquaMail. Use the app settings to activate the text-to-speech widget for new incoming emails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
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    "avg_action_similarity": 0.9671650528907776,
    "avg_ui_similarity": 0.8978695457521858
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9699602127075195,
        "action_similarity": 0.8647585511207581,
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      {
        "episode": {
          "episode_id": "f1e67c8403c845d2a029331a5671e15c",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8777283430099487,
        "action_similarity": 0.9189072847366333,
        "ui_similarity": 0.09909420039993089
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    ],
    "query": {
      "episode_id": "7385b2cec2644d53babd661917feccf9",
      "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to deleted.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9238442778587341,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8918329179286957,
    "avg_ui_similarity": 0.3051398819515192
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c2d59dbabef04b4ca53f5a9752bd80d0",
          "goal": "Open AquaMail. Activate text-to-speech feature for new incoming emails.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9452273845672607,
        "action_similarity": 0.9637300968170166,
        "ui_similarity": 0.8718770460622864
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      {
        "episode": {
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          "goal": "Open AquaMail. Use the app settings to activate the text-to-speech widget for new incoming emails.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9001480937004089,
        "action_similarity": 0.9806866645812988,
        "ui_similarity": 0.9643544248812125
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    ],
    "query": {
      "episode_id": "7c7bc100c79f46e0b8539ccba8a6fdb1",
      "goal": "Open AquaMail. Enable the Text to speech feature for incoming emails",
      "detected_app": "aquamail",
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    "avg_action_similarity": 0.9722083806991577,
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  {
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          "domain": "Productivity & Tools",
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      {
        "episode": {
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        "similarity": 0.8214874863624573,
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    "query": {
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      "goal": "Open AquaMail. Send an email to \"testappium002@gmail.com\" with subject \"Test Email\" and write \"this is a test email\" in main content.",
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      "domain": "Productivity & Tools",
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  {
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          "split": "train"
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      "goal": "Open AquaMail. Change the theme to dark theme under settings.",
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      "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
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      "domain": "Productivity & Tools",
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      "goal": "Open AquaMail. Select the second email from 'Amazon'. Forward it to 'jane.doe@yahoo.com'.",
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    "query": {
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      "goal": "Open AquaMail. Search for \"verification\" and select the most recent email sent by \"Novelship\". Star it.",
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      "domain": "Productivity & Tools",
      "split": "train"
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  {
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      {
        "episode": {
          "episode_id": "517a863a9ee24872893523aa6f6b497f",
          "goal": "Open AquaMail. Search emails from sender \"MyBank’. List all emails from the past 30 days.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7133204936981201,
        "action_similarity": 0.751359224319458,
        "ui_similarity": 0.7103465100176993
      }
    ],
    "query": {
      "episode_id": "46bf4946f93c41df811851e6cc56124a",
      "goal": "Open AquaMail. Search emails that containing 'Amazon'. Open the most recent email and archive it.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7169317901134491,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7294107377529144,
    "avg_ui_similarity": 0.7540599795557428
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "9c76d5c62a7642229d9240dff5e9fa01",
          "goal": "Open AquaMail. Use the search function to find all emails containing 'Invoice' in the subject. Then, move these emails to a new folder named 'Work1' you've created.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.872663140296936,
        "action_similarity": 0.8081787824630737,
        "ui_similarity": 0.9348439462437796
      },
      {
        "episode": {
          "episode_id": "b3c48cef59f1444a80b792b0e9ce0418",
          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7754385471343994,
        "action_similarity": 0.759790301322937,
        "ui_similarity": 0.9087589642522577
      }
    ],
    "query": {
      "episode_id": "14eb85531f214e648b0ceeb86d904d44",
      "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8240508437156677,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7839845418930054,
    "avg_ui_similarity": 0.9218014552480187
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8040390014648438,
        "action_similarity": 0.9034561514854431,
        "ui_similarity": 0.9938275249964849
      },
      {
        "episode": {
          "episode_id": "ceb1a4d4f8a248358ee3cd8c25afd783",
          "goal": "Open AquaMail. Compose a new email to 'johndoe@example.com'. The subject is 'Meeting Reminder'. The content is 'Don't forget about our meeting tomorrow at 10 AM'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7995208501815796,
        "action_similarity": 0.9038769602775574,
        "ui_similarity": 0.9599388465319926
      }
    ],
    "query": {
      "episode_id": "3edbdb843e3e47bc95eb0dca69a5740d",
      "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8017799258232117,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9036665558815002,
    "avg_ui_similarity": 0.9768831857642387
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "85fe099398ae467d8a13241f8024031a",
          "goal": "Open AquaMail. Archive all emails from the sender \"testappiumoo2@gmail.com\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9886502027511597,
        "action_similarity": 0.9325501918792725,
        "ui_similarity": 0.8335869331629449
      },
      {
        "episode": {
          "episode_id": "e9bd86ac534c457fa18f7f3cf5cf8047",
          "goal": "Open AquaMail. Send an email to \"testappium002@gmail.com\" with subject \"Test Email\" and write \"this is a test email\" in main content.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.806482195854187,
        "action_similarity": 0.6756747364997864,
        "ui_similarity": 0.31315961783007246
      }
    ],
    "query": {
      "episode_id": "ca72ce9cfb58416e900466b1bf040875",
      "goal": "Open AquaMail. Archive all the emails from the sender 'testappium002@gmail.com'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8975661993026733,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8041124641895294,
    "avg_ui_similarity": 0.5733732754965086
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
          "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8015449047088623,
        "action_similarity": 0.7011549472808838,
        "ui_similarity": 0.5452188309329269
      },
      {
        "episode": {
          "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
          "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7873626351356506,
        "action_similarity": 0.7589162588119507,
        "ui_similarity": 0.9934485564696001
      }
    ],
    "query": {
      "episode_id": "a811f7521eb641b19d479f594fd5448b",
      "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7944537699222565,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7300356030464172,
    "avg_ui_similarity": 0.7693336937012635
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "97d69c258a0443b3b8aaf2fe37419e69",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7149103283882141,
        "action_similarity": 0.6955747604370117,
        "ui_similarity": 0.6975172702185928
      },
      {
        "episode": {
          "episode_id": "fb2241e1298249a69cf2df5c9a474bac",
          "goal": "Open AquaMail. Read the second email in inbox, then move it to the starred folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7015317678451538,
        "action_similarity": 0.6836333274841309,
        "ui_similarity": 0.9453854336047588
      }
    ],
    "query": {
      "episode_id": "823c7f57630946359e7da7a4a7afc4d6",
      "goal": "Open AquaMail. Flag the second email in the 'Work1' folder. Sort the Sent folder by stared emails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.708221048116684,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6896040439605713,
    "avg_ui_similarity": 0.8214513519116757
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7517796754837036,
        "action_similarity": 0.5023465752601624,
        "ui_similarity": 0.25885118144068564
      },
      {
        "episode": {
          "episode_id": "c0064a8318ec496194c971134e124e77",
          "goal": "Open AquaMail. Download and save all attachments from the email with subject \"Project Files\" in the inbox on your device.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7448650002479553,
        "action_similarity": 0.5530689358711243,
        "ui_similarity": 0.2944075620294098
      }
    ],
    "query": {
      "episode_id": "bffe6ce307124ee79201aa9c32dc1cf3",
      "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7483223378658295,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5277077555656433,
    "avg_ui_similarity": 0.27662937173504776
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7476986646652222,
        "action_similarity": 0.8801374435424805,
        "ui_similarity": 0.9580651921419114
      },
      {
        "episode": {
          "episode_id": "9f407c4f51b540d29c4be067fcb9f165",
          "goal": "Open AquaMail. In the rich text editor, compose a new email with the following content in bold and calibri font: \"Urgent: Project Deadline has been preponed to next Monday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7415403127670288,
        "action_similarity": 0.9181700348854065,
        "ui_similarity": 0.9510332211956003
      }
    ],
    "query": {
      "episode_id": "a4d34e4bd31f4fe8888dce5b91ba4877",
      "goal": "Open AquaMail. Compose a new email to \"jessica@example.com\" with the subject \"Project Update\" using bold and Calibri formatting.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7446194887161255,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8991537392139435,
    "avg_ui_similarity": 0.9545492066687559
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "e70df727e7c848a8b0af14a80840acd4",
          "goal": "Open AquaMail. Delete the second email in inbox. And reply the third email with content \"Got it!\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7885733842849731,
        "action_similarity": 0.6383036375045776,
        "ui_similarity": 0.9514726935693257
      },
      {
        "episode": {
          "episode_id": "97d69c258a0443b3b8aaf2fe37419e69",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7874107360839844,
        "action_similarity": 0.659691572189331,
        "ui_similarity": 0.7613071960299289
      }
    ],
    "query": {
      "episode_id": "fb2241e1298249a69cf2df5c9a474bac",
      "goal": "Open AquaMail. Read the second email in inbox, then move it to the starred folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7879920601844788,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6489976048469543,
    "avg_ui_similarity": 0.8563899447996273
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "8f01bca3fddf4d92b8779cc9bd6b4f06",
          "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8919612169265747,
        "action_similarity": 0.7881543040275574,
        "ui_similarity": 0.8906756190257974
      },
      {
        "episode": {
          "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
          "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8322233557701111,
        "action_similarity": 0.6898947358131409,
        "ui_similarity": 0.9678488955944099
      }
    ],
    "query": {
      "episode_id": "c31bcafc2faf42d592e6a49932ed19de",
      "goal": "Open AquaMail. Delete the last three emails in the inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8620922863483429,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7390245199203491,
    "avg_ui_similarity": 0.9292622573101037
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "098d1006781e47e5b3d46466a5426444",
          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.71150141954422,
        "action_similarity": 0.9171367883682251,
        "ui_similarity": 0.9515600686309387
      },
      {
        "episode": {
          "episode_id": "a4d34e4bd31f4fe8888dce5b91ba4877",
          "goal": "Open AquaMail. Compose a new email to \"jessica@example.com\" with the subject \"Project Update\" using bold and Calibri formatting.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6980549097061157,
        "action_similarity": 0.9226862788200378,
        "ui_similarity": 0.6235223430967537
      }
    ],
    "query": {
      "episode_id": "b57853a425e0458c9833e5bb33b5b2df",
      "goal": "Open AquaMail. Using the rich text editor, draft a new email to 'contact@gmx.com' with subject 'App Feedback' with bold and Georgia formatting.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7047781646251678,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9199115335941315,
    "avg_ui_similarity": 0.7875412058638462
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "66caa2b2bbce48c8ad7efb6b2e41e47f",
          "goal": "Open AquaMail. Search for emails with the keyword 'Invoice' and sort them by date.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8594160676002502,
        "action_similarity": 0.9544057846069336,
        "ui_similarity": 0.8231411823276404
      },
      {
        "episode": {
          "episode_id": "b3c48cef59f1444a80b792b0e9ce0418",
          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7726494073867798,
        "action_similarity": 0.8794092535972595,
        "ui_similarity": 0.8727839313437356
      }
    ],
    "query": {
      "episode_id": "e77e13bf162246cead8368e06ba60064",
      "goal": "Open AquaMail. Use \"Invoice Due\" as a keyword to search your emails, and order the results from newest to oldest.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.816032737493515,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9169075191020966,
    "avg_ui_similarity": 0.847962556835688
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "3b1c451c27b4470fb31cd7f9427bd245",
          "goal": "Open AquaMail. Reply to the latest email with 'See you at 5 PM tomorrow'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8100223541259766,
        "action_similarity": 0.7690830230712891,
        "ui_similarity": 0.8851128348826368
      },
      {
        "episode": {
          "episode_id": "fae32c5a988948bdb977e388ee022716",
          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7956618070602417,
        "action_similarity": 0.8023185133934021,
        "ui_similarity": 0.9552462557549501
      }
    ],
    "query": {
      "episode_id": "bca3c13859df4184ad6e28d5a31f3a09",
      "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8028420805931091,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7857007682323456,
    "avg_ui_similarity": 0.9201795453187935
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "e70df727e7c848a8b0af14a80840acd4",
          "goal": "Open AquaMail. Delete the second email in inbox. And reply the third email with content \"Got it!\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.795178234577179,
        "action_similarity": 0.7135312557220459,
        "ui_similarity": 0.913100371641984
      },
      {
        "episode": {
          "episode_id": "119b0f5a4a1644139a7b17061b680a70",
          "goal": "Open AquaMail. Select the second email from 'Amazon'. Forward it to 'jane.doe@yahoo.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7922189235687256,
        "action_similarity": 0.79697585105896,
        "ui_similarity": 0.9286460335614167
      }
    ],
    "query": {
      "episode_id": "f84dc032e88244e19ea517614bf92dfa",
      "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7936985790729523,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7552535533905029,
    "avg_ui_similarity": 0.9208732026017004
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "6bf6e4012cf648ec856628d934884635",
          "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7539458870887756,
        "action_similarity": 0.935219407081604,
        "ui_similarity": 0.861393674614336
      },
      {
        "episode": {
          "episode_id": "3edbdb843e3e47bc95eb0dca69a5740d",
          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.709756076335907,
        "action_similarity": 0.8829696178436279,
        "ui_similarity": 0.8883964612594906
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    ],
    "query": {
      "episode_id": "9e5c22bbf5c84ca08637965e5426ca00",
      "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is 'Meeting Agenda'. The main content is 'Attached is the agenda for tomorrow's meeting.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7318509817123413,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.909094512462616,
    "avg_ui_similarity": 0.8748950679369133
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
          "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7549403309822083,
        "action_similarity": 0.7286311984062195,
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      {
        "episode": {
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          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7548055648803711,
        "action_similarity": 0.6305204033851624,
        "ui_similarity": 0.8274395340375267
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    "query": {
      "episode_id": "d7970b9f7106409a9c2c1abf5970cf86",
      "goal": "Open AquaMail. Select the lastest email from \"Quora\" and flag it. Then filter the inbox by flagged emails. Show the sender address of the first email.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7548729479312897,
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    "split": "train",
    "avg_action_similarity": 0.6795758008956909,
    "avg_ui_similarity": 0.7698002218880491
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"newsletter\", select them all and move them to a newly created folder named \"Newsletters\".",
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          "domain": "Productivity & Tools",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to deleted.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.752609372138977,
        "action_similarity": 0.8527891635894775,
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    "query": {
      "episode_id": "65eba20bd9e848fb8741550cf48584b1",
      "goal": "Open AquaMail. Using the search bar, find all emails containing the word 'newsletter'. Move them to spam.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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    "avg_similarity": 0.7808261811733246,
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    "split": "train",
    "avg_action_similarity": 0.7908313870429993,
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  {
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          "domain": "Productivity & Tools",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.760017454624176,
        "action_similarity": 0.8754854798316956,
        "ui_similarity": 0.8709562700130511
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    ],
    "query": {
      "episode_id": "098d1006781e47e5b3d46466a5426444",
      "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.775513082742691,
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    "split": "train",
    "avg_action_similarity": 0.9087393879890442,
    "avg_ui_similarity": 0.845741636616417
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  {
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        "episode": {
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          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
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          "goal": "Open AquaMail. Change the theme to dark theme under settings.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "action_similarity": 0.9498753547668457,
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    "query": {
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      "goal": "Open AquaMail. Change the theme of the app to dark mode.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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  {
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          "goal": "Open AquaMail. Archive all the emails from the sender 'testappium002@gmail.com'.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
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      {
        "episode": {
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          "goal": "Open AquaMail. Send an email to \"testappium002@gmail.com\" with subject \"Test Email\" and write \"this is a test email\" in main content.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8136538863182068,
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    "query": {
      "episode_id": "85fe099398ae467d8a13241f8024031a",
      "goal": "Open AquaMail. Archive all emails from the sender \"testappiumoo2@gmail.com\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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    "avg_similarity": 0.9011520445346832,
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    "split": "train",
    "avg_action_similarity": 0.810922384262085,
    "avg_ui_similarity": 0.6726207249138353
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  {
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          "domain": "Productivity & Tools",
          "split": "train"
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          "goal": "Open AquaMail. Reply to the first email from Quora with content 'Noted and Understood.'",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6793036460876465,
        "action_similarity": 0.5627732276916504,
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    "query": {
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      "goal": "Open AquaMail. Search for emails from 'Quora', then mark all the search results as stared.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.7078303694725037,
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  {
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          "goal": "Open AquaMail. In settings, sync the emails only when connected to Wi-Fi.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6166113615036011,
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        "episode": {
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          "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6157114505767822,
        "action_similarity": 0.7370577454566956,
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    "query": {
      "episode_id": "65c3372e8bfd4649a24d314f1057e2fb",
      "goal": "Open AquaMail. Create a 'Social' folder in the app.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6161614060401917,
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    "avg_action_similarity": 0.6942538619041443,
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  {
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.9699602127075195,
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      {
        "episode": {
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.874911367893219,
        "action_similarity": 0.7978208065032959,
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    "query": {
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      "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9224357903003693,
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    "split": "train",
    "avg_action_similarity": 0.831289678812027,
    "avg_ui_similarity": 0.43956167300420623
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  {
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
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      {
        "episode": {
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          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8446874022483826,
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    "query": {
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      "goal": "Open AquaMail. Select all emails from 'mail.aliexpress.com', then move them into Spam mailbox.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8447173833847046,
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    "split": "train",
    "avg_action_similarity": 0.7633568346500397,
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  {
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          "split": "train"
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        "similarity": 0.946306049823761,
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    ],
    "query": {
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      "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9623200297355652,
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    "avg_action_similarity": 0.97896808385849,
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  {
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    "support": [
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          "goal": "Open AquaMail. Search emails from sender \"MyBank’. List all emails from the past 30 days.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8137384653091431,
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        "episode": {
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          "goal": "Open AquaMail. Search for \"verification\" and select the most recent email sent by \"Novelship\". Star it.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7681095600128174,
        "action_similarity": 0.7026351690292358,
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    ],
    "query": {
      "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
      "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.7511922717094421,
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  {
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          "detected_app": "aquamail",
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          "split": "train"
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          "split": "train"
        },
        "similarity": 0.8863547444343567,
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    ],
    "query": {
      "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
      "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
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    "split": "train",
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  {
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    "support": [
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          "detected_app": "aquamail",
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          "split": "train"
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      {
        "episode": {
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          "detected_app": "aquamail",
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          "split": "train"
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        "similarity": 0.8863546848297119,
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    ],
    "query": {
      "episode_id": "97d69c258a0443b3b8aaf2fe37419e69",
      "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 2,
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  {
    "app": "aquamail",
    "support": [
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        "episode": {
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          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7327830791473389,
        "action_similarity": 0.599861204624176,
        "ui_similarity": 0.25496116960357
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    ],
    "query": {
      "episode_id": "4fb890429e1d4f828a0f1a9bcdc6a7f4",
      "goal": "Open AquaMail. Search for emails containing the word 'Meeting'. Mark all as read.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7404969930648804,
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    "avg_action_similarity": 0.6319498717784882,
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  {
    "app": "aquamail",
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          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8677445650100708,
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      {
        "episode": {
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          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8322232961654663,
        "action_similarity": 0.6898947358131409,
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    "query": {
      "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
      "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8499839305877686,
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        "episode": {
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          "domain": "Productivity & Tools",
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        "similarity": 0.8967918753623962,
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      {
        "episode": {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
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          "domain": "Productivity & Tools",
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        "action_similarity": 0.759790301322937,
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    "query": {
      "episode_id": "b3c48cef59f1444a80b792b0e9ce0418",
      "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "avg_action_similarity": 0.8312616050243378,
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  {
    "app": "aquamail",
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        "episode": {
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          "goal": "Open AquaMail. Download and save the attachment file of the first email in the inbox on your device.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6814093589782715,
        "action_similarity": 0.6224684715270996,
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      {
        "episode": {
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          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6683325171470642,
        "action_similarity": 0.6464542150497437,
        "ui_similarity": 0.8486556447249429
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    ],
    "query": {
      "episode_id": "ec55068adb424d10ab2d9db9dc1aa617",
      "goal": "Open AquaMail. In settings, sync the emails only when connected to Wi-Fi.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 2,
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Sports\" category and view the recommended events. See the date of the first non-promoted event.",
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to Los Angeles. Select the second recommendation on the home tab. Follow the organizer and look for the time and date of the event.",
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          "domain": "Entertainment",
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        "action_similarity": 0.6837568283081055,
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    "query": {
      "episode_id": "c36ef2ec281b4d40839b2bf8f321a58b",
      "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Fashion\" category and view the recommended events. See the date of the first play and its venue.",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open Eventbrite. Set time to tomorrow. Clear all search filters. Select the third one in New York. Record its location and time in Google Keep Notes. Add it to Favorites.",
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          "domain": "Entertainment",
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        "episode": {
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          "goal": "Open Eventbrite. Search Art event in New York. Select the second one. Record its location and time in Google Keep Notes. Follow the organizer.",
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          "domain": "Entertainment",
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        "similarity": 0.7279489040374756,
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    "query": {
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      "goal": "Open Eventbrite. Search Music event in New York. Select the first one. Record its location and time in Google Keep Notes. Add it to Favorites.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search Art event in New York. Select the second one. Record its location and time in Google Keep Notes. Follow the organizer.",
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          "domain": "Entertainment",
          "split": "train"
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    ],
    "query": {
      "episode_id": "182a9ea236924e9eb43ccbe82fd1506e",
      "goal": "Open Eventbrite. Set time to tomorrow. Clear all search filters. Select the third one in New York. Record its location and time in Google Keep Notes. Add it to Favorites.",
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      "domain": "Entertainment",
      "split": "train"
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to San Francisco. Filter for events occurring between May 1st and May 15th under the category 'Music'. Select the first event and check the pricing options available.",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to \"Los Angeles\". Look for Photography workshops happening next week. What is the price of the tickets for first non-promoted event?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.623737633228302,
        "action_similarity": 0.7761204242706299,
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    "query": {
      "episode_id": "6b75132d6e874d9a960bba273e5f011b",
      "goal": "Open Eventbrite. Set the city to 'San Francisco'. Search 'Outdoor'. Select an event starting after 5 PM. Check the ticket price.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7020338475704193,
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    "avg_action_similarity": 0.7704890966415405,
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  {
    "app": "eventbrite",
    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Search Online free events. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7896390557289124,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Find the 'Arts' category. Select events that are available for this weekend. From the results, open the first item and add it to favorite. Follow the organizer.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7385105490684509,
        "action_similarity": 0.8123286366462708,
        "ui_similarity": 0.9768557987038398
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    ],
    "query": {
      "episode_id": "f01eaa41f6284da09deb7ced3e4eea4e",
      "goal": "Open Eventbrite. Check out 'Sports' events. Apply filters for events happening this week. Select the first event. Check similar events and add the first similar event to favorite.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7640748023986816,
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    "avg_action_similarity": 0.7656399309635162,
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  {
    "app": "eventbrite",
    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Look up \"Gardening\" events. Filter by events happening this week. Select the first event from the results. Follow the organizer and where is the event?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7914600372314453,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Check out 'Sports' events. Apply filters for events happening this week. Select the first event. Check similar events and add the first similar event to favorite.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6294057369232178,
        "action_similarity": 0.6163873076438904,
        "ui_similarity": 0.7982097599046577
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    ],
    "query": {
      "episode_id": "c8da01368c4649acb64c6c6b41699bc8",
      "goal": "Open Eventbrite. Look up \"Animal\" events. Filter by events happening next week. Select the first event - who is the organizer?",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7104328870773315,
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
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          "goal": "Open Eventbrite. Search 'Art'. Filter event type \"Performance\". Select the first event. Follow the organizer and save the event to favorite. What is the price of the ticket?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6377279758453369,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Set the city to 'San Francisco'. Search 'Outdoor'. Select an event starting after 5 PM. Check the ticket price.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.623737633228302,
        "action_similarity": 0.7761204242706299,
        "ui_similarity": 0.8341305777315964
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    ],
    "query": {
      "episode_id": "a9f633a394e74f78843aa30bd2792346",
      "goal": "Open Eventbrite. Set the city to \"Los Angeles\". Look for Photography workshops happening next week. What is the price of the tickets for first non-promoted event?",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6307328045368195,
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    "avg_action_similarity": 0.7099057137966156,
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
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          "goal": "Open Eventbrite. Search Online free events. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6889394521713257,
        "action_similarity": 0.7790995836257935,
        "ui_similarity": 0.9516759850406977
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      {
        "episode": {
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          "goal": "Open Eventbrite. Check out 'Sports' events. Apply filters for events happening this week. Select the first event. Check similar events and add the first similar event to favorite.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6608845591545105,
        "action_similarity": 0.8048956394195557,
        "ui_similarity": 0.8785592127743079
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    ],
    "query": {
      "episode_id": "ee1eef38e6e94342b57a272493366950",
      "goal": "Open Eventbrite. Open \"Fashion\" category. Apply filter for free events. From the list, select the first non-promoted event and add it to your favorites.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6749120056629181,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7919976115226746,
    "avg_ui_similarity": 0.9151175989075029
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
          "episode_id": "f56b9f3bf9ef483cbd9847af47d34434",
          "goal": "Open Eventbrite. Look up \"Gardening\" events. Filter by events happening this week. Select the first event from the results. Follow the organizer and where is the event?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6910106539726257,
        "action_similarity": 0.6738800406455994,
        "ui_similarity": 0.9072189959749947
      },
      {
        "episode": {
          "episode_id": "02f151acef934b59b90856d9e8041920",
          "goal": "Open Eventbrite. Check the \"Tech\" events happening this month. Open the first event and check its date and time.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6504193544387817,
        "action_similarity": 0.7789467573165894,
        "ui_similarity": 0.8461715262052686
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    ],
    "query": {
      "episode_id": "47f784058c8444bd8017b372f0857efe",
      "goal": "Open Eventbrite. Explore local events scheduled for this weekend. Select the first event from the 'Science' category. Read details of the event.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6707150042057037,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7264133989810944,
    "avg_ui_similarity": 0.8766952610901316
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
          "episode_id": "fc2bf7bdcfa6451293535f72ef3fd795",
          "goal": "Open Eventbrite. Search for events by 'Music' under online events. Choose the second event in the list. Get the event's duration information.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7333594560623169,
        "action_similarity": 0.8026862740516663,
        "ui_similarity": 0.9364225378949962
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      {
        "episode": {
          "episode_id": "1c30518736b1454cb330b963c1cc6d86",
          "goal": "Open Eventbrite. Search for \"Open Mic Nights\". Filter the results to only include free events. Select the first non-promoted event in the list - what\"s the location of that event?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6498593091964722,
        "action_similarity": 0.6861833333969116,
        "ui_similarity": 0.9207333104524871
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    ],
    "query": {
      "episode_id": "d77ba2e8a5b2402385411cd9fa60262a",
      "goal": "Open Eventbrite. Search for \"Music\". Filter only free events. Choose the first event. When is the date and timing?",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6916093826293945,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7444348037242889,
    "avg_ui_similarity": 0.9285779241737416
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
          "episode_id": "f502e886c78146dfb2f1efc2a331c781",
          "goal": "Open Eventbrite. Search for 'music festival' in San Francisco. Set date available from April 30 to May 3. How many events are listed?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6415240168571472,
        "action_similarity": 0.8506422638893127,
        "ui_similarity": 0.9914055315596892
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      {
        "episode": {
          "episode_id": "d77ba2e8a5b2402385411cd9fa60262a",
          "goal": "Open Eventbrite. Search for \"Music\". Filter only free events. Choose the first event. When is the date and timing?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6273661851882935,
        "action_similarity": 0.8551243543624878,
        "ui_similarity": 0.8839347276174437
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    ],
    "query": {
      "episode_id": "892383ad791c46b6aa65c632ee882bf0",
      "goal": "Open Eventbrite. Search for online \"Music\" events happening next weekend.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6344451010227203,
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    "avg_action_similarity": 0.8528833091259003,
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Search for 'food and drink' events. Follow the organizer of the first event in listing.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7253774404525757,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Set the city to Los Angeles. Select the 'Food & Drink' category. What's the date of the first event that is not promoted?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7154436111450195,
        "action_similarity": 0.7918627262115479,
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    ],
    "query": {
      "episode_id": "cee80d2c889b45cd86e30248baf590b8",
      "goal": "Open Eventbrite. Search Food & Drink party event in New York. Select the first one that is not promoted. Follow the organizer. Share to google keep notes.",
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      "domain": "Entertainment",
      "split": "train"
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          "goal": "Open Eventbrite. Search events 'Yoga session' in New York. Filter free events and set date from May 3 to May 6. What is the location of the first promoted event?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6202132105827332,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search for \"Open Mic Nights\". Filter the results to only include free events. Select the first non-promoted event in the list - what\"s the location of that event?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6047326922416687,
        "action_similarity": 0.6086003184318542,
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      "goal": "Open Eventbrite. Search for 'coding workshop'. Sort the results by date. Where is the location of the soonest event that is not promoted?",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6124729514122009,
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    "avg_action_similarity": 0.6497771441936493,
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  {
    "app": "eventbrite",
    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Search Music event in New York. Select the first one. Record its location and time in Google Keep Notes. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Eventbrite. Set time to tomorrow. Clear all search filters. Select the third one in New York. Record its location and time in Google Keep Notes. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7232580184936523,
        "action_similarity": 0.8049309253692627,
        "ui_similarity": 0.9924434654607066
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    "query": {
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      "goal": "Open Eventbrite. Search Art event in New York. Select the second one. Record its location and time in Google Keep Notes. Follow the organizer.",
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      "domain": "Entertainment",
      "split": "train"
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Search Food & Drink party event in New York. Select the first one that is not promoted. Follow the organizer. Share to google keep notes.",
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search for 'food and drink' events. Follow the organizer of the first event in listing.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.697142481803894,
        "action_similarity": 0.6423465609550476,
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    ],
    "query": {
      "episode_id": "86c0bd1901f44c94916665f4058f9b6d",
      "goal": "Open Eventbrite. Set the city to Los Angeles. Select the 'Food & Drink' category. What's the date of the first event that is not promoted?",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Look up \"Animal\" events. Filter by events happening next week. Select the first event - who is the organizer?",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Eventbrite. Explore local events scheduled for this weekend. Select the first event from the 'Science' category. Read details of the event.",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open Eventbrite. Look up \"Gardening\" events. Filter by events happening this week. Select the first event from the results. Follow the organizer and where is the event?",
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      "domain": "Entertainment",
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Fashion\" category and view the recommended events. See the date of the first play and its venue.",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open Eventbrite. Set the city to Los Angeles. Select the 'Food & Drink' category. What's the date of the first event that is not promoted?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6873281002044678,
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    "query": {
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      "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Sports\" category and view the recommended events. See the date of the first non-promoted event.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
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  {
    "app": "eventbrite",
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search free events in Los Angeles. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7476240396499634,
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    "query": {
      "episode_id": "642b2c00296046d8aea556a4767dc400",
      "goal": "Open Eventbrite. Search free events in New York. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to \"Los Angeles\". Look for Photography workshops happening next week. What is the price of the tickets for first non-promoted event?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6377279758453369,
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    "query": {
      "episode_id": "4c12747d6cb14426aff8b07be52a617b",
      "goal": "Open Eventbrite. Search 'Art'. Filter event type \"Performance\". Select the first event. Follow the organizer and save the event to favorite. What is the price of the ticket?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6575053036212921,
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    "split": "train",
    "avg_action_similarity": 0.6307772994041443,
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Search Online free events. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Eventbrite. Check out 'Sports' events. Apply filters for events happening this week. Select the first event. Check similar events and add the first similar event to favorite.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7385105490684509,
        "action_similarity": 0.8123286366462708,
        "ui_similarity": 0.9768557987038403
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    ],
    "query": {
      "episode_id": "f1e087441f9e44d997c2a58b9c8b0258",
      "goal": "Open Eventbrite. Find the 'Arts' category. Select events that are available for this weekend. From the results, open the first item and add it to favorite. Follow the organizer.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to San Francisco. Filter for events occurring between May 1st and May 15th under the category 'Music'. Select the first event and check the pricing options available.",
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search for online \"Music\" events happening next weekend.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6415240168571472,
        "action_similarity": 0.8506422638893127,
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    "query": {
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      "goal": "Open Eventbrite. Search for 'music festival' in San Francisco. Set date available from April 30 to May 3. How many events are listed?",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6953563392162323,
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    "split": "train",
    "avg_action_similarity": 0.8482607305049896,
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  {
    "app": "eventbrite",
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search free events in New York. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
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          "domain": "Entertainment",
          "split": "train"
        },
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        "action_similarity": 0.7984006404876709,
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    ],
    "query": {
      "episode_id": "997cbfb071cf458f82ccaba5bddfc7b8",
      "goal": "Open Eventbrite. Search Online free events. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
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  {
    "app": "eventbrite",
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        "episode": {
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          "goal": "Open Eventbrite. Search free events in Los Angeles. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Eventbrite. Set the city to Los Angeles. Select the 'Food & Drink' category. What's the date of the first event that is not promoted?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6614035367965698,
        "action_similarity": 0.74177086353302,
        "ui_similarity": 0.9637528430364595
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    ],
    "query": {
      "episode_id": "def19c5d5bd0474abe83d89af89419b3",
      "goal": "Open Eventbrite. Set the city to Los Angeles. Select the second recommendation on the home tab. Follow the organizer and look for the time and date of the event.",
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      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7148408889770508,
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    "split": "train",
    "avg_action_similarity": 0.7756008505821228,
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  {
    "app": "eventbrite",
    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Search Online free events. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7907534837722778,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Set the city to Los Angeles. Select the second recommendation on the home tab. Follow the organizer and look for the time and date of the event.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7682782411575317,
        "action_similarity": 0.8094308376312256,
        "ui_similarity": 0.8738724835888376
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    ],
    "query": {
      "episode_id": "bbe931c7fbf3446c80521f77d3e413aa",
      "goal": "Open Eventbrite. Search free events in Los Angeles. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7795158624649048,
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    "split": "train",
    "avg_action_similarity": 0.8493673801422119,
    "avg_ui_similarity": 0.8997460025696806
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  {
    "app": "discord",
    "support": [
      {
        "episode": {
          "episode_id": "35a19e3462124e2180066d35f962e6fb",
          "goal": "Open Discord. Close direct message with Sean.",
          "detected_app": "discord",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.8519241213798523,
        "action_similarity": 0.7528125047683716,
        "ui_similarity": 0.9630802598984525
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      {
        "episode": {
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        "similarity": 0.7982441782951355,
        "action_similarity": 0.7533295154571533,
        "ui_similarity": 0.8736102807041043
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      {
        "episode": {
          "episode_id": "a6d3ebe7e3934beebb5a70285d97aa0f",
          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7138864398002625,
        "action_similarity": 0.6807488203048706,
        "ui_similarity": 0.7993752259197653
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    ],
    "query": {
      "episode_id": "cb19a03b7074456cb7a31a9084227768",
      "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.756065309047699,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.717039167881012,
    "avg_ui_similarity": 0.8364927533119348
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "3623c66a0b0b4feab82d228108f8b9c6",
          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8024092316627502,
        "action_similarity": 0.9205489158630371,
        "ui_similarity": 0.9108802814723508
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      {
        "episode": {
          "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
          "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7143299579620361,
        "action_similarity": 0.902607798576355,
        "ui_similarity": 0.7483284220338802
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    ],
    "query": {
      "episode_id": "a000d46f79aa496285f402081a942bc7",
      "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7583695948123932,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.911578357219696,
    "avg_ui_similarity": 0.8296043517531155
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "01b586369c9b4f3bbd9090eabaddcf17",
          "goal": "Open Etsy. Within the \"Home & Living\" category, locate the \"Kitchen & Dining\" section. Arrange by relevance. Select any item and quantity 2. Add to cart and compare total price in cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7232046127319336,
        "action_similarity": 0.807054877281189,
        "ui_similarity": 0.8660823572413298
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      {
        "episode": {
          "episode_id": "8a584063c32e4c9491238e6b77c0adfb",
          "goal": "Open Etsy. Search \"Kitchen Tableware\". Set price range between \"$20\" and \"$100\". Filter results by newest. Select the item that has neutral colours and add it to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6772831678390503,
        "action_similarity": 0.8746770620346069,
        "ui_similarity": 0.8572469595089502
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    ],
    "query": {
      "episode_id": "c76e287207a04d04b0c7ca7a8ab2e890",
      "goal": "Open Etsy. In the 'Home & Living' section, look for 'Kitchen storage'. Filter items priced under $25. Choose any item, read through item details, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7002438902854919,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.840865969657898,
    "avg_ui_similarity": 0.86166465837514
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "bfdaf347b3364e2885447f59b02ef091",
          "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7190802097320557,
        "action_similarity": 0.8394327759742737,
        "ui_similarity": 0.6314659058219912
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      {
        "episode": {
          "episode_id": "cca1221cef0d452e97a3d8c516d29b61",
          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6959157586097717,
        "action_similarity": 0.7180140018463135,
        "ui_similarity": 0.5811858884349543
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    ],
    "query": {
      "episode_id": "9d91002a51f14da784aedc84096fd593",
      "goal": "Open Etsy. Explore \"Personalized recommendations\" for \"Knitted Goods\". Follow the first shop listed. Add three desirable items from the shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7074979841709137,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7787233889102936,
    "avg_ui_similarity": 0.6063258971284728
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "e53db6e0be26471d86056ae88a2ff45c",
          "goal": "Open Etsy. Perform a general search for \"Children\"s Books\". Set price between \"$5\" and \"$25\". Sort results by recent. Choose a book with at least 10 reviews, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8887577652931213,
        "action_similarity": 0.9539649486541748,
        "ui_similarity": 0.9359290425993448
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      {
        "episode": {
          "episode_id": "6cf1858f732c43dd9a119a1a71a0b7af",
          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to discover new shops. Follow the third shop that primarily sells \"Vintage Books\". Add three items from this shop to the cart. What\"s the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7047691345214844,
        "action_similarity": 0.707033097743988,
        "ui_similarity": 0.803409033967256
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    ],
    "query": {
      "episode_id": "86e7db3dbde3418cb1bd673d3a635f72",
      "goal": "Open Etsy. Perform a general search for \"Teen\"s Books\". Set price between \"$7\" and \"$30\". Sort results by relevance. Choose a book with at least 12 reviews, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7967634499073029,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8304990231990814,
    "avg_ui_similarity": 0.8696690382833004
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "5a5858f0f5de45d598481813e03c0f86",
          "goal": "Open Etsy. Using 'Recently viewed' feature, select first shop that sells 'Vintage Watches'. Select an item from the shop and check the shipping details.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8485537171363831,
        "action_similarity": 0.6648936867713928,
        "ui_similarity": 0.8300582735002374
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      {
        "episode": {
          "episode_id": "a000d46f79aa496285f402081a942bc7",
          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7016228437423706,
        "action_similarity": 0.7672278881072998,
        "ui_similarity": 0.6412489477973919
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    ],
    "query": {
      "episode_id": "5538c9bd2d16415787349c23a9aabb2e",
      "goal": "Open Etsy. Under the \"Vintage\" category, find Vintage Watches. Browse the first 15 items. Select the 7th item. Add to favorites. Read the seller\"s history. Add to cart if it ships to \"USA\".",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7750882804393768,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7160607874393463,
    "avg_ui_similarity": 0.7356536106488147
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "46a29f3f9c8f4d61a606de099bd98280",
          "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Posters\". Save top two items from this shop to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.70860755443573,
        "action_similarity": 0.864014744758606,
        "ui_similarity": 0.6930339449348861
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      {
        "episode": {
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          "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6387743353843689,
        "action_similarity": 0.8055254220962524,
        "ui_similarity": 0.7692387141271041
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    ],
    "query": {
      "episode_id": "6ddd8f75ecd24c66a5e253f673693e0a",
      "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Furniture\". Save top three items from this shop to wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6736909449100494,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8347700834274292,
    "avg_ui_similarity": 0.7311363295309952
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "9c8c5db120ee4323af4d266cc3d26169",
          "goal": "Open Etsy. Search \"Shirt\". Set price between \"$50\" and \"$150\". Sort results by most recent. Filter free shipping. Select the first item that is not an ad. Check return policy. Choose any color and size M. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6194707751274109,
        "action_similarity": 0.925809919834137,
        "ui_similarity": 0.6745144739775788
      },
      {
        "episode": {
          "episode_id": "dd526be2d0174183bda23fc15bda9e79",
          "goal": "Open Etsy. Search \"Bath Accessories\". Limit price to \"$10\" and \"$40\". Sort by highest relevance. Select the fourth product that has at least 25 reviews, ensure it ships to \"France\". Add to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6189092397689819,
        "action_similarity": 0.8723694086074829,
        "ui_similarity": 0.6263303767157665
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    ],
    "query": {
      "episode_id": "22acf46cab80443bb7735f89ef91faf4",
      "goal": "Open Etsy. Search \"Coffee mugs\". Set price between \"$5\" and \"$20\". Sort results by highest price. Filter options that ships to the United States. Select the third item that is not an ad. Check seller\"s rating. Add it to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6191900074481964,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8990896642208099,
    "avg_ui_similarity": 0.6504224253466726
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "ae35990437c640668d506454eeb6b047",
          "goal": "Open Etsy. Check Cart for total price after updating quantities of any single item to 5.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8330502510070801,
        "action_similarity": 0.8373737335205078,
        "ui_similarity": 0.8043684177456664
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      {
        "episode": {
          "episode_id": "52243138263d41a580c468d90bf020ed",
          "goal": "Open Etsy. Open cart, adjust quantity of the first item to 3. Check for any applicable discount codes. What's the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8302144408226013,
        "action_similarity": 0.8974823355674744,
        "ui_similarity": 0.649174543284829
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    ],
    "query": {
      "episode_id": "a0d751e159da4d6d99c9c9ae2c65f2da",
      "goal": "Open Etsy. Check Cart for total price after updating quantities of any single item to 3.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8316323459148407,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8674280345439911,
    "avg_ui_similarity": 0.7267714805152476
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "23ab5957008740e693cdff2ad9c1371c",
          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7478685975074768,
        "action_similarity": 0.8656027913093567,
        "ui_similarity": 0.7753851342482719
      },
      {
        "episode": {
          "episode_id": "a6d3ebe7e3934beebb5a70285d97aa0f",
          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7348244190216064,
        "action_similarity": 0.7070280313491821,
        "ui_similarity": 0.6717243560683243
      }
    ],
    "query": {
      "episode_id": "3d6dbefb230f4fb8841354eb1d6829af",
      "goal": "Open Etsy. Search 'Womens Vintage clothing' in the search bar. Set price range $30-$70. Sort by relevance. Choose the third item, select available color, save it to the wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7413465082645416,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7863154113292694,
    "avg_ui_similarity": 0.7235547451582981
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "c76e287207a04d04b0c7ca7a8ab2e890",
          "goal": "Open Etsy. In the 'Home & Living' section, look for 'Kitchen storage'. Filter items priced under $25. Choose any item, read through item details, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6315559148788452,
        "action_similarity": 0.8540370464324951,
        "ui_similarity": 0.8499269454601323
      },
      {
        "episode": {
          "episode_id": "cb19a03b7074456cb7a31a9084227768",
          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6268012523651123,
        "action_similarity": 0.8126154541969299,
        "ui_similarity": 0.8159958272948747
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    ],
    "query": {
      "episode_id": "dd526be2d0174183bda23fc15bda9e79",
      "goal": "Open Etsy. Search \"Bath Accessories\". Limit price to \"$10\" and \"$40\". Sort by highest relevance. Select the fourth product that has at least 25 reviews, ensure it ships to \"France\". Add to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6291785836219788,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8333262503147125,
    "avg_ui_similarity": 0.8329613863775035
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "799f7e1588134c78a0649afe7c28c4f2",
          "goal": "Open Etsy. Open cart, decrease the quantity of the first item to 1. Look for any applicable discount codes. What is the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8959551453590393,
        "action_similarity": 0.8628287315368652,
        "ui_similarity": 0.600720083989857
      },
      {
        "episode": {
          "episode_id": "a74928d8db8a466b8fefead6eab3ba08",
          "goal": "Open Etsy. In the cart, change the first item number to 2. What is the total price in cart?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8309046030044556,
        "action_similarity": 0.8892326354980469,
        "ui_similarity": 0.7052154792885926
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    ],
    "query": {
      "episode_id": "52243138263d41a580c468d90bf020ed",
      "goal": "Open Etsy. Open cart, adjust quantity of the first item to 3. Check for any applicable discount codes. What's the total price now?",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8634298741817474,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.876030683517456,
    "avg_ui_similarity": 0.6529677816392248
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "799f7e1588134c78a0649afe7c28c4f2",
          "goal": "Open Etsy. Open cart, decrease the quantity of the first item to 1. Look for any applicable discount codes. What is the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8444599509239197,
        "action_similarity": 0.9478694796562195,
        "ui_similarity": 0.8397340425573825
      },
      {
        "episode": {
          "episode_id": "52243138263d41a580c468d90bf020ed",
          "goal": "Open Etsy. Open cart, adjust quantity of the first item to 3. Check for any applicable discount codes. What's the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8309046030044556,
        "action_similarity": 0.8892326354980469,
        "ui_similarity": 0.7052154792885924
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    ],
    "query": {
      "episode_id": "a74928d8db8a466b8fefead6eab3ba08",
      "goal": "Open Etsy. In the cart, change the first item number to 2. What is the total price in cart?",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8376822769641876,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9185510575771332,
    "avg_ui_similarity": 0.7724747609229874
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "cb19a03b7074456cb7a31a9084227768",
          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7982441782951355,
        "action_similarity": 0.7533295154571533,
        "ui_similarity": 0.8736102807041038
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      {
        "episode": {
          "episode_id": "01b586369c9b4f3bbd9090eabaddcf17",
          "goal": "Open Etsy. Within the \"Home & Living\" category, locate the \"Kitchen & Dining\" section. Arrange by relevance. Select any item and quantity 2. Add to cart and compare total price in cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7903540134429932,
        "action_similarity": 0.6869500279426575,
        "ui_similarity": 0.8661721946802484
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    ],
    "query": {
      "episode_id": "9ed0db1841c84a07860108407fe544ef",
      "goal": "Open Etsy. On the \"Craft Supplies & Tools\" tab, select \"Sewing & Fiber\". Sort by relevance. Choose a item. Add to cart. Check total price.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7942990958690643,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7201397716999054,
    "avg_ui_similarity": 0.8698912376921761
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "98716f49165f41c9acd5913e95c4d8c2",
          "goal": "Open Etsy. Search \"Summer Dresses\". Set the price range between \"$30\" and \"$80\". Sort the results by lowest price. Choose the third item. Analyze the item specifications. Select size \"S\" if possible. Add the item to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8036316633224487,
        "action_similarity": 0.6623871326446533,
        "ui_similarity": 0.792135397092049
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      {
        "episode": {
          "episode_id": "9c8c5db120ee4323af4d266cc3d26169",
          "goal": "Open Etsy. Search \"Shirt\". Set price between \"$50\" and \"$150\". Sort results by most recent. Filter free shipping. Select the first item that is not an ad. Check return policy. Choose any color and size M. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7561333179473877,
        "action_similarity": 0.6681067943572998,
        "ui_similarity": 0.728872440135222
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    ],
    "query": {
      "episode_id": "a6d3ebe7e3934beebb5a70285d97aa0f",
      "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7798824906349182,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6652469635009766,
    "avg_ui_similarity": 0.7605039186136355
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "a0e19564670c4359af333d39a18df42c",
          "goal": "Open Etsy. Search \"Handmade Necklace\". Set price between \"$15\" and \"$70\". Sort by most recent. Pick the third product that has more than 30 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8833659291267395,
        "action_similarity": 0.8926277160644531,
        "ui_similarity": 0.9669079538408687
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      {
        "episode": {
          "episode_id": "cb19a03b7074456cb7a31a9084227768",
          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6609856486320496,
        "action_similarity": 0.8468867540359497,
        "ui_similarity": 0.8302679467457524
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    ],
    "query": {
      "episode_id": "0871d604a2b442729e015d6ba2c39a5d",
      "goal": "Open Etsy. Search \"Handmade Bracelet\". Set price between \"$10\" and \"$50\". Sort by relevance. Pick the second product that has more than 25 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7721757888793945,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8697572350502014,
    "avg_ui_similarity": 0.8985879502933105
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  {
    "app": "etsy",
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        "episode": {
          "episode_id": "3623c66a0b0b4feab82d228108f8b9c6",
          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7526358962059021,
        "action_similarity": 0.7443272471427917,
        "ui_similarity": 0.7975425687030492
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      {
        "episode": {
          "episode_id": "a000d46f79aa496285f402081a942bc7",
          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6905418634414673,
        "action_similarity": 0.7531337738037109,
        "ui_similarity": 0.7133089965297621
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    ],
    "query": {
      "episode_id": "b40df5cc66774ed9926212a8aa955748",
      "goal": "Open Etsy. Look up \"Art & Collections\". Find \"Drawings\" under \"$100\". Add top 2 items from the results to the cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7215888798236847,
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    "split": "train",
    "avg_action_similarity": 0.7487305104732513,
    "avg_ui_similarity": 0.7554257826164057
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "3623c66a0b0b4feab82d228108f8b9c6",
          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7265127301216125,
        "action_similarity": 0.9147889018058777,
        "ui_similarity": 0.823661464274694
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      {
        "episode": {
          "episode_id": "a000d46f79aa496285f402081a942bc7",
          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7143299579620361,
        "action_similarity": 0.902607798576355,
        "ui_similarity": 0.7483284220338803
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    ],
    "query": {
      "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
      "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7204213440418243,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9086983501911163,
    "avg_ui_similarity": 0.7859949431542872
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "a6d3ebe7e3934beebb5a70285d97aa0f",
          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7461005449295044,
        "action_similarity": 0.7585937976837158,
        "ui_similarity": 0.9062291738541939
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      {
        "episode": {
          "episode_id": "23ab5957008740e693cdff2ad9c1371c",
          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7309417724609375,
        "action_similarity": 0.900915265083313,
        "ui_similarity": 0.7687766067982045
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    ],
    "query": {
      "episode_id": "575bb9ac6f1c4ae4a45dab903f556057",
      "goal": "Open Etsy. Go to \"Clothing\" category. Search for \"Men\"s Jeans\". Set price between \"$40\" and \"$200\". Sort by highest price. Choose a pair. Check seller\"s shipping and return policy. Add jeans to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.738521158695221,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8297545313835144,
    "avg_ui_similarity": 0.8375028903261992
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to find new shops. Follow the second shop that primarily sells \"Handmade Jewelry\". Add two items from this shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7741402983665466,
        "action_similarity": 0.876081645488739,
        "ui_similarity": 0.7703221510206997
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      {
        "episode": {
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          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7482367753982544,
        "action_similarity": 0.7305800914764404,
        "ui_similarity": 0.5126153215970386
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    "query": {
      "episode_id": "bfdaf347b3364e2885447f59b02ef091",
      "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7611885368824005,
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    "split": "train",
    "avg_action_similarity": 0.8033308684825897,
    "avg_ui_similarity": 0.6414687363088691
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8414880037307739,
        "action_similarity": 0.742756724357605,
        "ui_similarity": 0.642263063283216
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      {
        "episode": {
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          "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7741402983665466,
        "action_similarity": 0.876081645488739,
        "ui_similarity": 0.7703221510207003
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    ],
    "query": {
      "episode_id": "d71914aec8f442c0b9272d47f49b25f5",
      "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to find new shops. Follow the second shop that primarily sells \"Handmade Jewelry\". Add two items from this shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8078141510486603,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.809419184923172,
    "avg_ui_similarity": 0.7062926071519582
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "0871d604a2b442729e015d6ba2c39a5d",
          "goal": "Open Etsy. Search \"Handmade Bracelet\". Set price between \"$10\" and \"$50\". Sort by relevance. Pick the second product that has more than 25 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8833659291267395,
        "action_similarity": 0.8926277160644531,
        "ui_similarity": 0.9669079538408694
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      {
        "episode": {
          "episode_id": "979cd4ce874a4a2587deefa0fea5bbc9",
          "goal": "Open Etsy. In the \"Wedding & Party\" tab, select \"Jewelry\" and \"Necklaces\". Sort by highest relevance. Choose a gift item. Review the item details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6590425372123718,
        "action_similarity": 0.7586101293563843,
        "ui_similarity": 0.9454459296001595
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    ],
    "query": {
      "episode_id": "a0e19564670c4359af333d39a18df42c",
      "goal": "Open Etsy. Search \"Handmade Necklace\". Set price between \"$15\" and \"$70\". Sort by most recent. Pick the third product that has more than 30 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7712042331695557,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8256189227104187,
    "avg_ui_similarity": 0.9561769417205144
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  {
    "app": "etsy",
    "support": [
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        "episode": {
          "episode_id": "5538c9bd2d16415787349c23a9aabb2e",
          "goal": "Open Etsy. Under the \"Vintage\" category, find Vintage Watches. Browse the first 15 items. Select the 7th item. Add to favorites. Read the seller\"s history. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.623112678527832,
        "action_similarity": 0.8879919052124023,
        "ui_similarity": 0.8519712069179592
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      {
        "episode": {
          "episode_id": "5a5858f0f5de45d598481813e03c0f86",
          "goal": "Open Etsy. Using 'Recently viewed' feature, select first shop that sells 'Vintage Watches'. Select an item from the shop and check the shipping details.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6109647154808044,
        "action_similarity": 0.7215005159378052,
        "ui_similarity": 0.7262716684448784
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    ],
    "query": {
      "episode_id": "4ef710cc306a45f5b75cd74bde305792",
      "goal": "Open Etsy. Find Vintage Anklets. Browse first 20 items. Select 8th item. Add to wishlist. Check the delivery policy. Go to seller\"s page. Read about seller\"s introduction.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6170386970043182,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8047462105751038,
    "avg_ui_similarity": 0.7891214376814188
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "52243138263d41a580c468d90bf020ed",
          "goal": "Open Etsy. Open cart, adjust quantity of the first item to 3. Check for any applicable discount codes. What's the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7335021495819092,
        "action_similarity": 0.6675034761428833,
        "ui_similarity": 0.671296548660119
      },
      {
        "episode": {
          "episode_id": "86e7db3dbde3418cb1bd673d3a635f72",
          "goal": "Open Etsy. Perform a general search for \"Teen\"s Books\". Set price between \"$7\" and \"$30\". Sort results by relevance. Choose a book with at least 12 reviews, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7047690153121948,
        "action_similarity": 0.707033097743988,
        "ui_similarity": 0.8034090339672563
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    ],
    "query": {
      "episode_id": "6cf1858f732c43dd9a119a1a71a0b7af",
      "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to discover new shops. Follow the third shop that primarily sells \"Vintage Books\". Add three items from this shop to the cart. What\"s the total price now?",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.719135582447052,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6872682869434357,
    "avg_ui_similarity": 0.7373527913136877
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  {
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    "support": [
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        "episode": {
          "episode_id": "6ddd8f75ecd24c66a5e253f673693e0a",
          "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Furniture\". Save top three items from this shop to wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.70860755443573,
        "action_similarity": 0.864014744758606,
        "ui_similarity": 0.6930339449348861
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      {
        "episode": {
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          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6236084699630737,
        "action_similarity": 0.7497973442077637,
        "ui_similarity": 0.6428329731145873
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    ],
    "query": {
      "episode_id": "46a29f3f9c8f4d61a606de099bd98280",
      "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Posters\". Save top two items from this shop to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6661080121994019,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8069060444831848,
    "avg_ui_similarity": 0.6679334590247368
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
          "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6830160021781921,
        "action_similarity": 0.8529031276702881,
        "ui_similarity": 0.7658885371885207
      },
      {
        "episode": {
          "episode_id": "a000d46f79aa496285f402081a942bc7",
          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6412218809127808,
        "action_similarity": 0.8147789239883423,
        "ui_similarity": 0.8091443707575159
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    ],
    "query": {
      "episode_id": "e34494c2a02c4d93a34f7a171d84c483",
      "goal": "Open Etsy. Go to 'Art & Collectibles' section. Search for 'Painting'. Browse by \"Watercolor\". Sort by latest. Select second item and add it to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6621189415454865,
    "target_shot": 2,
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        "episode": {
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          "goal": "Open Teams. Set an Event to have a meeting named daily meeting from 3:30 pm to 5 pm every Tuesday in May.",
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      "domain": "Social Media & Messaging",
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  {
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        "episode": {
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          "goal": "Open Teams. Set an Event to have a meeting named Weekly Review from 2:00 pm to 3:30 pm every Friday in June.",
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        "episode": {
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          "goal": "Open Teams. Organize an event named \"Monthly Review\" every Friday for the next three months.",
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          "split": "train"
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        "similarity": 0.6742944121360779,
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      "goal": "Open Teams. Post a message in the \"General Discussion\" channel with \"Please complete your weekly reports by Friday\".",
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  {
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    ],
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      "goal": "Open Teams. Organize an event named \"Monthly Review\" every Friday for the next three months.",
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  {
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        "episode": {
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          "goal": "Open Teams. Share a OneDrive file named \"ProjectPlan.docx\" in the meeting named project update",
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      "domain": "Social Media & Messaging",
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  {
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      "goal": "Open Teams. Set an Event to have a meeting named Weekly Review from 2:00 pm to 3:30 pm every Friday in June.",
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    "app": "onedrive",
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        "episode": {
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    "app": "onedrive",
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    "app": "onedrive",
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        "episode": {
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  {
    "app": "onedrive",
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    "app": "onedrive",
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        "episode": {
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        "episode": {
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    "app": "onedrive",
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        "episode": {
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  {
    "app": "onedrive",
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        "episode": {
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        "episode": {
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    "app": "onedrive",
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      {
        "episode": {
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8408157229423523,
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      "goal": "Open Readera. Add the top book in \"Sci-fi\" category to \"To Read\"",
      "detected_app": "readera",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 2,
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  {
    "app": "readera",
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        "episode": {
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      "goal": "Open Readera. Delete the fifth book in \"Books documents\".",
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      "goal": "Open Readera. Change reading mode to day for the first book in \"Books & documents\".",
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        "episode": {
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    "query": {
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      "goal": "Open Google_News. Open the \"Sports\" news from the \"Headlines\" column, choose the second article and bookmark it.",
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        "episode": {
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        "episode": {
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    "query": {
      "episode_id": "cb03b92c3e864cbbb4ec5a9796ecf62b",
      "goal": "Open Google_News. Open the \"World\" section of the \"Headlines\" column and read the second article.",
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  {
    "app": "google_news",
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        "episode": {
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          "goal": "Open Google_News. Open the \"Headlines\" column, look for the second most recent news about \"Health\", bookmark the news for further reading.",
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          "domain": "News & Media",
          "split": "train"
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        "episode": {
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          "goal": "Open Google_News. Under the \"Newsstand\" tab, find a news source related to Health. Follow it.",
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    "query": {
      "episode_id": "c8b2a7b567c442908052d2e34925d084",
      "goal": "Open Google_News. Open the latest news about \"Health\" in the \"Headlines\" column, bookmark the news.",
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    "app": "bbc sports",
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          "detected_app": "bbc sports",
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          "goal": "Open BBC Sports. Edit 'My Sport' in the 'My Sport' tab. Add 'rugby' and save the changes.",
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      {
        "episode": {
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          "goal": "Open BBC Sports. Navigate to \"live_guide\", view the catch up events related to \"Rugby Union\".",
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      "goal": "Open BBC Sports. Go to the \"My Sport\" tab, add \"Rugby Union\" to the list and save the changes.",
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  {
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    "app": "bbc sports",
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        "episode": {
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          "goal": "Open BBC Sports. Check the football live scores on the 'Scores & Fixtures' tab.",
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    "query": {
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      "goal": "Open BBC Sports. Go to 'Football' section and check the latest scores of Premier League Matches.",
      "detected_app": "bbc sports",
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      "goal": "Open BBC Sports. In the 'Footbal' tab, search and browse the latest news on 'Rangnick.'",
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    "app": "bbc sports",
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        "episode": {
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    "query": {
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      "goal": "Open BBC Sports. Browse \"Formula 1\" and check the latest updates.",
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    "app": "bbc sports",
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        "similarity": 0.8174707889556885,
        "action_similarity": 0.8942133188247681,
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      {
        "episode": {
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          "goal": "Open BBC Sports. Look up the player stats for \"Mohamed Salah\" in the \"Football\" tab.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7150835990905762,
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    "query": {
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      "goal": "Open BBC Sports. In the 'football_team_pages', look up top player stats for the 'Arsenal' club.",
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      "domain": "News & Media",
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  {
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          "goal": "Open BBC Sports. Switch to the 'Rugby League' section and check the upcoming matches schedule.",
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    "query": {
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      "goal": "Open BBC Sports. Switch to the \"Athletics\" section and check the upcoming matches schedule.",
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  {
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      "goal": "Open BBC Sports. Search for \"Golf\" in the \"Sports\" tab and check the latest news.",
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  {
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          "goal": "Open BBC Sports. Open \"My Sport\" tab, customize sports interests to include \"Football\", \"Tennis\" and \"Athletics\".",
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        "episode": {
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          "goal": "Open BBC Sports. Edit 'My Sport' in the 'My Sport' tab. Add 'rugby' and save the changes.",
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    "query": {
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      "goal": "Open BBC Sports. Open 'My Sport' tab, customize sports interests to only include 'Rugby League', 'Golf' and 'Formula 1'.",
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          "goal": "Open BBC Sports. Explore the 'Football team pages' for 'Chelsea' and look at the upcoming fixtures.",
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    "query": {
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      "goal": "Open BBC Sports. In the \"Football\" tab, find the upcoming fixtures of \"Chelsea\".",
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  {
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      {
        "episode": {
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          "goal": "Open BBC Sports. Explore the 'Football team pages' for 'Chelsea' and look at the upcoming fixtures.",
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      "goal": "Open BBC Sports. Open \"Football\" and select \"Premier League\". Choose \"fixtures\" and check the next match date of \"Chelsea FC\".",
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      "goal": "Open BBC Sports. Check out the 'Live Guide' for today's cricket matches.",
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    "app": "bbc sports",
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          "goal": "Open BBC Sports. From the home page, access the \"live_scores_match_stats\" feature and look up the results of the latest cricket matches.",
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        "episode": {
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          "goal": "Open BBC Sports. Search for the latest cricket match updates on the 'Scores' tab.",
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      "goal": "Open BBC Sports. In the \"Cricket\" section, look up the latest player stats for the \"India\" team.",
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  {
    "app": "bbc sports",
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        "episode": {
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          "goal": "Open BBC Sports. Browse the latest news in 'Formula 1'.",
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      "goal": "Open BBC Sports. In the \"Formula 1\" section, check the latest race results.",
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  {
    "app": "bbc sports",
    "support": [
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        "episode": {
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          "goal": "Open BBC Sports. Go to the \"My Sport\" tab, add \"Rugby Union\" to the list and save the changes.",
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        "episode": {
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          "goal": "Open BBC Sports. Edit \"My sport\" in the \"My sport\" tab. Remove \"cricket\" and save the changes.",
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    "query": {
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      "goal": "Open BBC Sports. Edit 'My Sport' in the 'My Sport' tab. Add 'rugby' and save the changes.",
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  {
    "app": "ikea hk",
    "support": [
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          "goal": "Open IKEA HK. Click on your wishlist. Check the total price of the items in your wishlist. Remove the second item from your wishlist.",
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          "domain": "E-Commerce & Shopping",
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        "similarity": 0.754274308681488,
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        "episode": {
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          "goal": "Open IKEA HK. Search \"Office Desk\". Sort the items by highest recommended. Select the third item, add it to the cart. What is the total price now?",
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        "similarity": 0.6279369592666626,
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    "query": {
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      "goal": "Open IKEA HK. Open \"Decoration\". Navigate to \"Mirrors\" category. Add the second item to wishlist. What is the price after adding it to wishlist?",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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  {
    "app": "ikea hk",
    "support": [
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          "goal": "Open IKEA HK. Open search and input \"Dining chairs\". Filter by colour to \"White\". Select the third item. Check weight capacity and material used. Add to cart.",
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        "similarity": 0.738651692867279,
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        "episode": {
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          "goal": "Open IKEA HK. Search \"Office furniture\". Filter by \"under $200\". Select the second item. Check the item\"s product details and shipping information.",
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          "domain": "E-Commerce & Shopping",
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        "similarity": 0.6506686210632324,
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    ],
    "query": {
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      "goal": "Open IKEA HK. Search \"Gaming Chair\". Sort the items by lowest price. Select the first item that is relevant. Change the number to 2 and add to cart. Save the item to wishlist. Check the information of package weight and size.",
      "detected_app": "ikea hk",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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  {
    "app": "ikea hk",
    "support": [
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        "episode": {
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          "goal": "Open IKEA HK. Open search and type \"Office desk\". Navigate to the subcategory \"Tables\". Select the second item and check its dimension. Add it to the shopping list.",
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        "similarity": 0.7896727919578552,
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      {
        "episode": {
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          "goal": "Open IKEA HK. Search \"Office Desk\". Sort the items by highest recommended. Select the third item, add it to the cart. What is the total price now?",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6735387444496155,
        "action_similarity": 0.8220163583755493,
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    ],
    "query": {
      "episode_id": "24af565e127b451897180d8dd825a026",
      "goal": "Open IKEA HK. Search \"Office Desk\". Sort items by recommended. Select the second item. Change the quantity to 1 and add to cart. Save the item to favorites. Check for the dimension details.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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  {
    "app": "ikea hk",
    "support": [
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        "episode": {
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          "goal": "Open IKEA HK. Search \"kitchen table\". Filter by \"Availability: Abailable Online\". Select fifth item. What is the care instructions for this item?",
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          "domain": "E-Commerce & Shopping",
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        "similarity": 0.7896506786346436,
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      {
        "episode": {
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          "goal": "Open IKEA HK. Search \"outdoor table\". Filter by \"Abailability: Abailable Online\". Select third item. What is the care instruction for this item?",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6599616408348083,
        "action_similarity": 0.7617500424385071,
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    ],
    "query": {
      "episode_id": "861da9bcf57f434688e5d3c6df83c958",
      "goal": "Open IKEA HK. Search \"dining chair\". Filter by \"New products\". Select the first item. What are the care instructions for this item?",
      "detected_app": "ikea hk",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.724806159734726,
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    "split": "train",
    "avg_action_similarity": 0.7669077217578888,
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  {
    "app": "ikea hk",
    "support": [
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        "episode": {
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          "goal": "Open IKEA HK. Navigate to \"Bedroom\" category. Search for single beds. Set filter by \"New products\". What\"s the price of the first item?",
          "detected_app": "ikea hk",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8203409910202026,
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          "domain": "E-Commerce & Shopping",
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      "goal": "Open Wego. Find a one-way flight from Sydney to Los Angeles on December 10. 3 adults. Business class cabin. Sort by cheapest.",
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      "domain": "E-Commerce & Shopping",
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          "goal": "Open Wego. Search hotels in Rome, from 1 December to 8 December. 4 guests in 2 rooms. Five stars. Book on Wego and official hotel website. Sort by closest to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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    "query": {
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      "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
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          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6760876178741455,
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          "goal": "Open Wego. Search a one-way flight from Stockholm to Rome. Departure date 30 August. 2 adults. First class. Any Payment types is ok. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6744833588600159,
        "action_similarity": 0.7708252668380737,
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    "query": {
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      "goal": "Open Wego. Search multi-city flights from Rome to Geneva on July 8, from Geneva to Madrid on July 10 and from Madrid to Rome on July 12. 2 adults. First class. Payment with debit card. Sort by best deals.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
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    "support": [
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          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7667026519775391,
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      {
        "episode": {
          "episode_id": "300d139bf3b541e7a7eff24274f66918",
          "goal": "Open Wego. Search hotels in Paris, from 5 July to 12 July. 2 guests and no child in 1 room. Five stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7563170790672302,
        "action_similarity": 0.92685467004776,
        "ui_similarity": 0.8845953907281201
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    ],
    "query": {
      "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
      "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7615098655223846,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8441308736801147,
    "avg_ui_similarity": 0.9030587292488436
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "f26ca44083ef4d7d859596da38fc3437",
          "goal": "Open Wego. Search a round trip flight from Beijing to Vancouver. Departure date is August 1, return date is August 31. 1 adult and 2 children. Business class cabin. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8118011951446533,
        "action_similarity": 0.8759691715240479,
        "ui_similarity": 0.9640434272827652
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      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8117874264717102,
        "action_similarity": 0.8197680711746216,
        "ui_similarity": 0.9701655202487761
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    ],
    "query": {
      "episode_id": "9ffee6a479894690a112c24767f46a58",
      "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8117943108081818,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8478686213493347,
    "avg_ui_similarity": 0.9671044737657706
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.75066077709198,
        "action_similarity": 0.875643789768219,
        "ui_similarity": 0.8714522891579546
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      {
        "episode": {
          "episode_id": "935974414a81483eae0058692a26d983",
          "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7446107268333435,
        "action_similarity": 0.8417661190032959,
        "ui_similarity": 0.9692079551207157
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    ],
    "query": {
      "episode_id": "2d56090082b642de8c744acef97dd1f6",
      "goal": "Open Wego. Search for a business class return flight from Sydney to Tokyo. Departure date is 10 October, return date is 20 October. 2 adults. Any Payment types is ok. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7476357519626617,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8587049543857574,
    "avg_ui_similarity": 0.9203301221393352
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7779020071029663,
        "action_similarity": 0.8951861262321472,
        "ui_similarity": 0.9686559567928292
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      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7453837394714355,
        "action_similarity": 0.8971951007843018,
        "ui_similarity": 0.9110144858840253
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    ],
    "query": {
      "episode_id": "582ab6ecaaf047199d3c71478c47a7e7",
      "goal": "Open Wego. Search a one-way flight from Madrid to Vienna on June 10. 2 adults. Economy class. Payment with MasterCard. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7616428732872009,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8961906135082245,
    "avg_ui_similarity": 0.9398352213384273
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6786505579948425,
        "action_similarity": 0.7283666133880615,
        "ui_similarity": 0.9652509713959843
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      {
        "episode": {
          "episode_id": "8a5c571d94b24897a3bb706f8e948bfd",
          "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6687371134757996,
        "action_similarity": 0.8287723064422607,
        "ui_similarity": 0.9129311361451867
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    ],
    "query": {
      "episode_id": "9d10bb7df4aa4fd3a7b4f33dabeb6573",
      "goal": "Open Wego. Search hotels in Istanbul, from 20 November to 30 November. 4 guests in 2 rooms. Five stars. Sort by guest rating. Search by name Four Seasons.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.673693835735321,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7785694599151611,
    "avg_ui_similarity": 0.9390910537705854
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "f7e771e759304491b6017f84d872f728",
          "goal": "Open Wego. Search hotels in Rome, from 1 December to 8 December. 4 guests in 2 rooms. Five stars. Book on Wego and official hotel website. Sort by closest to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9257050156593323,
        "action_similarity": 0.7085397839546204,
        "ui_similarity": 0.8061358095622649
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      {
        "episode": {
          "episode_id": "8a5c571d94b24897a3bb706f8e948bfd",
          "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9169257879257202,
        "action_similarity": 0.7562777996063232,
        "ui_similarity": 0.865355070593112
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    ],
    "query": {
      "episode_id": "8fe95867615043deb0da4065606d4e39",
      "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9213154017925262,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7324087917804718,
    "avg_ui_similarity": 0.8357454400776885
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7583898305892944,
        "action_similarity": 0.8841049671173096,
        "ui_similarity": 0.8880220450575453
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7316195368766785,
        "action_similarity": 0.9081464409828186,
        "ui_similarity": 0.891631668839547
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    ],
    "query": {
      "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
      "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7450046837329865,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8961257040500641,
    "avg_ui_similarity": 0.8898268569485461
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7bb9b74a37a2496ba6ec8e599f41a409",
          "goal": "Open Wego. Book a one-way flight from Moscow to Berlin on August 10. 2 adults and 1 child. Business class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8994836211204529,
        "action_similarity": 0.9495864510536194,
        "ui_similarity": 0.9633051112451656
      },
      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7245763540267944,
        "action_similarity": 0.8324702978134155,
        "ui_similarity": 0.9702714588033773
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    ],
    "query": {
      "episode_id": "a0b55ccd74184877b6f4d826a9740832",
      "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8120299875736237,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8910283744335175,
    "avg_ui_similarity": 0.9667882850242715
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7571094632148743,
        "action_similarity": 0.8690104484558105,
        "ui_similarity": 0.8144217205553093
      },
      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.753355860710144,
        "action_similarity": 0.6080507040023804,
        "ui_similarity": 0.9480552947036512
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    ],
    "query": {
      "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
      "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7552326619625092,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7385305762290955,
    "avg_ui_similarity": 0.8812385076294802
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8195470571517944,
        "action_similarity": 0.9086756706237793,
        "ui_similarity": 0.9034232509331521
      },
      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.724321186542511,
        "action_similarity": 0.8196302056312561,
        "ui_similarity": 0.865111933831893
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    ],
    "query": {
      "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
      "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7719341218471527,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8641529381275177,
    "avg_ui_similarity": 0.8842675923825225
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "ab8de9f801f94cc89e0cbc0f0c64538a",
          "goal": "Open Wego. Search a return flight from Cairo to Dubai. Departure date 22 May, return date 1 June. 1 adult, economy class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8758739233016968,
        "action_similarity": 0.9146389365196228,
        "ui_similarity": 0.9638435927245042
      },
      {
        "episode": {
          "episode_id": "9a652cefd74b4e60a55df8863e88001b",
          "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6630959510803223,
        "action_similarity": 0.8896792531013489,
        "ui_similarity": 0.8450087923809602
      }
    ],
    "query": {
      "episode_id": "b70bde6758d44ec88605baf013f5932a",
      "goal": "Open Wego. Search a one-way flight from Cairo to Dubai on July 5. 2 adults. Business class. Payment with MasterCard. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7694849371910095,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9021590948104858,
    "avg_ui_similarity": 0.9044261925527322
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "3593f481b6c44b209960f1befc211820",
          "goal": "Open Wego. Search multi-city flights from Rome to Geneva on July 8, from Geneva to Madrid on July 10 and from Madrid to Rome on July 12. 2 adults. First class. Payment with debit card. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6744833588600159,
        "action_similarity": 0.7708252668380737,
        "ui_similarity": 0.8884220724948062
      },
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6685094833374023,
        "action_similarity": 0.8496859669685364,
        "ui_similarity": 0.9654657216913449
      }
    ],
    "query": {
      "episode_id": "d8b1be6114d34bceb5f5f59a09a41352",
      "goal": "Open Wego. Search a one-way flight from Stockholm to Rome. Departure date 30 August. 2 adults. First class. Any Payment types is ok. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6714964210987091,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.810255616903305,
    "avg_ui_similarity": 0.9269438970930756
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
          "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.759064793586731,
        "action_similarity": 0.8553035259246826,
        "ui_similarity": 0.8761405394849902
      },
      {
        "episode": {
          "episode_id": "a1bfe954487b4aeeac48218e2d5498b3",
          "goal": "Open Wego. Find a one-way flight from Chicago to Los Angeles on August 3. 1 adult. Economy class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7425812482833862,
        "action_similarity": 0.8927197456359863,
        "ui_similarity": 0.8515405221628611
      }
    ],
    "query": {
      "episode_id": "4eaedd30e39645899a0a07564189dae2",
      "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7508230209350586,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8740116357803345,
    "avg_ui_similarity": 0.8638405308239256
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7309296727180481,
        "action_similarity": 0.8291205763816833,
        "ui_similarity": 0.8350017945058091
      },
      {
        "episode": {
          "episode_id": "ab8de9f801f94cc89e0cbc0f0c64538a",
          "goal": "Open Wego. Search a return flight from Cairo to Dubai. Departure date 22 May, return date 1 June. 1 adult, economy class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.716970682144165,
        "action_similarity": 0.8569332957267761,
        "ui_similarity": 0.8717363771304178
      }
    ],
    "query": {
      "episode_id": "9a652cefd74b4e60a55df8863e88001b",
      "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7239501774311066,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8430269360542297,
    "avg_ui_similarity": 0.8533690858181135
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8158092498779297,
        "action_similarity": 0.9205851554870605,
        "ui_similarity": 0.9924983787530427
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      {
        "episode": {
          "episode_id": "3fb2904f8d7a4088a139f678b2e6ba34",
          "goal": "Open Wego. Search for a first class return flight from Singapore to Hong Kong. Departure date is 10 November, return date is 20 November. 3 adults. Any Payment types is ok. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7152566313743591,
        "action_similarity": 0.8871581554412842,
        "ui_similarity": 0.9581298687929611
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    ],
    "query": {
      "episode_id": "bcf795cd9c13487980cf72ac46c7fd36",
      "goal": "Open Wego. Search a one-way flight from Delhi to Singapore on August 15. 2 adults. Business class. Payment with Visa Card. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7655329406261444,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9038716554641724,
    "avg_ui_similarity": 0.9753141237730019
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a0b55ccd74184877b6f4d826a9740832",
          "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8994836211204529,
        "action_similarity": 0.9495864510536194,
        "ui_similarity": 0.9633051112451658
      },
      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6708112955093384,
        "action_similarity": 0.8435488939285278,
        "ui_similarity": 0.9619187235430718
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    ],
    "query": {
      "episode_id": "7bb9b74a37a2496ba6ec8e599f41a409",
      "goal": "Open Wego. Book a one-way flight from Moscow to Berlin on August 10. 2 adults and 1 child. Business class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7851474583148956,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8965676724910736,
    "avg_ui_similarity": 0.9626119173941188
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "c55c34594d914e74b16d7222690e66df",
          "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394582867622375,
        "action_similarity": 0.8822234869003296,
        "ui_similarity": 0.8583636009021941
      },
      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7563170790672302,
        "action_similarity": 0.92685467004776,
        "ui_similarity": 0.8845953907281201
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    ],
    "query": {
      "episode_id": "300d139bf3b541e7a7eff24274f66918",
      "goal": "Open Wego. Search hotels in Paris, from 5 July to 12 July. 2 guests and no child in 1 room. Five stars. Search by name Ritz Carlton.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7978876829147339,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9045390784740448,
    "avg_ui_similarity": 0.871479495815157
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7603432536125183,
        "action_similarity": 0.9110740423202515,
        "ui_similarity": 0.8597874831485494
      },
      {
        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7592816352844238,
        "action_similarity": 0.9358704090118408,
        "ui_similarity": 0.9879887396839753
      }
    ],
    "query": {
      "episode_id": "e4f19b4836374bc2adf497372d721bbd",
      "goal": "Open Wego. Search a return flight from Miami to New York, depart on August 15 and return on August 30. 1 adult, Business class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7598124444484711,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9234722256660461,
    "avg_ui_similarity": 0.9238881114162623
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8118011951446533,
        "action_similarity": 0.8759691715240479,
        "ui_similarity": 0.9640434272827652
      },
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7619179487228394,
        "action_similarity": 0.8998060822486877,
        "ui_similarity": 0.8627779478248515
      }
    ],
    "query": {
      "episode_id": "f26ca44083ef4d7d859596da38fc3437",
      "goal": "Open Wego. Search a round trip flight from Beijing to Vancouver. Departure date is August 1, return date is August 31. 1 adult and 2 children. Business class cabin. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7868595719337463,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8878876268863678,
    "avg_ui_similarity": 0.9134106875538084
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7488318085670471,
        "action_similarity": 0.8729145526885986,
        "ui_similarity": 0.984673847941755
      },
      {
        "episode": {
          "episode_id": "20b91da3dcef42e08bc4a084507ed181",
          "goal": "Open Wego. Find multi-city flights from Amsterdam to Athens on May 5, from Athens to Cairo on May 8 and from Cairo back to Amsterdam on May 12. 1 adult. First class. Sort by price and filter only book on Wego. The price must be under US$3000.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6704612970352173,
        "action_similarity": 0.8440155386924744,
        "ui_similarity": 0.8614826688417735
      }
    ],
    "query": {
      "episode_id": "adc131f0d2434635b2fa4a8c93b72395",
      "goal": "Open Wego. Find a one-way flight from Boston to Amsterdam on May 5. 1 adult. Business class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7096465528011322,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8584650456905365,
    "avg_ui_similarity": 0.9230782583917643
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8000595569610596,
        "action_similarity": 0.9336189031600952,
        "ui_similarity": 0.9796650163850107
      },
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7766457796096802,
        "action_similarity": 0.9156523942947388,
        "ui_similarity": 0.8637034184301463
      }
    ],
    "query": {
      "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
      "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7883526682853699,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.924635648727417,
    "avg_ui_similarity": 0.9216842174075786
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "14346d3d0a2e4eaab99c64af2582d1e0",
          "goal": "Open Wego. Search hotels in Sydney, from 1 December to 7 December. 2 guests in 1 room. Four stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8905054926872253,
        "action_similarity": 0.8224076628684998,
        "ui_similarity": 0.9676002711847196
      },
      {
        "episode": {
          "episode_id": "898520a347a04d489fd48ade74417220",
          "goal": "Open Wego. Search hotels in Amsterdam, from 15 December to 25 December. 2 guests in 1 room. Four stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7044521570205688,
        "action_similarity": 0.766539454460144,
        "ui_similarity": 0.9643857197069153
      }
    ],
    "query": {
      "episode_id": "dd8b40732c6a4978a5f649d1ef199df7",
      "goal": "Open Wego. Search hotels in Sydney, from 1 January to 7 January. 2 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7974788248538971,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7944735586643219,
    "avg_ui_similarity": 0.9659929954458175
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
          "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7583898901939392,
        "action_similarity": 0.8841049671173096,
        "ui_similarity": 0.8880220450575453
      },
      {
        "episode": {
          "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
          "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.757109522819519,
        "action_similarity": 0.8690104484558105,
        "ui_similarity": 0.8144217205553093
      }
    ],
    "query": {
      "episode_id": "17d502da33b349dca2878df4485aa55b",
      "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7577497065067291,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8765577077865601,
    "avg_ui_similarity": 0.8512218828064273
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.793028712272644,
        "action_similarity": 0.8741583824157715,
        "ui_similarity": 0.9865173708902542
      },
      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7366319298744202,
        "action_similarity": 0.8264039158821106,
        "ui_similarity": 0.9885359496964724
      }
    ],
    "query": {
      "episode_id": "f157d0291e63406d838364e6015ab017",
      "goal": "Open Wego. Find a one-way flight from Shanghai to Taipei on December 16. 1 adult and 1 child. Business class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7648303210735321,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.850281149148941,
    "avg_ui_similarity": 0.9875266602933632
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8013850450515747,
        "action_similarity": 0.8512362241744995,
        "ui_similarity": 0.8578974168777604
      },
      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7010401487350464,
        "action_similarity": 0.9568676352500916,
        "ui_similarity": 0.970381477740925
      }
    ],
    "query": {
      "episode_id": "c109e947878b4b70bad60bc53395ca51",
      "goal": "Open Wego. Search a return flight from Paris to Shanghai. Departure date 14 June, return date 24 June. 2 adults, first class. Any Payment types is ok. Sort by least stops.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7512125968933105,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9040519297122955,
    "avg_ui_similarity": 0.9141394473093427
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7164249420166016,
        "action_similarity": 0.9194580316543579,
        "ui_similarity": 0.9685199464809037
      },
      {
        "episode": {
          "episode_id": "a51d4db6aab9435c912fe5fad4fe6fd6",
          "goal": "Open Wego. Search a one-way flight from London to Hong Kong. Departure date 5 September. 2 adults and 1 infant. First class cabin. Any Payment types is ok. Sort by least stops.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7156323194503784,
        "action_similarity": 0.8891028165817261,
        "ui_similarity": 0.9786795198755003
      }
    ],
    "query": {
      "episode_id": "3fb2904f8d7a4088a139f678b2e6ba34",
      "goal": "Open Wego. Search for a first class return flight from Singapore to Hong Kong. Departure date is 10 November, return date is 20 November. 3 adults. Any Payment types is ok. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.71602863073349,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.904280424118042,
    "avg_ui_similarity": 0.973599733178202
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7328514456748962,
        "action_similarity": 0.889320969581604,
        "ui_similarity": 0.9714352481380935
      },
      {
        "episode": {
          "episode_id": "490751ad57c94d64a4026987021f9ca0",
          "goal": "Open Wego. Find a round trip flight from Sydney to Auckland. Departure date is October 1, return date is October 20. 1 Adult. Premium Economy class. Sort by most popular. Only direct flights are preferred.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7087974548339844,
        "action_similarity": 0.8733346462249756,
        "ui_similarity": 0.8669839632174988
      }
    ],
    "query": {
      "episode_id": "0b2cf11ec1a541c18f837dfd183eb9f9",
      "goal": "Open Wego. Search a one-way flight from Toronto to Sydney. Departure date 1 June. 2 adults and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7208244502544403,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8813278079032898,
    "avg_ui_similarity": 0.9192096056777961
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9671926498413086,
        "action_similarity": 0.9031610488891602,
        "ui_similarity": 0.8603055225996394
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      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8048258423805237,
        "action_similarity": 0.8470560312271118,
        "ui_similarity": 0.8445231057971839
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    "query": {
      "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
      "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8860092461109161,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.875108540058136,
    "avg_ui_similarity": 0.8524143141984117
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "c55c34594d914e74b16d7222690e66df",
          "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7519551515579224,
        "action_similarity": 0.9100514650344849,
        "ui_similarity": 0.8743583793703958
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      {
        "episode": {
          "episode_id": "f7b110d9e8f74c19834ed4de634e460e",
          "goal": "Open Wego. Search hotels in Bangkok, from 20 December to 26 December. 3 guests in 1 room. Three stars. Search by name Oasis Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.674922525882721,
        "action_similarity": 0.874729573726654,
        "ui_similarity": 0.9779256851177737
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    ],
    "query": {
      "episode_id": "9dc59983c64345f2a8789a4780dbe576",
      "goal": "Open Wego. Search hotels in Dubai, from 25 December to 31 December. 2 guests in 1 room. Five stars. Sort by guest rating. Search by name Burj Al Arab.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7134388387203217,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8923905193805695,
    "avg_ui_similarity": 0.9261420322440848
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7473711967468262,
        "action_similarity": 0.8785993456840515,
        "ui_similarity": 0.981224476370212
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      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7187082171440125,
        "action_similarity": 0.6972474455833435,
        "ui_similarity": 0.9184958551759695
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    ],
    "query": {
      "episode_id": "898520a347a04d489fd48ade74417220",
      "goal": "Open Wego. Search hotels in Amsterdam, from 15 December to 25 December. 2 guests in 1 room. Four stars. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7330397069454193,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7879233956336975,
    "avg_ui_similarity": 0.9498601657730907
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
          "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7212789058685303,
        "action_similarity": 0.8523543477058411,
        "ui_similarity": 0.9462062901696
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      {
        "episode": {
          "episode_id": "0b2cf11ec1a541c18f837dfd183eb9f9",
          "goal": "Open Wego. Search a one-way flight from Toronto to Sydney. Departure date 1 June. 2 adults and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7087974548339844,
        "action_similarity": 0.8733346462249756,
        "ui_similarity": 0.8669839632174992
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    ],
    "query": {
      "episode_id": "490751ad57c94d64a4026987021f9ca0",
      "goal": "Open Wego. Find a round trip flight from Sydney to Auckland. Departure date is October 1, return date is October 20. 1 Adult. Premium Economy class. Sort by most popular. Only direct flights are preferred.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7150381803512573,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8628444969654083,
    "avg_ui_similarity": 0.9065951266935496
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394159078598022,
        "action_similarity": 0.8879506587982178,
        "ui_similarity": 0.9836331406685209
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      {
        "episode": {
          "episode_id": "ecb4ff3b02984fea9f230949f1466128",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Honolulu on May 21. 2 adults and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8132076859474182,
        "action_similarity": 0.7978193759918213,
        "ui_similarity": 0.965975436478872
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    ],
    "query": {
      "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
      "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8263117969036102,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8428850173950195,
    "avg_ui_similarity": 0.9748042885736965
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9489526748657227,
        "action_similarity": 0.6608507633209229,
        "ui_similarity": 0.9134249541720287
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      {
        "episode": {
          "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
          "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7503206133842468,
        "action_similarity": 0.818709135055542,
        "ui_similarity": 0.8105943443149083
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    ],
    "query": {
      "episode_id": "200b0788d34041768460a0465a4e85ee",
      "goal": "Open Wego. Search hotels in Barcelona, from 20 November to 27 November. 3 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by proximity to city center.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8496366441249847,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7397799491882324,
    "avg_ui_similarity": 0.8620096492434686
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8178761005401611,
        "action_similarity": 0.8771970868110657,
        "ui_similarity": 0.9691809923249441
      },
      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8132075667381287,
        "action_similarity": 0.7978193759918213,
        "ui_similarity": 0.965975436478872
      }
    ],
    "query": {
      "episode_id": "ecb4ff3b02984fea9f230949f1466128",
      "goal": "Open Wego. Book a one-way flight from Tokyo to Honolulu on May 21. 2 adults and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8155418336391449,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8375082314014435,
    "avg_ui_similarity": 0.967578214401908
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394157886505127,
        "action_similarity": 0.8879506587982178,
        "ui_similarity": 0.9836331406685209
      },
      {
        "episode": {
          "episode_id": "ecb4ff3b02984fea9f230949f1466128",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Honolulu on May 21. 2 adults and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8178761005401611,
        "action_similarity": 0.8771970868110657,
        "ui_similarity": 0.9691809923249441
      }
    ],
    "query": {
      "episode_id": "a23e3a1e3179487482b34b82429892a2",
      "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8286459445953369,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8825738728046417,
    "avg_ui_similarity": 0.9764070664967326
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "9a652cefd74b4e60a55df8863e88001b",
          "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7309296727180481,
        "action_similarity": 0.8291205763816833,
        "ui_similarity": 0.835001794505809
      },
      {
        "episode": {
          "episode_id": "a0b55ccd74184877b6f4d826a9740832",
          "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7245763540267944,
        "action_similarity": 0.8324702978134155,
        "ui_similarity": 0.9702714588033773
      }
    ],
    "query": {
      "episode_id": "4dc054cedf2740569f24350233f01609",
      "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7277530133724213,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8307954370975494,
    "avg_ui_similarity": 0.9026366266545931
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "34964d1cc744411aaf0a7493e211469c",
          "goal": "Open Wego. Find a one-way flight from Rio De Janeiro to Santiago on May 5. 1 adult. First class cabin. Any payment methods are ok. Sort by earliest timing and filter only book on Wego.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7182405591011047,
        "action_similarity": 0.852335512638092,
        "ui_similarity": 0.8386174312616431
      },
      {
        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6898435354232788,
        "action_similarity": 0.8050204515457153,
        "ui_similarity": 0.95431903670884
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    ],
    "query": {
      "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
      "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7040420472621918,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8286779820919037,
    "avg_ui_similarity": 0.8964682339852416
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
          "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6898435354232788,
        "action_similarity": 0.8050204515457153,
        "ui_similarity": 0.9543190367088397
      },
      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6832703948020935,
        "action_similarity": 0.8814151287078857,
        "ui_similarity": 0.8220742199727495
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    ],
    "query": {
      "episode_id": "74c7f4de470442f9be0914eb557efbea",
      "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6865569651126862,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8432177901268005,
    "avg_ui_similarity": 0.8881966283407946
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9671926498413086,
        "action_similarity": 0.9031610488891602,
        "ui_similarity": 0.8603055225996394
      },
      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8117874264717102,
        "action_similarity": 0.8197680711746216,
        "ui_similarity": 0.970165520248776
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    ],
    "query": {
      "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
      "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8894900381565094,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8614645600318909,
    "avg_ui_similarity": 0.9152355214242077
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9257050156593323,
        "action_similarity": 0.7085397839546204,
        "ui_similarity": 0.8061358095622647
      },
      {
        "episode": {
          "episode_id": "8a5c571d94b24897a3bb706f8e948bfd",
          "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8826203942298889,
        "action_similarity": 0.8694930076599121,
        "ui_similarity": 0.9749622443247011
      }
    ],
    "query": {
      "episode_id": "f7e771e759304491b6017f84d872f728",
      "goal": "Open Wego. Search hotels in Rome, from 1 December to 8 December. 4 guests in 2 rooms. Five stars. Book on Wego and official hotel website. Sort by closest to city center.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.9041627049446106,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7890163958072662,
    "avg_ui_similarity": 0.8905490269434829
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
          "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7182405591011047,
        "action_similarity": 0.852335512638092,
        "ui_similarity": 0.8386174312616431
      },
      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7178149819374084,
        "action_similarity": 0.8885655403137207,
        "ui_similarity": 0.9375228625421179
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    ],
    "query": {
      "episode_id": "34964d1cc744411aaf0a7493e211469c",
      "goal": "Open Wego. Find a one-way flight from Rio De Janeiro to Santiago on May 5. 1 adult. First class cabin. Any payment methods are ok. Sort by earliest timing and filter only book on Wego.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7180277705192566,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8704505264759064,
    "avg_ui_similarity": 0.8880701469018806
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "dd8b40732c6a4978a5f649d1ef199df7",
          "goal": "Open Wego. Search hotels in Sydney, from 1 January to 7 January. 2 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8905054926872253,
        "action_similarity": 0.8224076628684998,
        "ui_similarity": 0.9676002711847196
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      {
        "episode": {
          "episode_id": "c55c34594d914e74b16d7222690e66df",
          "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7105095982551575,
        "action_similarity": 0.8787288665771484,
        "ui_similarity": 0.9864991785739418
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    ],
    "query": {
      "episode_id": "14346d3d0a2e4eaab99c64af2582d1e0",
      "goal": "Open Wego. Search hotels in Sydney, from 1 December to 7 December. 2 guests in 1 room. Four stars. Search by name Marriott Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8005075454711914,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8505682647228241,
    "avg_ui_similarity": 0.9770497248793306
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "adc131f0d2434635b2fa4a8c93b72395",
          "goal": "Open Wego. Find a one-way flight from Boston to Amsterdam on May 5. 1 adult. Business class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6704612970352173,
        "action_similarity": 0.8440155386924744,
        "ui_similarity": 0.8614826688417739
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      {
        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.666797399520874,
        "action_similarity": 0.830028772354126,
        "ui_similarity": 0.8760026060347116
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    ],
    "query": {
      "episode_id": "20b91da3dcef42e08bc4a084507ed181",
      "goal": "Open Wego. Find multi-city flights from Amsterdam to Athens on May 5, from Athens to Cairo on May 8 and from Cairo back to Amsterdam on May 12. 1 adult. First class. Sort by price and filter only book on Wego. The price must be under US$3000.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6686293482780457,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8370221555233002,
    "avg_ui_similarity": 0.8687426374382428
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "4eaedd30e39645899a0a07564189dae2",
          "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7590647339820862,
        "action_similarity": 0.8553035259246826,
        "ui_similarity": 0.8761405394849904
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      {
        "episode": {
          "episode_id": "a51d4db6aab9435c912fe5fad4fe6fd6",
          "goal": "Open Wego. Search a one-way flight from London to Hong Kong. Departure date 5 September. 2 adults and 1 infant. First class cabin. Any Payment types is ok. Sort by least stops.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7398514747619629,
        "action_similarity": 0.9343568682670593,
        "ui_similarity": 0.87365367944309
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    ],
    "query": {
      "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
      "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7494581043720245,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.894830197095871,
    "avg_ui_similarity": 0.8748971094640402
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "200b0788d34041768460a0465a4e85ee",
          "goal": "Open Wego. Search hotels in Barcelona, from 20 November to 27 November. 3 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by proximity to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9489526748657227,
        "action_similarity": 0.6608507633209229,
        "ui_similarity": 0.9134249541720286
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7667026519775391,
        "action_similarity": 0.7614070773124695,
        "ui_similarity": 0.9215220677695676
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    ],
    "query": {
      "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
      "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8578276634216309,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7111289203166962,
    "avg_ui_similarity": 0.9174735109707981
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8127221465110779,
        "action_similarity": 0.9268525838851929,
        "ui_similarity": 0.9124685349997113
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      {
        "episode": {
          "episode_id": "582ab6ecaaf047199d3c71478c47a7e7",
          "goal": "Open Wego. Search a one-way flight from Madrid to Vienna on June 10. 2 adults. Economy class. Payment with MasterCard. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7779020071029663,
        "action_similarity": 0.8951861262321472,
        "ui_similarity": 0.9686559567928292
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    ],
    "query": {
      "episode_id": "e46dff6670d74ebca298a26515995d60",
      "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7953120768070221,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.91101935505867,
    "avg_ui_similarity": 0.9405622458962702
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.779676079750061,
        "action_similarity": 0.939287543296814,
        "ui_similarity": 0.8603811592001815
      },
      {
        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7767058610916138,
        "action_similarity": 0.885634183883667,
        "ui_similarity": 0.9904979295559401
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    ],
    "query": {
      "episode_id": "89d8599fb11041938fe4381478d4de8b",
      "goal": "Open Wego. Search a return flight from Boston to London. Departure date is September 8, return date is September 18. 2 adults, business class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7781909704208374,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9124608635902405,
    "avg_ui_similarity": 0.9254395443780608
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8311811089515686,
        "action_similarity": 0.9061493873596191,
        "ui_similarity": 0.8619062958965822
      },
      {
        "episode": {
          "episode_id": "4b5f544e164a42e5bba1ff2c2028efaf",
          "goal": "Open Wego. Search a round trip flight from New York to Tokyo. Departure date is June 11, return date is June 30. 2 adults and 1 child. Premium Economy cabin class. Payment method is undefined. Sort by fastest route and filter only book on Wego.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7815102338790894,
        "action_similarity": 0.9283469915390015,
        "ui_similarity": 0.9748201384724002
      }
    ],
    "query": {
      "episode_id": "935974414a81483eae0058692a26d983",
      "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.806345671415329,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9172481894493103,
    "avg_ui_similarity": 0.9183632171844912
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8127221465110779,
        "action_similarity": 0.9268525838851929,
        "ui_similarity": 0.9124685349997114
      },
      {
        "episode": {
          "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
          "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8000595569610596,
        "action_similarity": 0.9336189031600952,
        "ui_similarity": 0.9796650163850107
      }
    ],
    "query": {
      "episode_id": "04893b13be614abb91e50459d444a89a",
      "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8063908517360687,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.930235743522644,
    "avg_ui_similarity": 0.9460667756923611
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b70bde6758d44ec88605baf013f5932a",
          "goal": "Open Wego. Search a one-way flight from Cairo to Dubai on July 5. 2 adults. Business class. Payment with MasterCard. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8758739233016968,
        "action_similarity": 0.9146389365196228,
        "ui_similarity": 0.9638435927245044
      },
      {
        "episode": {
          "episode_id": "9a652cefd74b4e60a55df8863e88001b",
          "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.716970682144165,
        "action_similarity": 0.8569332957267761,
        "ui_similarity": 0.8717363771304175
      }
    ],
    "query": {
      "episode_id": "ab8de9f801f94cc89e0cbc0f0c64538a",
      "goal": "Open Wego. Search a return flight from Cairo to Dubai. Departure date 22 May, return date 1 June. 1 adult, economy class. Any Payment types is ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7964223027229309,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8857861161231995,
    "avg_ui_similarity": 0.9177899849274609
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7213107943534851,
        "action_similarity": 0.9228681325912476,
        "ui_similarity": 0.8728215623734848
      },
      {
        "episode": {
          "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
          "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7138116359710693,
        "action_similarity": 0.9120287895202637,
        "ui_similarity": 0.975181356197885
      }
    ],
    "query": {
      "episode_id": "7b84032eb2c248fb9c3ba856e8151fca",
      "goal": "Open Wego. Search hotels in Berlin, from 1 June to 7 June. 2 guests and no child in 1 room. Four stars. Search by name Hyatt Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7175612151622772,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9174484610557556,
    "avg_ui_similarity": 0.9240014592856849
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
          "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8195470571517944,
        "action_similarity": 0.9086756706237793,
        "ui_similarity": 0.9034232509331525
      },
      {
        "episode": {
          "episode_id": "bcf795cd9c13487980cf72ac46c7fd36",
          "goal": "Open Wego. Search a one-way flight from Delhi to Singapore on August 15. 2 adults. Business class. Payment with Visa Card. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8158092498779297,
        "action_similarity": 0.9205851554870605,
        "ui_similarity": 0.9924983787530424
      }
    ],
    "query": {
      "episode_id": "674afc0ecc7146668cf0a77e671ea974",
      "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8176781535148621,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9146304130554199,
    "avg_ui_similarity": 0.9479608148430974
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7881978154182434,
        "action_similarity": 0.8260289430618286,
        "ui_similarity": 0.9780395496948692
      },
      {
        "episode": {
          "episode_id": "935974414a81483eae0058692a26d983",
          "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7815102338790894,
        "action_similarity": 0.9283469915390015,
        "ui_similarity": 0.9748201384724002
      }
    ],
    "query": {
      "episode_id": "4b5f544e164a42e5bba1ff2c2028efaf",
      "goal": "Open Wego. Search a round trip flight from New York to Tokyo. Departure date is June 11, return date is June 30. 2 adults and 1 child. Premium Economy cabin class. Payment method is undefined. Sort by fastest route and filter only book on Wego.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7848540246486664,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.877187967300415,
    "avg_ui_similarity": 0.9764298440836348
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04fd4bcf9cfc4b598c6631a80727df9d",
          "goal": "Open Wego. Find a one-way flight from Sydney to Los Angeles on December 10. 3 adults. Business class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7782827615737915,
        "action_similarity": 0.8795146346092224,
        "ui_similarity": 0.8676373468748134
      },
      {
        "episode": {
          "episode_id": "4eaedd30e39645899a0a07564189dae2",
          "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7425812482833862,
        "action_similarity": 0.8927197456359863,
        "ui_similarity": 0.8515405221628611
      }
    ],
    "query": {
      "episode_id": "a1bfe954487b4aeeac48218e2d5498b3",
      "goal": "Open Wego. Find a one-way flight from Chicago to Los Angeles on August 3. 1 adult. Economy class cabin. Sort by cheapest.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7604320049285889,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8861171901226044,
    "avg_ui_similarity": 0.8595889345188372
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "300d139bf3b541e7a7eff24274f66918",
          "goal": "Open Wego. Search hotels in Paris, from 5 July to 12 July. 2 guests and no child in 1 room. Five stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394582867622375,
        "action_similarity": 0.8822234869003296,
        "ui_similarity": 0.8583636009021941
      },
      {
        "episode": {
          "episode_id": "9dc59983c64345f2a8789a4780dbe576",
          "goal": "Open Wego. Search hotels in Dubai, from 25 December to 31 December. 2 guests in 1 room. Five stars. Sort by guest rating. Search by name Burj Al Arab.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7519551515579224,
        "action_similarity": 0.9100514650344849,
        "ui_similarity": 0.8743583793703958
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    ],
    "query": {
      "episode_id": "c55c34594d914e74b16d7222690e66df",
      "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.79570671916008,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8961374759674072,
    "avg_ui_similarity": 0.866360990136295
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "9ab290a2531b4430b7681c6e86699556",
          "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.817216157913208,
        "action_similarity": 0.6773875951766968,
        "ui_similarity": 0.9232331903462494
      },
      {
        "episode": {
          "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
          "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6880984902381897,
        "action_similarity": 0.5896278023719788,
        "ui_similarity": 0.8857142035585515
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    ],
    "query": {
      "episode_id": "5c973422e3314e9f81f695d0171453f1",
      "goal": "Open Fever. Select city, \"New York\". Look for \"Activity and Games\" events happening on \"May 12\". Select the first event listed. Choose 2 adult tickets. How much are tickets in total?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7526573240756989,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6335076987743378,
    "avg_ui_similarity": 0.9044736969524004
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6980729103088379,
        "action_similarity": 0.6804406642913818,
        "ui_similarity": 0.9644680345744167
      },
      {
        "episode": {
          "episode_id": "5f9a2d61282c4078978282d5b04eeb07",
          "goal": "Open Fever. Search for \"Party\" in Los Angeles. Sort the results by rating. Select the highest rated one and select 3 adult tickets. proceed to checkout.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6774689555168152,
        "action_similarity": 0.8482478857040405,
        "ui_similarity": 0.8866880919237833
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    ],
    "query": {
      "episode_id": "e35f9572d14c41d4937430554345fe1c",
      "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6877709329128265,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7643442749977112,
    "avg_ui_similarity": 0.9255780632491
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "9d2f45d7e99848f8a18bee45b2fedcff",
          "goal": "Open Fever. Set the date to March 24. Search for \"Music\" in New York. Select the first one and browse its introduction.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6622671484947205,
        "action_similarity": 0.7387634515762329,
        "ui_similarity": 0.9192867141795477
      },
      {
        "episode": {
          "episode_id": "b1f36bee13424686b3117be07336b11a",
          "goal": "Open Fever. Explore \"Historic Tours\" in New York. Sort results by price, low to high. Select the cheapest event with an average rating above 4.1 stars.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6620893478393555,
        "action_similarity": 0.6405283808708191,
        "ui_similarity": 0.8977849022272636
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    ],
    "query": {
      "episode_id": "6022273c7a724e8fb6dc24a829fa98bb",
      "goal": "Open Fever. Search for \"Concerts\" in New York. Sort the results by price. Select the cheapest one and share it to google keep notes.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.662178248167038,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.689645916223526,
    "avg_ui_similarity": 0.9085358082034056
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5e4476e531a44998a99c37d51d36c4de",
          "goal": "Open Fever. Search the category \"Exhibitions\" in London. Organize the results by popularity. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7239930629730225,
        "action_similarity": 0.7406789660453796,
        "ui_similarity": 0.899699169334934
      },
      {
        "episode": {
          "episode_id": "ca39f4aecc4149e9a7dd8ec40d2737a2",
          "goal": "Open Fever. Set the date to May 25. Search for \"Food & Drink\" in Los Angeles. Sort the results by popularity. Select the hottest one and record the price in google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7189530730247498,
        "action_similarity": 0.869917631149292,
        "ui_similarity": 0.9281984161041721
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    ],
    "query": {
      "episode_id": "c5c62dcf8a0e4346b3fb34de3ae864f1",
      "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7214730679988861,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8052982985973358,
    "avg_ui_similarity": 0.9139487927195531
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "acf1448f6e3c49759af77b8e6444894e",
          "goal": "Open Fever. Search \"Nightlife\" events happening in New york. Sort by rating. Check the time of the third event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7319194674491882,
        "action_similarity": 0.6667602062225342,
        "ui_similarity": 0.9570447011924017
      },
      {
        "episode": {
          "episode_id": "8dd3d8c9ebe64de2b5a6b5f7363bf101",
          "goal": "Open Fever. Look into the \"Culture\" category. Filter the event happening on this weekend. Select the hightest rated event and where is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7020246982574463,
        "action_similarity": 0.6570991277694702,
        "ui_similarity": 0.9014352668947583
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    ],
    "query": {
      "episode_id": "bd144cb06ef54b0a9ae17a6c5b809d3a",
      "goal": "Open Fever. Search \"Night Life\" events happening this weekend in San Diego. Select the second event. What's the general info of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7169720828533173,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6619296669960022,
    "avg_ui_similarity": 0.92923998404358
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5716572fbfea4c1eb55b1a3780c51169",
          "goal": "Open Fever. Browse category \"Comedy\" in Miami. Select the sixth one and share it to google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6359552145004272,
        "action_similarity": 0.7979350090026855,
        "ui_similarity": 0.9621521948999242
      },
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.631827175617218,
        "action_similarity": 0.7600816488265991,
        "ui_similarity": 0.857540587844087
      }
    ],
    "query": {
      "episode_id": "8b1483bbce134b50a22402c5fe15fd77",
      "goal": "Open Fever. Browse category \"activities\" in New York. Select the eighth one and share it to google keep notes.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6338911950588226,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7790083289146423,
    "avg_ui_similarity": 0.9098463913720056
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "33cd80697cde46199110b37399d5893a",
          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7951406836509705,
        "action_similarity": 0.642485499382019,
        "ui_similarity": 0.7482829331652989
      },
      {
        "episode": {
          "episode_id": "c5c62dcf8a0e4346b3fb34de3ae864f1",
          "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6380941271781921,
        "action_similarity": 0.536339282989502,
        "ui_similarity": 0.7877712550990059
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    ],
    "query": {
      "episode_id": "87a4e07a65b343b38cb018389a976728",
      "goal": "Open Fever. Go to \"Choose City\" and look for events in \"London\". Select the fifth trending event in London. What's the average rating?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7166174054145813,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5894123911857605,
    "avg_ui_similarity": 0.7680270941321524
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "096ae07ea50f4fecaf9534ba428d8a7c",
          "goal": "Open Fever. Search 'Museum'. Sort the results by rating from high to low. Select the second event. What ticket types does it offer?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.704325795173645,
        "action_similarity": 0.529894232749939,
        "ui_similarity": 0.9439681768238575
      },
      {
        "episode": {
          "episode_id": "acbc136c5ba34447a2821a59cb2dc760",
          "goal": "Open Fever. Search 'Nightlife'. Sort the results by popularity from high to low. Select the third event. What price options does it offer?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6981594562530518,
        "action_similarity": 0.6697702407836914,
        "ui_similarity": 0.9438818371705782
      }
    ],
    "query": {
      "episode_id": "d9ebd5fdba02425699aa81fc332e556b",
      "goal": "Open Fever. Search the category 'Cinema'. Sort the results by popularity. Select the first event. what's the price of the default ticket?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7012426257133484,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5998322367668152,
    "avg_ui_similarity": 0.9439250069972178
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "31510644ce504192b611515794e49e0d",
          "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7246362566947937,
        "action_similarity": 0.77701735496521,
        "ui_similarity": 0.9341632857868887
      },
      {
        "episode": {
          "episode_id": "c5c62dcf8a0e4346b3fb34de3ae864f1",
          "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7239930629730225,
        "action_similarity": 0.7406789660453796,
        "ui_similarity": 0.8996991693349342
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    ],
    "query": {
      "episode_id": "5e4476e531a44998a99c37d51d36c4de",
      "goal": "Open Fever. Search the category \"Exhibitions\" in London. Organize the results by popularity. Select the first event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7243146598339081,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7588481605052948,
    "avg_ui_similarity": 0.9169312275609114
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "d0d197f078ce474c9524c1416e759e37",
          "goal": "Open Fever. Search for \"Family\" events in Washington DC. Choose an event happening this month end. Select the event with the lowest price.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7592324018478394,
        "action_similarity": 0.8189682364463806,
        "ui_similarity": 0.8932910094561624
      },
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7053698301315308,
        "action_similarity": 0.7948294281959534,
        "ui_similarity": 0.8811041657465144
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    ],
    "query": {
      "episode_id": "64fa795e093f4d4994960d2cb23a0fb7",
      "goal": "Open Fever. Choose \"Family\" category. Look for the top rated event in Washington.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7323011159896851,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.806898832321167,
    "avg_ui_similarity": 0.8871975876013384
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6782053112983704,
        "action_similarity": 0.6553563475608826,
        "ui_similarity": 0.9206610702911604
      },
      {
        "episode": {
          "episode_id": "acf1448f6e3c49759af77b8e6444894e",
          "goal": "Open Fever. Search \"Nightlife\" events happening in New york. Sort by rating. Check the time of the third event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6582426428794861,
        "action_similarity": 0.691192626953125,
        "ui_similarity": 0.9143118515604354
      }
    ],
    "query": {
      "episode_id": "67d5ad751404482390789ba0152a7267",
      "goal": "Open Fever. Filter \"Broadway Shows\" category events in New York. Filter the events happening next week. What is the most popular show?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6682239770889282,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6732744872570038,
    "avg_ui_similarity": 0.9174864609257979
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "e35f9572d14c41d4937430554345fe1c",
          "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6774689555168152,
        "action_similarity": 0.8482478857040405,
        "ui_similarity": 0.886688091923783
      },
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6704761385917664,
        "action_similarity": 0.6693871021270752,
        "ui_similarity": 0.8976819726502475
      }
    ],
    "query": {
      "episode_id": "5f9a2d61282c4078978282d5b04eeb07",
      "goal": "Open Fever. Search for \"Party\" in Los Angeles. Sort the results by rating. Select the highest rated one and select 3 adult tickets. proceed to checkout.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6739725470542908,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7588174939155579,
    "avg_ui_similarity": 0.8921850322870153
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "b0247af27fbf4999855ca2cc2fe9adae",
          "goal": "Open Fever. Browse \"for you\" on home page. Check the fifth event. How much is the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7069336175918579,
        "action_similarity": 0.5861238837242126,
        "ui_similarity": 0.9259339320793208
      },
      {
        "episode": {
          "episode_id": "5c973422e3314e9f81f695d0171453f1",
          "goal": "Open Fever. Select city, \"New York\". Look for \"Activity and Games\" events happening on \"May 12\". Select the first event listed. Choose 2 adult tickets. How much are tickets in total?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6880984902381897,
        "action_similarity": 0.5896278023719788,
        "ui_similarity": 0.8857142035585523
      }
    ],
    "query": {
      "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
      "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6975160539150238,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5878758430480957,
    "avg_ui_similarity": 0.9058240678189367
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "38e27c2dce684cbf880e6f8b213816ce",
          "goal": "Open Fever. Go to \"Choose City\" and enter \"Tokyo\". What is the second trending event in Tokyo?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6849547028541565,
        "action_similarity": 0.5191325545310974,
        "ui_similarity": 0.9116266186831239
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6778524518013,
        "action_similarity": 0.5047141313552856,
        "ui_similarity": 0.809537037775998
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    ],
    "query": {
      "episode_id": "c5e4e127aefa4c4498fe354aca269aad",
      "goal": "Open Fever. Look for events in \"San Francisco\". What is the first trending event in Hong Kong?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6814035773277283,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5119233429431915,
    "avg_ui_similarity": 0.860581828229561
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7310951948165894,
        "action_similarity": 0.6268091201782227,
        "ui_similarity": 0.9704577315758565
      },
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7197166085243225,
        "action_similarity": 0.6399725675582886,
        "ui_similarity": 0.9782771184278378
      }
    ],
    "query": {
      "episode_id": "9ab05ab176134faa9dda75a4efe75224",
      "goal": "Open Fever. Search 'Fashion'. Sort the results by price. What is the name of the third event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7254059016704559,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6333908438682556,
    "avg_ui_similarity": 0.9743674250018471
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7342702150344849,
        "action_similarity": 0.6404284238815308,
        "ui_similarity": 0.9030571384476241
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7289263010025024,
        "action_similarity": 0.6574960947036743,
        "ui_similarity": 0.8823370082761859
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    ],
    "query": {
      "episode_id": "8dd3d8c9ebe64de2b5a6b5f7363bf101",
      "goal": "Open Fever. Look into the \"Culture\" category. Filter the event happening on this weekend. Select the hightest rated event and where is the location of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7315982580184937,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6489622592926025,
    "avg_ui_similarity": 0.8926970733619051
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5c973422e3314e9f81f695d0171453f1",
          "goal": "Open Fever. Select city, \"New York\". Look for \"Activity and Games\" events happening on \"May 12\". Select the first event listed. Choose 2 adult tickets. How much are tickets in total?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.817216157913208,
        "action_similarity": 0.6773875951766968,
        "ui_similarity": 0.9232331903462494
      },
      {
        "episode": {
          "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
          "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.672558069229126,
        "action_similarity": 0.7498383522033691,
        "ui_similarity": 0.9493310010257057
      }
    ],
    "query": {
      "episode_id": "9ab290a2531b4430b7681c6e86699556",
      "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.744887113571167,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.713612973690033,
    "avg_ui_similarity": 0.9362820956859775
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7543351650238037,
        "action_similarity": 0.5922895669937134,
        "ui_similarity": 0.941933002167209
      },
      {
        "episode": {
          "episode_id": "b1f36bee13424686b3117be07336b11a",
          "goal": "Open Fever. Explore \"Historic Tours\" in New York. Sort results by price, low to high. Select the cheapest event with an average rating above 4.1 stars.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7116965651512146,
        "action_similarity": 0.5682552456855774,
        "ui_similarity": 0.9693040405001118
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    ],
    "query": {
      "episode_id": "096ae07ea50f4fecaf9534ba428d8a7c",
      "goal": "Open Fever. Search 'Museum'. Sort the results by rating from high to low. Select the second event. What ticket types does it offer?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7330158650875092,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5802724063396454,
    "avg_ui_similarity": 0.9556185213336603
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7313750386238098,
        "action_similarity": 0.6252503991127014,
        "ui_similarity": 0.8766524819972147
      },
      {
        "episode": {
          "episode_id": "0491d30277954c13be8efbdef2297be5",
          "goal": "Open Fever. Search for \"Comedy\" in Los Angeles. Sort the results by price. Select the cheapest one and browse its introduction.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.665122389793396,
        "action_similarity": 0.7657566070556641,
        "ui_similarity": 0.8831086321572131
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    ],
    "query": {
      "episode_id": "e8e1fa8ae2af4c338cb41d6fa12828de",
      "goal": "Open Fever. Search for \"Comedy\". Choose the date \"May 15\". Check the ticket price for the first event listed.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6982487142086029,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6955035030841827,
    "avg_ui_similarity": 0.8798805570772139
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7049722671508789,
        "action_similarity": 0.6003743410110474,
        "ui_similarity": 0.9545390303865591
      },
      {
        "episode": {
          "episode_id": "d9ebd5fdba02425699aa81fc332e556b",
          "goal": "Open Fever. Search the category 'Cinema'. Sort the results by popularity. Select the first event. what's the price of the default ticket?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6981594562530518,
        "action_similarity": 0.6697702407836914,
        "ui_similarity": 0.9438818371705779
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    ],
    "query": {
      "episode_id": "acbc136c5ba34447a2821a59cb2dc760",
      "goal": "Open Fever. Search 'Nightlife'. Sort the results by popularity from high to low. Select the third event. What price options does it offer?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7015658617019653,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6350722908973694,
    "avg_ui_similarity": 0.9492104337785685
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8644956946372986,
        "action_similarity": 0.7313224077224731,
        "ui_similarity": 0.8738567007087341
      },
      {
        "episode": {
          "episode_id": "eddcce5e496c48d1b6f1f5aba5b3d1c3",
          "goal": "Open Fever. Search for \"Art\" in Los Angeles. Sort results by popularity from high to low. Select the top event. When's the next available date for this event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8299294710159302,
        "action_similarity": 0.7059327960014343,
        "ui_similarity": 0.8271831563284695
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    ],
    "query": {
      "episode_id": "8fbd324ce4934f46b1ba283e46904643",
      "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8472125828266144,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7186276018619537,
    "avg_ui_similarity": 0.8505199285186018
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6756242513656616,
        "action_similarity": 0.6334308981895447,
        "ui_similarity": 0.9461203356749888
      },
      {
        "episode": {
          "episode_id": "e8e1fa8ae2af4c338cb41d6fa12828de",
          "goal": "Open Fever. Search for \"Comedy\". Choose the date \"May 15\". Check the ticket price for the first event listed.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6507313251495361,
        "action_similarity": 0.6452555656433105,
        "ui_similarity": 0.8217318176474119
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    ],
    "query": {
      "episode_id": "bddf9cc4c3804d04999d5c07ddda924b",
      "goal": "Open Fever. Search for \"Wine\" events. Choose the date \"June 6\". Check and proceed to checout a ticket for the first event listed.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6631777882575989,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6393432319164276,
    "avg_ui_similarity": 0.8839260766612003
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "fa91dc832e18452d89b6b361c5d62789",
          "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8379383683204651,
        "action_similarity": 0.8452950716018677,
        "ui_similarity": 0.9742377458134456
      },
      {
        "episode": {
          "episode_id": "24734a7c33f34fbe821bd624a1d82ded",
          "goal": "Open Fever. Search 'Party'. Set the date range from June 1 to June 30. Sort results by popularity. Select the second event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7781789898872375,
        "action_similarity": 0.838388979434967,
        "ui_similarity": 0.9721842535549657
      }
    ],
    "query": {
      "episode_id": "31510644ce504192b611515794e49e0d",
      "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8080586791038513,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8418420255184174,
    "avg_ui_similarity": 0.9732109996842057
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8483253121376038,
        "action_similarity": 0.7197245955467224,
        "ui_similarity": 0.9692877962535129
      },
      {
        "episode": {
          "episode_id": "bd144cb06ef54b0a9ae17a6c5b809d3a",
          "goal": "Open Fever. Search \"Night Life\" events happening this weekend in San Diego. Select the second event. What's the general info of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7319194674491882,
        "action_similarity": 0.6667602062225342,
        "ui_similarity": 0.9570447011924013
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    ],
    "query": {
      "episode_id": "acf1448f6e3c49759af77b8e6444894e",
      "goal": "Open Fever. Search \"Nightlife\" events happening in New york. Sort by rating. Check the time of the third event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.790122389793396,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6932424008846283,
    "avg_ui_similarity": 0.9631662487229571
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "78102a99bd9d4e04a08d8ad98ac24d3e",
          "goal": "Open Fever. Search 'Dance'. Set date to May 10. Sort results by rating. Select the first event. What's the description of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8036494851112366,
        "action_similarity": 0.6465631723403931,
        "ui_similarity": 0.97099199436387
      },
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7889294624328613,
        "action_similarity": 0.6756715774536133,
        "ui_similarity": 0.9454435505792923
      }
    ],
    "query": {
      "episode_id": "20741b582b3440789ead7d835615aecb",
      "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.796289473772049,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6611173748970032,
    "avg_ui_similarity": 0.9582177724715811
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8040550947189331,
        "action_similarity": 0.7160958647727966,
        "ui_similarity": 0.9246424280697303
      },
      {
        "episode": {
          "episode_id": "fa91dc832e18452d89b6b361c5d62789",
          "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7733737826347351,
        "action_similarity": 0.7187991738319397,
        "ui_similarity": 0.9179635160071655
      }
    ],
    "query": {
      "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
      "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7887144386768341,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7174475193023682,
    "avg_ui_similarity": 0.9213029720384479
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8299294710159302,
        "action_similarity": 0.7059327960014343,
        "ui_similarity": 0.8271831563284696
      },
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.799251139163971,
        "action_similarity": 0.7158068418502808,
        "ui_similarity": 0.8865411312197008
      }
    ],
    "query": {
      "episode_id": "eddcce5e496c48d1b6f1f5aba5b3d1c3",
      "goal": "Open Fever. Search for \"Art\" in Los Angeles. Sort results by popularity from high to low. Select the top event. When's the next available date for this event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8145903050899506,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7108698189258575,
    "avg_ui_similarity": 0.8568621437740852
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7912952899932861,
        "action_similarity": 0.6986576318740845,
        "ui_similarity": 0.9370490737410327
      },
      {
        "episode": {
          "episode_id": "8dd3d8c9ebe64de2b5a6b5f7363bf101",
          "goal": "Open Fever. Look into the \"Culture\" category. Filter the event happening on this weekend. Select the hightest rated event and where is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7289263010025024,
        "action_similarity": 0.6574960947036743,
        "ui_similarity": 0.8823370082761856
      }
    ],
    "query": {
      "episode_id": "1f70ad506a954f22876a7a53134bba2f",
      "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7601107954978943,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6780768632888794,
    "avg_ui_similarity": 0.9096930410086091
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "87a4e07a65b343b38cb018389a976728",
          "goal": "Open Fever. Go to \"Choose City\" and look for events in \"London\". Select the fifth trending event in London. What's the average rating?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7951406836509705,
        "action_similarity": 0.642485499382019,
        "ui_similarity": 0.7482829331652991
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7283405065536499,
        "action_similarity": 0.5846081972122192,
        "ui_similarity": 0.9018056271464967
      }
    ],
    "query": {
      "episode_id": "33cd80697cde46199110b37399d5893a",
      "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7617405951023102,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6135468482971191,
    "avg_ui_similarity": 0.8250442801558979
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "c5e4e127aefa4c4498fe354aca269aad",
          "goal": "Open Fever. Look for events in \"San Francisco\". What is the first trending event in Hong Kong?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6849547028541565,
        "action_similarity": 0.5191325545310974,
        "ui_similarity": 0.9116266186831239
      },
      {
        "episode": {
          "episode_id": "33cd80697cde46199110b37399d5893a",
          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6651142239570618,
        "action_similarity": 0.504291296005249,
        "ui_similarity": 0.9601741009586435
      }
    ],
    "query": {
      "episode_id": "38e27c2dce684cbf880e6f8b213816ce",
      "goal": "Open Fever. Go to \"Choose City\" and enter \"Tokyo\". What is the second trending event in Tokyo?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6750344634056091,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.5117119252681732,
    "avg_ui_similarity": 0.9359003598208837
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7740780711174011,
        "action_similarity": 0.6136789917945862,
        "ui_similarity": 0.9326024018989252
      },
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7565938234329224,
        "action_similarity": 0.8016599416732788,
        "ui_similarity": 0.9693734048667497
      }
    ],
    "query": {
      "episode_id": "2dc15456f4644642875695cf918a8d4b",
      "goal": "Open Fever. Search 'Comedy'. Set date to June 2. Sort results by rating from high to low. Select the fourth event. What time does the event start on that day?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7653359472751617,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7076694667339325,
    "avg_ui_similarity": 0.9509879033828375
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8036494851112366,
        "action_similarity": 0.6465631723403931,
        "ui_similarity": 0.97099199436387
      },
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7695626020431519,
        "action_similarity": 0.5571679472923279,
        "ui_similarity": 0.941257336460724
      }
    ],
    "query": {
      "episode_id": "78102a99bd9d4e04a08d8ad98ac24d3e",
      "goal": "Open Fever. Search 'Dance'. Set date to May 10. Sort results by rating. Select the first event. What's the description of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7866060435771942,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6018655598163605,
    "avg_ui_similarity": 0.956124665412297
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7842392921447754,
        "action_similarity": 0.6211902499198914,
        "ui_similarity": 0.9120074496789692
      },
      {
        "episode": {
          "episode_id": "31510644ce504192b611515794e49e0d",
          "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7781789898872375,
        "action_similarity": 0.838388979434967,
        "ui_similarity": 0.9721842535549662
      }
    ],
    "query": {
      "episode_id": "24734a7c33f34fbe821bd624a1d82ded",
      "goal": "Open Fever. Search 'Party'. Set the date range from June 1 to June 30. Sort results by popularity. Select the second event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7812091410160065,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7297896146774292,
    "avg_ui_similarity": 0.9420958516169677
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.785405158996582,
        "action_similarity": 0.7262375354766846,
        "ui_similarity": 0.9732652284751918
      },
      {
        "episode": {
          "episode_id": "af798c50e15048019924c57544f63fbe",
          "goal": "Open Fever. Explore \"Cruise\". Sort results by price, from low to high. Choose the first event with a rating above 4.8 stars.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7628178596496582,
        "action_similarity": 0.7210486531257629,
        "ui_similarity": 0.9498039694054432
      }
    ],
    "query": {
      "episode_id": "b1f36bee13424686b3117be07336b11a",
      "goal": "Open Fever. Explore \"Historic Tours\" in New York. Sort results by price, low to high. Select the cheapest event with an average rating above 4.1 stars.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7741115093231201,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7236430943012238,
    "avg_ui_similarity": 0.9615345989403175
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8644956946372986,
        "action_similarity": 0.7313224077224731,
        "ui_similarity": 0.873856700708734
      },
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8040550947189331,
        "action_similarity": 0.7160958647727966,
        "ui_similarity": 0.9246424280697302
      }
    ],
    "query": {
      "episode_id": "f146d092af4a466189980415327ecb9e",
      "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8342753946781158,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7237091362476349,
    "avg_ui_similarity": 0.8992495643892321
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "e8e1fa8ae2af4c338cb41d6fa12828de",
          "goal": "Open Fever. Search for \"Comedy\". Choose the date \"May 15\". Check the ticket price for the first event listed.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7313750386238098,
        "action_similarity": 0.6252503991127014,
        "ui_similarity": 0.8766524819972149
      },
      {
        "episode": {
          "episode_id": "e35f9572d14c41d4937430554345fe1c",
          "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6980729103088379,
        "action_similarity": 0.6804406642913818,
        "ui_similarity": 0.9644680345744167
      }
    ],
    "query": {
      "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
      "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7147239744663239,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6528455317020416,
    "avg_ui_similarity": 0.9205602582858158
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "64fa795e093f4d4994960d2cb23a0fb7",
          "goal": "Open Fever. Choose \"Family\" category. Look for the top rated event in Washington.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7592324018478394,
        "action_similarity": 0.8189682364463806,
        "ui_similarity": 0.8932910094561621
      },
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6854637861251831,
        "action_similarity": 0.7842898964881897,
        "ui_similarity": 0.881785478930038
      }
    ],
    "query": {
      "episode_id": "d0d197f078ce474c9524c1416e759e37",
      "goal": "Open Fever. Search for \"Family\" events in Washington DC. Choose an event happening this month end. Select the event with the lowest price.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7223480939865112,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8016290664672852,
    "avg_ui_similarity": 0.8875382441931001
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "24734a7c33f34fbe821bd624a1d82ded",
          "goal": "Open Fever. Search 'Party'. Set the date range from June 1 to June 30. Sort results by popularity. Select the second event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7199141979217529,
        "action_similarity": 0.6012556552886963,
        "ui_similarity": 0.8030679012539099
      },
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6931682229042053,
        "action_similarity": 0.6075713634490967,
        "ui_similarity": 0.9226242770650319
      }
    ],
    "query": {
      "episode_id": "e8ef8e6d6de047319c7cf73f41e30d29",
      "goal": "Open Fever. Browse the fifth trending event. Select the event and select the date on March 23, the last one if possible. Select two adults and proceed to checkout.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7065412104129791,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.6044135093688965,
    "avg_ui_similarity": 0.8628460891594709
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "31510644ce504192b611515794e49e0d",
          "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8379383683204651,
        "action_similarity": 0.8452950716018677,
        "ui_similarity": 0.9742377458134458
      },
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7779643535614014,
        "action_similarity": 0.8130078315734863,
        "ui_similarity": 0.8552142307382249
      }
    ],
    "query": {
      "episode_id": "fa91dc832e18452d89b6b361c5d62789",
      "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8079513609409332,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.829151451587677,
    "avg_ui_similarity": 0.9147259882758354
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "6022273c7a724e8fb6dc24a829fa98bb",
          "goal": "Open Fever. Search for \"Concerts\" in New York. Sort the results by price. Select the cheapest one and share it to google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6622670888900757,
        "action_similarity": 0.7387634515762329,
        "ui_similarity": 0.9192867141795482
      },
      {
        "episode": {
          "episode_id": "8b1483bbce134b50a22402c5fe15fd77",
          "goal": "Open Fever. Browse category \"activities\" in New York. Select the eighth one and share it to google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6198381781578064,
        "action_similarity": 0.6921535730361938,
        "ui_similarity": 0.9413774786463351
      }
    ],
    "query": {
      "episode_id": "9d2f45d7e99848f8a18bee45b2fedcff",
      "goal": "Open Fever. Set the date to March 24. Search for \"Music\" in New York. Select the first one and browse its introduction.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.641052633523941,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7154585123062134,
    "avg_ui_similarity": 0.9303320964129417
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
          "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7069336175918579,
        "action_similarity": 0.5861238837242126,
        "ui_similarity": 0.925933932079321
      },
      {
        "episode": {
          "episode_id": "9ab290a2531b4430b7681c6e86699556",
          "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6685285568237305,
        "action_similarity": 0.5253216624259949,
        "ui_similarity": 0.9466879428080852
      }
    ],
    "query": {
      "episode_id": "b0247af27fbf4999855ca2cc2fe9adae",
      "goal": "Open Fever. Browse \"for you\" on home page. Check the fifth event. How much is the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
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    "query": {
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      {
        "episode": {
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          "goal": "Open Podcast Addict. Using the Browse feature, find a podcast teaching \"Italian\". Subscribe to it and set it to automatically download new episodes.",
          "detected_app": "podcast addict",
          "domain": "Music & Podcasts",
          "split": "train"
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      "goal": "Open Podcast Addict. Using the browse feature, find a podcast teaching \"French\". Subscribe to it and set it to automatically download new episodes.",
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        "episode": {
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          "goal": "Open SeatGeek. Search \"Madison Square Garden\". Select the next upcoming event. Who are the performers of the event?",
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          "domain": "Entertainment",
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      "goal": "Open SeatGeek. Search \"Madison Square Garden\". Add the venue to the watch list. What is the next upcoming event?",
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          "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
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      "goal": "Open SeatGeek. Search \"The Fonda Theatre\". Select the top popular event and track it. What is the lowest price?",
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      "domain": "Entertainment",
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      "domain": "Entertainment",
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      "goal": "Open SeatGeek. Find the soonest upcoming NBA game in Boston with \"Celtics\". What is the highest price for each ticket?",
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          "domain": "Entertainment",
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          "goal": "Open SeatGeek. Find the soonest upcoming NBA game in Boston with \"Celtics\". What is the highest price for each ticket?",
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          "domain": "Entertainment",
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      "goal": "Open SeatGeek. Find the next upcoming NBA game in Dallas with \"Mavericks\". What is the lowest price for each ticket?",
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      "domain": "Entertainment",
      "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"Shin Lim\". Select the concert on May 3. Choose 2 tickets. Sort by best seats and filter by price. What is the lowest price for each ticket?",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Search \"Chicago\". Select the first show on May 1. Set the ticket number to 3. Choose best seats and sort by price. What is the best deal for each ticket?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Look up \"Phoenix Suns\" tickets for next upcoming event. Which section are tickets in?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6342326998710632,
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      "goal": "Open SeatGeek. Look up \"Seattle Mariners\" tickets. Select the next upcoming event in Los Angeles. Set quantity to 2 and select the best value tickets. Which section are tickets in?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"Chicago Theatre\". Select and track the next upcoming event. Who is the performer of the event?",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Search \"Radio City Music Hall\" and then add the venue to favorite. Who are the performers of the top recommended event?",
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      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.673091471195221,
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    "split": "train",
    "avg_action_similarity": 0.7234007120132446,
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          "domain": "Entertainment",
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          "goal": "Open SeatGeek. Find and track concerts of \"Bruno Mars\". When is the next upcoming event in Los Angeles?",
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          "domain": "Entertainment",
          "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Search for the \"Ed Sheeran\" concert. Check the next upcoming event. When and where is the concert?",
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      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.6875889897346497,
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    "split": "train",
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          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.655042290687561,
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          "goal": "Open SeatGeek. Look up \"Seattle Mariners\" tickets. Select the next upcoming event in Los Angeles. Set quantity to 2 and select the best value tickets. Which section are tickets in?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6342326998710632,
        "action_similarity": 0.7838190793991089,
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    "query": {
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      "goal": "Open SeatGeek. Look up \"Phoenix Suns\" tickets for next upcoming event. Which section are tickets in?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6446374952793121,
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    "split": "train",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"Shin Lim\". Select the concert on May 3. Choose 2 tickets. Sort by best seats and filter by price. What is the lowest price for each ticket?",
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open SeatGeek. Search for \"Book of Mormon\". Add the show to favorite. Select date April 26. Set the ticket number to 2 and proceed. What is the lowest price for each ticket?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
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          "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"The Fonda Theatre\". Select the top popular event and track it. What is the lowest price?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6348769664764404,
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    "query": {
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      "goal": "Open SeatGeek. Search \"Taylor Swift\". Select the soonest event. What is the price of the cheapest ticket?",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6370435953140259,
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          "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7232856154441833,
        "action_similarity": 0.8272032737731934,
        "ui_similarity": 0.8705026035110291
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      {
        "episode": {
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          "goal": "Open SeatGeek. Search for \"Book of Mormon\". Add the show to favorite. Select date April 26. Set the ticket number to 2 and proceed. What is the lowest price for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.705441951751709,
        "action_similarity": 0.8034152984619141,
        "ui_similarity": 0.9129434630853464
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    "query": {
      "episode_id": "ebb59fef8be94cd4aa58b838b285b7b7",
      "goal": "Open SeatGeek. Search \"Shin Lim\". Select the concert on May 3. Choose 2 tickets. Sort by best seats and filter by price. What is the lowest price for each ticket?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
    },
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    "avg_action_similarity": 0.8153092861175537,
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  {
    "app": "seatgeek",
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        "episode": {
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          "goal": "Open SeatGeek and change the current location to Los Angeles. Then find the first concert show and track its performer.",
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        "episode": {
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          "goal": "Open SeatGeek. Search for concerts in \"New York City\". Filter by \"pop\" genre. What is the second recommendation?",
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      "goal": "Open SeatGeek. Search for concerts in \"Los Angeles\". Filter by \"rock\" genre. Track the first recommended event.",
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    "app": "seatgeek",
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        "episode": {
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          "goal": "Open SeatGeek. Search for \"Book of Mormon\". Add the show to favorite. Select date April 26. Set the ticket number to 2 and proceed. What is the lowest price for each ticket?",
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          "domain": "Entertainment",
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        "episode": {
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          "goal": "Open SeatGeek. Search \"Shin Lim\". Select the concert on May 3. Choose 2 tickets. Sort by best seats and filter by price. What is the lowest price for each ticket?",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open SeatGeek. Search for the \"Ed Sheeran\" concert. Check the next upcoming event. When and where is the concert?",
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          "goal": "Open SeatGeek. Search for concerts in \"Los Angeles\". Filter by \"rock\" genre. Track the first recommended event.",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Find and track concerts of \"Bruno Mars\". When is the next upcoming event in Los Angeles?",
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      "domain": "Entertainment",
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    "app": "seatgeek",
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        "episode": {
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          "goal": "Open SeatGeek. Search \"Oracle Arena\". Add the venue to the watch list.",
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        "episode": {
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          "goal": "Open SeatGeek. Search \"Madison Square Garden\". Add the venue to the watch list. What is the next upcoming event?",
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          "domain": "Entertainment",
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      "episode_id": "fa982013e2954201bad6d774087ca16e",
      "goal": "Open SeatGeek. Search \"Crypto.com Arena\". Show three upcoming events. Save the place to favorite.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6275105476379395,
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    "split": "train",
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  {
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"Chicago Theatre\". Select and track the next upcoming event. Who is the performer of the event?",
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      "goal": "Open SeatGeek. Search \"Madison Square Garden\". Select the next upcoming event. Who are the performers of the event?",
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      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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    "app": "seatgeek",
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        "episode": {
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          "goal": "Open SeatGeek. Search \"The Fonda Theatre\". Select the top popular event and track it. What is the lowest price?",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"Shin Lim\". Select the concert on May 3. Choose 2 tickets. Sort by best seats and filter by price. What is the lowest price for each ticket?",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Search \"Metropolitan Opera\". Find the next available show. Filter by \"best seats\". What section are they in for the lowest price tickets?",
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      "domain": "Entertainment",
      "split": "train"
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    "app": "nba",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open NBA. Check the \"Standing\" tab, find the team with the lowest ranking.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.738820493221283,
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    "query": {
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      "goal": "Open NBA. Add \"Dallas Mavericks\" to favorites. Navigate to the \"Mavericks\" tab and check their current ranking.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7913742661476135,
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    "split": "train",
    "avg_action_similarity": 0.8368149697780609,
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        "episode": {
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          "goal": "Open NBA. In \"Games\", find the game time for the next fixture involving \"Boston Celtics\", create a reminder for the game start time.",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open NBA. In \"Games\", find the next second  game for \"Chicago Bulls\", add a reminder for match start time.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7368119955062866,
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      "goal": "Open NBA. In \"Games\", find the game time for the next fixture involving \"Miami Heat\".",
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      "domain": "Entertainment",
      "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open NBA. Search for player stats for \"Kevin Durant\" and compare them with the stats from the previous season.",
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      "domain": "Entertainment",
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          "goal": "Open NBA. Add \"Chicago Bulls\" to favorites. Navigate to the \"Bulls\" tab and find statistics for their recent matches.",
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    "query": {
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      "goal": "Open NBA. Add \"Golden State Warriors\" to favorites. Navigate to the \"Warriors\" tab and find statistics for the latest match.",
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      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.8048911690711975,
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    "split": "train",
    "avg_action_similarity": 0.8998176753520966,
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          "goal": "Open NBA. Search for the next three match schedules for \"Los Angeles Clippers\".",
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          "domain": "Entertainment",
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        "similarity": 0.6391758918762207,
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    "query": {
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      "goal": "Open NBA. Search and list the last five match results for \"Phoenix Suns\".",
      "detected_app": "nba",
      "domain": "Entertainment",
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    "split": "train",
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          "goal": "Open NBA. Find the player stats for \"Kevin Durant\" under \"Brooklyn Nets\".",
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          "goal": "Open NBA. Find the player stats for \"LeBron James\" under \"Los Angeles Lakers\".",
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    "query": {
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      "goal": "Open NBA. Find the player stats for \"Kyrie Irving\" under \"Brooklyn Nets\" and compare them with his last season\"s stats.",
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      "domain": "Entertainment",
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        "episode": {
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        "similarity": 1.0,
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        "episode": {
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          "goal": "Open NBA. Switch to the \"Miami Heat\" under the \"Moments\" tab and watch the most shared video.",
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          "domain": "Entertainment",
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    "query": {
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      "goal": "Open NBA. Go to \"Moments\" tab, switch to \"Los Angeles Lakers\" and play the top highlighted video.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9051006734371185,
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    "split": "train",
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  {
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    "support": [
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        "episode": {
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          "goal": "Open NBA. Goto \"Standing\" tab and list the top 10 teams in the league.",
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          "domain": "Entertainment",
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          "episode_id": "4129751efd904bb1b9b6284277800927",
          "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9144402742385864,
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      {
        "episode": {
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          "goal": "Open agoda. Search temporary villas in Bali through Agoda homes. Move-in date is June 1, move-out date is July 31. Monthly budget is less than $5000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8181037902832031,
        "action_similarity": 0.7860485315322876,
        "ui_similarity": 0.9467203218709087
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      "episode_id": "9aa92e9d23ae4154841608d99f3e96dc",
      "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.808355450630188,
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  {
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          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8076500296592712,
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      {
        "episode": {
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          "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7636151909828186,
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    "query": {
      "episode_id": "b31f339a2d6441bb994b4a30f184a267",
      "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8789871335029602,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7715526223182678,
        "action_similarity": 0.9329795837402344,
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          "goal": "Open agoda. Find a car rental in Madrid. Pick up date is October 1, at 10:00am. Drop-off date is October 7, at 10:00am. Filters are 'price under 150$ per day' + 'Air Conditioning + 'Automatic Transmission'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7021769285202026,
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    "query": {
      "episode_id": "b4ba9aebc0cc4e04a92fd2966368f80c",
      "goal": "Open agoda. Find a car rental in Orlando. Pick up date is October 10, at 8:00am. Drop-off date is October 18, at 8:00pm. Filters: \"Price under $100 per day\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7368647754192352,
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    "avg_action_similarity": 0.8800711631774902,
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  {
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        "episode": {
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          "goal": "Open agoda. I want to book a return train trip. Departure from Leeds to Liverpool on November 10. Return trip on November 20. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8998624086380005,
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        "episode": {
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          "goal": "Open agoda. Book a return train trip. Departure from Glasgow to Edinburgh is set for July 3 and return is on July 5. Passenger detail includes 1 adult and 2 children.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6727014780044556,
        "action_similarity": 0.877189040184021,
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    "query": {
      "episode_id": "84f8304dc1a14522b800cddb0c49fce3",
      "goal": "Open agoda. I want to book a return train trip. Departure from Manchester and arrival to Birmingham on August 3. Return trip on August 5. Passengers are 1 adult and 1 child.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.786281943321228,
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    "avg_action_similarity": 0.899904191493988,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6405656337738037,
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      {
        "episode": {
          "episode_id": "17423353d21445a790e1301bab2b0225",
          "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6257287263870239,
        "action_similarity": 0.6710897088050842,
        "ui_similarity": 0.9290643842270989
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    "query": {
      "episode_id": "ad7775d3c05443e997d90b6120aa57e4",
      "goal": "Open agoda. Search for a train. Set the departure time on May 2 at hk. Drop-off time on May 2 at Macau. 2 Adults.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6331471800804138,
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    "split": "train",
    "avg_action_similarity": 0.681736022233963,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7798488736152649,
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        "episode": {
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          "goal": "Open agoda. I want to fly from Sydney to Honolulu. Departure is December 20. Return on December 27. Passengers: 2 adults and 2 children. Sort by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7450048327445984,
        "action_similarity": 0.8720906972885132,
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    "query": {
      "episode_id": "039efbd30e5b48219a4a52cc22ad5021",
      "goal": "Open agoda. Book a flight from Sydney to Melbourne. Departure time is June 1. One way trip. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
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    "avg_action_similarity": 0.8987852334976196,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8076500296592712,
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      {
        "episode": {
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          "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7755562663078308,
        "action_similarity": 0.9294389486312866,
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    "query": {
      "episode_id": "ce8bc99850884e61938e7232481cb8f2",
      "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.791603147983551,
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    "split": "train",
    "avg_action_similarity": 0.901221513748169,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
          "episode_id": "4bd64f950cd84556904607fed88aebbb",
          "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6716775298118591,
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      {
        "episode": {
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          "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6696023344993591,
        "action_similarity": 0.8467822074890137,
        "ui_similarity": 0.9145435841036921
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    ],
    "query": {
      "episode_id": "ca6bbc50c24a467aab576f6dc93f4e70",
      "goal": "Open agoda. Search for a hotel in Bangkok. Check in on August 1 and check out on August 10. One adult. Filter for 4 star rating. Add the first one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
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    "split": "train",
    "avg_action_similarity": 0.7998133301734924,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8427962064743042,
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      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8101365566253662,
        "action_similarity": 0.898333728313446,
        "ui_similarity": 0.9845902221804127
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    "query": {
      "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
      "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8264663815498352,
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    "split": "train",
    "avg_action_similarity": 0.9189126491546631,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "ce8bc99850884e61938e7232481cb8f2",
          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6580175757408142,
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      {
        "episode": {
          "episode_id": "5f1901295a7c482fa1f327bad5d1893a",
          "goal": "Open agoda. Find a flight from San Francisco to Seattle on June 12 and return on June 19. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6414737701416016,
        "action_similarity": 0.9176716804504395,
        "ui_similarity": 0.9193526471314661
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    ],
    "query": {
      "episode_id": "89254542796c4a37a1d4b36256482afd",
      "goal": "Open agoda. Search for economy class flight from New York to San Francisco. Departure time is May 10 and return time is May 15. Two adults and one child.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6497456729412079,
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    "split": "train",
    "avg_action_similarity": 0.8987288177013397,
    "avg_ui_similarity": 0.9531369113657462
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  {
    "app": "agoda",
    "support": [
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        "episode": {
          "episode_id": "b4ba9aebc0cc4e04a92fd2966368f80c",
          "goal": "Open agoda. Find a car rental in Orlando. Pick up date is October 10, at 8:00am. Drop-off date is October 18, at 8:00pm. Filters: \"Price under $100 per day\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7715526819229126,
        "action_similarity": 0.9329795837402344,
        "ui_similarity": 0.9528505579862406
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      {
        "episode": {
          "episode_id": "1266faf07a494730942fe471080f5259",
          "goal": "Open agoda. Search for a villa in Miami through agoda homes. Check-in date is December 1, check-out date is January 1. No specific requirements for location or price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6902773380279541,
        "action_similarity": 0.7937623858451843,
        "ui_similarity": 0.9122017472319205
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    ],
    "query": {
      "episode_id": "516c682426ea48ee919bea53f4595904",
      "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7309150099754333,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8633709847927094,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "ed4d8708b4434988937983f14c7eae14",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7974717020988464,
        "action_similarity": 0.9028571248054504,
        "ui_similarity": 0.9806527120986163
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      {
        "episode": {
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          "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7365285158157349,
        "action_similarity": 0.9391425848007202,
        "ui_similarity": 0.9755206997412882
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    ],
    "query": {
      "episode_id": "17423353d21445a790e1301bab2b0225",
      "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7670001089572906,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9209998548030853,
    "avg_ui_similarity": 0.9780867059199523
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "cf951be08f5a438bbfac929f0cb11a15",
          "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8775252103805542,
        "action_similarity": 0.8852399587631226,
        "ui_similarity": 0.9113206614886418
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      {
        "episode": {
          "episode_id": "cf48a786b2f54e50a7014308053e43e9",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Rome. Return time is June 30. Two adults with a child.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8558309078216553,
        "action_similarity": 0.9438483119010925,
        "ui_similarity": 0.9120659461984353
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    ],
    "query": {
      "episode_id": "d174f727c27b40f8a262fc4dba77e821",
      "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8666780591011047,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9145441353321075,
    "avg_ui_similarity": 0.9116933038435385
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "817bc68b35e244bba1a9ce9b7cb8c37b",
          "goal": "Open agoda. Add a flight from London to Paris to cart. Departure time is May 5. Return on May 15. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8398826122283936,
        "action_similarity": 0.9116390347480774,
        "ui_similarity": 0.9598724528703295
      },
      {
        "episode": {
          "episode_id": "d174f727c27b40f8a262fc4dba77e821",
          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7646263837814331,
        "action_similarity": 0.9313223958015442,
        "ui_similarity": 0.9254959721599161
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    ],
    "query": {
      "episode_id": "0d61f6e820f7436faa5f83065a6d0b04",
      "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8022544980049133,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9214807152748108,
    "avg_ui_similarity": 0.9426842125151228
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "17423353d21445a790e1301bab2b0225",
          "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7365285158157349,
        "action_similarity": 0.9391425848007202,
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      {
        "episode": {
          "episode_id": "ed4d8708b4434988937983f14c7eae14",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7036640644073486,
        "action_similarity": 0.895451545715332,
        "ui_similarity": 0.9751107496070577
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    "query": {
      "episode_id": "3502f4862f6245e28e21789df4d6e540",
      "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7200962901115417,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9172970652580261,
    "avg_ui_similarity": 0.9753157246741728
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "ea1d3393c79340c794e6a1ea028121dd",
          "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.849297046661377,
        "action_similarity": 0.9285366535186768,
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      {
        "episode": {
          "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7663947939872742,
        "action_similarity": 0.9049016833305359,
        "ui_similarity": 0.8380883878024934
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    "query": {
      "episode_id": "9e395f85a8e349a096002921250db257",
      "goal": "Open agoda. Book a hotel room in Sydney. From September 5 to September 15. Filtering with \"free Wifi\" + \"breakfast included\" + \"5 star rating\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8078459203243256,
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    "split": "train",
    "avg_action_similarity": 0.9167191684246063,
    "avg_ui_similarity": 0.8478965578345877
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "9e395f85a8e349a096002921250db257",
          "goal": "Open agoda. Book a hotel room in Sydney. From September 5 to September 15. Filtering with \"free Wifi\" + \"breakfast included\" + \"5 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.849297046661377,
        "action_similarity": 0.9285366535186768,
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      {
        "episode": {
          "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7856287956237793,
        "action_similarity": 0.8890935778617859,
        "ui_similarity": 0.9574680266751786
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    ],
    "query": {
      "episode_id": "ea1d3393c79340c794e6a1ea028121dd",
      "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8174629211425781,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9088151156902313,
    "avg_ui_similarity": 0.9075863772709303
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "0d61f6e820f7436faa5f83065a6d0b04",
          "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8398826718330383,
        "action_similarity": 0.9116390347480774,
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      {
        "episode": {
          "episode_id": "cf951be08f5a438bbfac929f0cb11a15",
          "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7210566401481628,
        "action_similarity": 0.8615767955780029,
        "ui_similarity": 0.9504974652683922
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    ],
    "query": {
      "episode_id": "817bc68b35e244bba1a9ce9b7cb8c37b",
      "goal": "Open agoda. Add a flight from London to Paris to cart. Departure time is May 5. Return on May 15. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7804696559906006,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8866079151630402,
    "avg_ui_similarity": 0.955184959069361
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "0be7015aebf1450f9a92c3edea28efce",
          "goal": "Open agoda. Scour for a first-class flight from Tokyo to Los Angeles. Leaving on August 15 and returning on August 29. Two adults. Sort by shortest duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7872645854949951,
        "action_similarity": 0.9529228210449219,
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      {
        "episode": {
          "episode_id": "ce8bc99850884e61938e7232481cb8f2",
          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7755562663078308,
        "action_similarity": 0.9294389486312866,
        "ui_similarity": 0.9473810609214991
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    ],
    "query": {
      "episode_id": "ba3794824a2d43839a91852d9256489d",
      "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.781410425901413,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9411808848381042,
    "avg_ui_similarity": 0.9394419646463799
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8055924773216248,
        "action_similarity": 0.9757175445556641,
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      {
        "episode": {
          "episode_id": "ba3794824a2d43839a91852d9256489d",
          "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7872645854949951,
        "action_similarity": 0.9529228210449219,
        "ui_similarity": 0.9315028683712603
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    ],
    "query": {
      "episode_id": "0be7015aebf1450f9a92c3edea28efce",
      "goal": "Open agoda. Scour for a first-class flight from Tokyo to Los Angeles. Leaving on August 15 and returning on August 29. Two adults. Sort by shortest duration.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7964285314083099,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.964320182800293,
    "avg_ui_similarity": 0.9556284237884644
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "f430296835674669be3e4746948a5a3a",
          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7162904739379883,
        "action_similarity": 0.9236582517623901,
        "ui_similarity": 0.9148940218554306
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      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7016030550003052,
        "action_similarity": 0.8784649968147278,
        "ui_similarity": 0.9422264074241995
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    ],
    "query": {
      "episode_id": "4fc86853b0bf4f588ab9a7082f30eda3",
      "goal": "Open agoda. Search for a hotel room in Chealsea, London. From October 1 to October 5. Guests are 2 adults and 1 child in two rooms. Filters are \"4 star rating\" + \"Air conditioning\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7089467644691467,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.901061624288559,
    "avg_ui_similarity": 0.9285602146398151
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "322d6c563c5e4925b480fca675a1a374",
          "goal": "Open agoda. Search for Agoda homes in Athens. Choose dates from November 20 to December 20. Three adults. Filter price to less than half of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8079061508178711,
        "action_similarity": 0.8753540515899658,
        "ui_similarity": 0.852286985539699
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      {
        "episode": {
          "episode_id": "13438f4ca90749c392396d2371a18fab",
          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7845499515533447,
        "action_similarity": 0.8658720850944519,
        "ui_similarity": 0.8590899206726861
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    ],
    "query": {
      "episode_id": "c7c817b7b2804cefb08e920affc66acb",
      "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7962280511856079,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8706130683422089,
    "avg_ui_similarity": 0.8556884531061926
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "ed4d8708b4434988937983f14c7eae14",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7097161412239075,
        "action_similarity": 0.8509842157363892,
        "ui_similarity": 0.9479781340034783
      },
      {
        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6923447847366333,
        "action_similarity": 0.8922691345214844,
        "ui_similarity": 0.9611040963483305
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    ],
    "query": {
      "episode_id": "48f4f21ed18e40e6b7cf2b77b4a35af1",
      "goal": "Open agoda. Search for a flight. Departure time is May 2 from Singapore to Vienna. Return time is May10. Two adults with one child. Add the first one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7010304629802704,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8716266751289368,
    "avg_ui_similarity": 0.9545411151759045
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "84f8304dc1a14522b800cddb0c49fce3",
          "goal": "Open agoda. I want to book a return train trip. Departure from Manchester and arrival to Birmingham on August 3. Return trip on August 5. Passengers are 1 adult and 1 child.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8998624086380005,
        "action_similarity": 0.9226193428039551,
        "ui_similarity": 0.8764213893860486
      },
      {
        "episode": {
          "episode_id": "6f1d3e30342c45699612c416b5112ef1",
          "goal": "Open agoda. Book a return train trip. Departure from Glasgow to Edinburgh is set for July 3 and return is on July 5. Passenger detail includes 1 adult and 2 children.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.654636561870575,
        "action_similarity": 0.9253071546554565,
        "ui_similarity": 0.9454082384773921
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    ],
    "query": {
      "episode_id": "ef5638829f2542a4b525d9646284fd59",
      "goal": "Open agoda. I want to book a return train trip. Departure from Leeds to Liverpool on November 10. Return trip on November 20. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7772494852542877,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9239632487297058,
    "avg_ui_similarity": 0.9109148139317204
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "7e23d2a6546748428e356709cc50429b",
          "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8294718861579895,
        "action_similarity": 0.8803865313529968,
        "ui_similarity": 0.959531481978958
      },
      {
        "episode": {
          "episode_id": "13438f4ca90749c392396d2371a18fab",
          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6352628469467163,
        "action_similarity": 0.9051413536071777,
        "ui_similarity": 0.9815285027876094
      }
    ],
    "query": {
      "episode_id": "b1c81bd56002411585026d1cc14a5829",
      "goal": "Open agoda. Search for Agoda homes in Sydney. Choose dates from October 2 to October 18. Three adults. Filter price to less than half of the highest price. What is the highest price in the list?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7323673665523529,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8927639424800873,
    "avg_ui_similarity": 0.9705299923832837
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9265904426574707,
        "action_similarity": 0.9357253909111023,
        "ui_similarity": 0.889020364686069
      },
      {
        "episode": {
          "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8427961468696594,
        "action_similarity": 0.9394915699958801,
        "ui_similarity": 0.9015484584918879
      }
    ],
    "query": {
      "episode_id": "f430296835674669be3e4746948a5a3a",
      "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8846932947635651,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9376084804534912,
    "avg_ui_similarity": 0.8952844115889784
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "e8a3c84642d44a47b45d401d571f74fc",
          "goal": "Open agoda. Search for a hotel in Tokyo. Set the check-in date to May 15 and check-out date to May 25. Filter by \"4-star rating\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7661881446838379,
        "action_similarity": 0.7606120109558105,
        "ui_similarity": 0.5846414682056281
      },
      {
        "episode": {
          "episode_id": "bc62e26c71084c6b9934203008a83c69",
          "goal": "Open agoda. Search for deals. Select \"travel to Japan\". Bookmark first hotel on the list.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7281966209411621,
        "action_similarity": 0.8113275766372681,
        "ui_similarity": 0.66136862495649
      }
    ],
    "query": {
      "episode_id": "836e25f05d154813ba6211d6a2530431",
      "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7471923828125,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7859697937965393,
    "avg_ui_similarity": 0.623005046581059
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "aff1a041365e44f7b039216811775493",
          "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8103501796722412,
        "action_similarity": 0.8353644013404846,
        "ui_similarity": 0.8881418441273968
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      {
        "episode": {
          "episode_id": "039efbd30e5b48219a4a52cc22ad5021",
          "goal": "Open agoda. Book a flight from Sydney to Melbourne. Departure time is June 1. One way trip. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7798488736152649,
        "action_similarity": 0.9254797697067261,
        "ui_similarity": 0.9698167265333356
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    ],
    "query": {
      "episode_id": "4fecb3913ab3440c9994e9862f3d8660",
      "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.795099526643753,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8804220855236053,
    "avg_ui_similarity": 0.9289792853303662
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "4fc86853b0bf4f588ab9a7082f30eda3",
          "goal": "Open agoda. Search for a hotel room in Chealsea, London. From October 1 to October 5. Guests are 2 adults and 1 child in two rooms. Filters are \"4 star rating\" + \"Air conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6891248226165771,
        "action_similarity": 0.9189777374267578,
        "ui_similarity": 0.9677219557180659
      },
      {
        "episode": {
          "episode_id": "f430296835674669be3e4746948a5a3a",
          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6757317781448364,
        "action_similarity": 0.9334169626235962,
        "ui_similarity": 0.9108000435177055
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    ],
    "query": {
      "episode_id": "60e6003b93ae4493b0528c00719fe5ac",
      "goal": "Open agoda. Look for a 5-star hotel in London. Check-in on September 1 and check-out on September 10. Guests include two adults and a child. Ensure to add the top suggested hotel to your cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6824283003807068,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.926197350025177,
    "avg_ui_similarity": 0.9392609996178857
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "b1c81bd56002411585026d1cc14a5829",
          "goal": "Open agoda. Search for Agoda homes in Sydney. Choose dates from October 2 to October 18. Three adults. Filter price to less than half of the highest price. What is the highest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8294718265533447,
        "action_similarity": 0.8803865313529968,
        "ui_similarity": 0.9595314819789579
      },
      {
        "episode": {
          "episode_id": "3502f4862f6245e28e21789df4d6e540",
          "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7012693881988525,
        "action_similarity": 0.6549844145774841,
        "ui_similarity": 0.8150590533380604
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    ],
    "query": {
      "episode_id": "7e23d2a6546748428e356709cc50429b",
      "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7653706073760986,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7676854729652405,
    "avg_ui_similarity": 0.8872952676585091
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "973f295c634647368374ffbf5f63779a",
          "goal": "Open agoda. Search temporary apartments in Toronto via Agoda homes. Move-in date is September 15, move-out date is October 15. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8097429275512695,
        "action_similarity": 0.8700303435325623,
        "ui_similarity": 0.950880386278811
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      {
        "episode": {
          "episode_id": "d013ca151d76430eac5c1be91ae049c3",
          "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7589251399040222,
        "action_similarity": 0.8322824239730835,
        "ui_similarity": 0.7963930621587517
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    ],
    "query": {
      "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
      "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7843340337276459,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8511563837528229,
    "avg_ui_similarity": 0.8736367242187814
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8496657609939575,
        "action_similarity": 0.9422377347946167,
        "ui_similarity": 0.9455900990468092
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      {
        "episode": {
          "episode_id": "0b90cad9aa0b4945baddfc2c154ff4b3",
          "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8239973783493042,
        "action_similarity": 0.9202484488487244,
        "ui_similarity": 0.9172811513578115
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    ],
    "query": {
      "episode_id": "32681e1003f24f2fb7d6e82962a51317",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8368315696716309,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9312430918216705,
    "avg_ui_similarity": 0.9314356252023104
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "17423353d21445a790e1301bab2b0225",
          "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7974717020988464,
        "action_similarity": 0.9028571248054504,
        "ui_similarity": 0.9806527120986163
      },
      {
        "episode": {
          "episode_id": "b31f339a2d6441bb994b4a30f184a267",
          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7622302770614624,
        "action_similarity": 0.8236762881278992,
        "ui_similarity": 0.983126239199935
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    ],
    "query": {
      "episode_id": "ed4d8708b4434988937983f14c7eae14",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7798509895801544,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8632667064666748,
    "avg_ui_similarity": 0.9818894756492756
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8097429275512695,
        "action_similarity": 0.8700303435325623,
        "ui_similarity": 0.9508803862788107
      },
      {
        "episode": {
          "episode_id": "d013ca151d76430eac5c1be91ae049c3",
          "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7545034289360046,
        "action_similarity": 0.8608919382095337,
        "ui_similarity": 0.8447128217574076
      }
    ],
    "query": {
      "episode_id": "973f295c634647368374ffbf5f63779a",
      "goal": "Open agoda. Search temporary apartments in Toronto via Agoda homes. Move-in date is September 15, move-out date is October 15. Monthly budget is less than $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7821231782436371,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.865461140871048,
    "avg_ui_similarity": 0.8977966040181091
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "516c682426ea48ee919bea53f4595904",
          "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6885035634040833,
        "action_similarity": 0.9014765024185181,
        "ui_similarity": 0.543635234221017
      },
      {
        "episode": {
          "episode_id": "b4ba9aebc0cc4e04a92fd2966368f80c",
          "goal": "Open agoda. Find a car rental in Orlando. Pick up date is October 10, at 8:00am. Drop-off date is October 18, at 8:00pm. Filters: \"Price under $100 per day\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6383230090141296,
        "action_similarity": 0.9239897727966309,
        "ui_similarity": 0.6003436204818562
      }
    ],
    "query": {
      "episode_id": "2242ccea38d5480593335d904ca19869",
      "goal": "Open agoda. Find a car rental in San Francisco. Pick up date is September 1, at 10:00am. Drop-off date is September 7, at 10:00am. Filters are \"price under 1000$ per day\" + \"automatic transmission\" + \"deposit under 5000$\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6634132862091064,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9127331376075745,
    "avg_ui_similarity": 0.5719894273514365
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8496657609939575,
        "action_similarity": 0.9422377347946167,
        "ui_similarity": 0.9455900990468094
      },
      {
        "episode": {
          "episode_id": "0b90cad9aa0b4945baddfc2c154ff4b3",
          "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8116046190261841,
        "action_similarity": 0.9295705556869507,
        "ui_similarity": 0.9689481754569077
      }
    ],
    "query": {
      "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
      "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8306351900100708,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9359041452407837,
    "avg_ui_similarity": 0.9572691372518585
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "898b2bce02234fbbbeda0ea725e47a6b",
          "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9239274263381958,
        "action_similarity": 0.8880536556243896,
        "ui_similarity": 0.9075753957718985
      },
      {
        "episode": {
          "episode_id": "07e16dea94b94552a037611207b80422",
          "goal": "Open agoda. Book a flight from Tokyo to Seoul. Departure time is July 1. Return on July 10. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9081279635429382,
        "action_similarity": 0.8764289617538452,
        "ui_similarity": 0.9631961493090629
      }
    ],
    "query": {
      "episode_id": "70989a480e3245f8b126c4e7701fb64b",
      "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.916027694940567,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8822413086891174,
    "avg_ui_similarity": 0.9353857725404807
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "c72bbe8ec7964c7c9deb76517281ab8d",
          "goal": "Open agoda. Search for a hotel in Dubai. Check in on May 1st and check out on May 7th. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7133830189704895,
        "action_similarity": 0.8374519348144531,
        "ui_similarity": 0.9142785860433683
      },
      {
        "episode": {
          "episode_id": "ea5359beda694366821795387871c6d6",
          "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 1 children in one room, one adult with 1 children in another room. Filter results with breakfast included, 4 star rating, and payment option is pay at the hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6916117668151855,
        "action_similarity": 0.8142041563987732,
        "ui_similarity": 0.8333675680533281
      }
    ],
    "query": {
      "episode_id": "619f17d5c13345aea98594ea190c49d0",
      "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 3 children, one room. Sort the results by price from low to high. What is the lowest price in the hotel?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7024973928928375,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8258280456066132,
    "avg_ui_similarity": 0.8738230770483482
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "9aa92e9d23ae4154841608d99f3e96dc",
          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.761859655380249,
        "action_similarity": 0.7984198927879333,
        "ui_similarity": 0.9027420522682061
      },
      {
        "episode": {
          "episode_id": "4129751efd904bb1b9b6284277800927",
          "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7112375497817993,
        "action_similarity": 0.8918243646621704,
        "ui_similarity": 0.9728522171276655
      }
    ],
    "query": {
      "episode_id": "1266faf07a494730942fe471080f5259",
      "goal": "Open agoda. Search for a villa in Miami through agoda homes. Check-in date is December 1, check-out date is January 1. No specific requirements for location or price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7365486025810242,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8451221287250519,
    "avg_ui_similarity": 0.9377971346979358
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "4129751efd904bb1b9b6284277800927",
          "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8449482321739197,
        "action_similarity": 0.8837162256240845,
        "ui_similarity": 0.946076794835
      },
      {
        "episode": {
          "episode_id": "9aa92e9d23ae4154841608d99f3e96dc",
          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8181037902832031,
        "action_similarity": 0.7860485315322876,
        "ui_similarity": 0.9467203218709076
      }
    ],
    "query": {
      "episode_id": "e786e0dfceef4d4b8f0f89bf59503995",
      "goal": "Open agoda. Search temporary villas in Bali through Agoda homes. Move-in date is June 1, move-out date is July 31. Monthly budget is less than $5000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8315260112285614,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.834882378578186,
    "avg_ui_similarity": 0.9463985583529537
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "209a46e42e6b44dfaf4723bdbd71e222",
          "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7890821695327759,
        "action_similarity": 0.7741856575012207,
        "ui_similarity": 0.8298380393969701
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      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7390897274017334,
        "action_similarity": 0.892600953578949,
        "ui_similarity": 0.9809043747187774
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    ],
    "query": {
      "episode_id": "24541e55de29434aad477608959b49fb",
      "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7640859484672546,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8333933055400848,
    "avg_ui_similarity": 0.9053712070578738
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  {
    "app": "agoda",
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      {
        "episode": {
          "episode_id": "ebb919bb81d14c15b087138908a168f2",
          "goal": "Open agoda. I want to book a self-catering villa in Italy. Arrival date is July 10 and leaving date is July 24. Guests are 2 adults and 3 children. Filter choices by \"swimming pool\" + \"private parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8050066232681274,
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      {
        "episode": {
          "episode_id": "209a46e42e6b44dfaf4723bdbd71e222",
          "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6805884838104248,
        "action_similarity": 0.9427176713943481,
        "ui_similarity": 0.9754554477312182
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    "query": {
      "episode_id": "e671425b231249df9a19f2fce97d1a41",
      "goal": "Open agoda. Book a self-catering villa in Greece. Arrival date is July 30 and leaving date is August 10. Guests are 2 adults and 2 children. Filter by \"Free Wifi\" + \"Free parking\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7427975535392761,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8967137932777405,
    "avg_ui_similarity": 0.9351594205149498
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "836e25f05d154813ba6211d6a2530431",
          "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7661881446838379,
        "action_similarity": 0.7606120109558105,
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      {
        "episode": {
          "episode_id": "bc62e26c71084c6b9934203008a83c69",
          "goal": "Open agoda. Search for deals. Select \"travel to Japan\". Bookmark first hotel on the list.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6986564993858337,
        "action_similarity": 0.7431987524032593,
        "ui_similarity": 0.8510913372941404
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    "query": {
      "episode_id": "e8a3c84642d44a47b45d401d571f74fc",
      "goal": "Open agoda. Search for a hotel in Tokyo. Set the check-in date to May 15 and check-out date to May 25. Filter by \"4-star rating\" + \"no prepayment needed\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7324223220348358,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7519053816795349,
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "24541e55de29434aad477608959b49fb",
          "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6961770057678223,
        "action_similarity": 0.8646684885025024,
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      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.679984450340271,
        "action_similarity": 0.8943718671798706,
        "ui_similarity": 0.877789931662104
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    ],
    "query": {
      "episode_id": "8fb5e4c35ae14405bb2c9162247cb510",
      "goal": "Open agoda. Search for hotel rooms in Berlin. From June 5 to June 12. Passengers are 2 adults in one room. Filters: \"Free cancellation\" + \"4 Star rating\" + \"Pet friendly\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6880807280540466,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8795201778411865,
    "avg_ui_similarity": 0.8754603137928392
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "aff1a041365e44f7b039216811775493",
          "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8013521432876587,
        "action_similarity": 0.8930677771568298,
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      {
        "episode": {
          "episode_id": "4fecb3913ab3440c9994e9862f3d8660",
          "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7705100178718567,
        "action_similarity": 0.8846158981323242,
        "ui_similarity": 0.955647370529207
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    ],
    "query": {
      "episode_id": "89cc27c419624047b06943e419a669e8",
      "goal": "Open agoda. I want to fly from Sydney to Honolulu. Departure is December 20. Return on December 27. Passengers: 2 adults and 2 children. Sort by departure time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7859310805797577,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.888841837644577,
    "avg_ui_similarity": 0.9592621716235361
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "d174f727c27b40f8a262fc4dba77e821",
          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8775252103805542,
        "action_similarity": 0.8852399587631226,
        "ui_similarity": 0.9113206614886423
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      {
        "episode": {
          "episode_id": "cf48a786b2f54e50a7014308053e43e9",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Rome. Return time is June 30. Two adults with a child.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7794640064239502,
        "action_similarity": 0.8454911708831787,
        "ui_similarity": 0.983110514866575
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    "query": {
      "episode_id": "cf951be08f5a438bbfac929f0cb11a15",
      "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8284946084022522,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8653655648231506,
    "avg_ui_similarity": 0.9472155881776086
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "c7c817b7b2804cefb08e920affc66acb",
          "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8079061508178711,
        "action_similarity": 0.8753540515899658,
        "ui_similarity": 0.852286985539699
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      {
        "episode": {
          "episode_id": "13438f4ca90749c392396d2371a18fab",
          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7686616778373718,
        "action_similarity": 0.8989574313163757,
        "ui_similarity": 0.9670345621909545
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    ],
    "query": {
      "episode_id": "322d6c563c5e4925b480fca675a1a374",
      "goal": "Open agoda. Search for Agoda homes in Athens. Choose dates from November 20 to December 20. Three adults. Filter price to less than half of the highest price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7882839143276215,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8871557414531708,
    "avg_ui_similarity": 0.9096607738653267
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "13438f4ca90749c392396d2371a18fab",
          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6763707995414734,
        "action_similarity": 0.8922681212425232,
        "ui_similarity": 0.8539987682411517
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      {
        "episode": {
          "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6556909084320068,
        "action_similarity": 0.8692071437835693,
        "ui_similarity": 0.9642655455531375
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    ],
    "query": {
      "episode_id": "114a81c9d9b7445d8f8b1e10ffec554c",
      "goal": "Open agoda. Book short-term apartments in Berlin through Agoda homes. Check-in date is September 15, check-out date is September 30. Price limit is $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6660308539867401,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8807376325130463,
    "avg_ui_similarity": 0.9091321568971447
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "619f17d5c13345aea98594ea190c49d0",
          "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 3 children, one room. Sort the results by price from low to high. What is the lowest price in the hotel?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7133830189704895,
        "action_similarity": 0.8374519348144531,
        "ui_similarity": 0.9142785860433683
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      {
        "episode": {
          "episode_id": "7e23d2a6546748428e356709cc50429b",
          "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.658756673336029,
        "action_similarity": 0.770919144153595,
        "ui_similarity": 0.9144490164271429
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    ],
    "query": {
      "episode_id": "c72bbe8ec7964c7c9deb76517281ab8d",
      "goal": "Open agoda. Search for a hotel in Dubai. Check in on May 1st and check out on May 7th. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6860698461532593,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.804185539484024,
    "avg_ui_similarity": 0.9143638012352556
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "105ec527eccb4a46a7af9638cfd00116",
          "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6674546599388123,
        "action_similarity": 0.8906298875808716,
        "ui_similarity": 0.46467175037658354
      },
      {
        "episode": {
          "episode_id": "ea1d3393c79340c794e6a1ea028121dd",
          "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6225367188453674,
        "action_similarity": 0.7091289758682251,
        "ui_similarity": 0.8170859203652784
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    ],
    "query": {
      "episode_id": "fd24a6e528ef4846b9a0cd2d6408c330",
      "goal": "Open agoda. View last-minute deals for hotels in Hong Kong today. No filter. Save three options to compare later.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6449956893920898,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7998794317245483,
    "avg_ui_similarity": 0.6408788353709309
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "27991ed29a0f45c2a9755504e3bc262c",
          "goal": "Open agoda. Search for a hotel in Rome. Set the check-in date to August 15 and check-out date to August 20. Filter by \"price lower than $200 per night\" + \"Free Wifi\" + \"Free Parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.722015380859375,
        "action_similarity": 0.8755996227264404,
        "ui_similarity": 0.9797783238057608
      },
      {
        "episode": {
          "episode_id": "25e8a719e2d24652b052c6d320b99e0d",
          "goal": "Open agoda. Find a car rental in Madrid. Pick up date is October 1, at 10:00am. Drop-off date is October 7, at 10:00am. Filters are 'price under 150$ per day' + 'Air Conditioning + 'Automatic Transmission'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7200304269790649,
        "action_similarity": 0.8273651003837585,
        "ui_similarity": 0.5464154562698887
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    ],
    "query": {
      "episode_id": "e35833491920439a8ebb8546321b5efe",
      "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.72102290391922,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8514823615550995,
    "avg_ui_similarity": 0.7630968900378248
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "e35833491920439a8ebb8546321b5efe",
          "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.722015380859375,
        "action_similarity": 0.8755996227264404,
        "ui_similarity": 0.979778323805761
      },
      {
        "episode": {
          "episode_id": "d013ca151d76430eac5c1be91ae049c3",
          "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6586501598358154,
        "action_similarity": 0.7952089905738831,
        "ui_similarity": 0.8511118483344763
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    ],
    "query": {
      "episode_id": "27991ed29a0f45c2a9755504e3bc262c",
      "goal": "Open agoda. Search for a hotel in Rome. Set the check-in date to August 15 and check-out date to August 20. Filter by \"price lower than $200 per night\" + \"Free Wifi\" + \"Free Parking\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.6903327703475952,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8354043066501617,
    "avg_ui_similarity": 0.9154450860701187
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "f430296835674669be3e4746948a5a3a",
          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9265904426574707,
        "action_similarity": 0.9357253909111023,
        "ui_similarity": 0.8890203646860689
      },
      {
        "episode": {
          "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8101364374160767,
        "action_similarity": 0.898333728313446,
        "ui_similarity": 0.9845902221804127
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    ],
    "query": {
      "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
      "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8683634400367737,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9170295596122742,
    "avg_ui_similarity": 0.9368052934332408
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "df5954ab42824f2da9e003c70720dc97",
          "goal": "Open agoda. Confirm flight availability from Kuala Lumpur to Jakarta. Set departure for June 2, with the return date on June 9. Passengers include one adult and two children. Look for evening flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7279940247535706,
        "action_similarity": 0.8391652703285217,
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      {
        "episode": {
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          "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6788108348846436,
        "action_similarity": 0.9263399243354797,
        "ui_similarity": 0.9803715095090441
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      "episode_id": "4bd64f950cd84556904607fed88aebbb",
      "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8827525973320007,
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          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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      "episode_id": "1ea53cf2fe0b4b598f4fecdc1d87fc06",
      "goal": "Open agoda. Search for a flight with a departure time of October 1 from Berlin to Amsterdam. Without return. Filter the airline by Lufthansa. Add the top suggested flight to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.865212470293045,
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    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Search for a hotel in Tokyo. Set the check-in date to May 15 and check-out date to May 25. Filter by \"4-star rating\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6986564993858337,
        "action_similarity": 0.7431987524032593,
        "ui_similarity": 0.8510913372941403
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    "query": {
      "episode_id": "bc62e26c71084c6b9934203008a83c69",
      "goal": "Open agoda. Search for deals. Select \"travel to Japan\". Bookmark first hotel on the list.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7134265601634979,
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    "avg_action_similarity": 0.7772631645202637,
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8103502988815308,
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          "goal": "Open agoda. I want to fly from Sydney to Honolulu. Departure is December 20. Return on December 27. Passengers: 2 adults and 2 children. Sort by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8013522028923035,
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      "episode_id": "aff1a041365e44f7b039216811775493",
      "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9081279635429382,
        "action_similarity": 0.8764289617538452,
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    "query": {
      "episode_id": "07e16dea94b94552a037611207b80422",
      "goal": "Open agoda. Book a flight from Tokyo to Seoul. Departure time is July 1. Return on July 10. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.9133580327033997,
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    "avg_action_similarity": 0.9232584536075592,
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    "app": "agoda",
    "support": [
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          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7589251399040222,
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        "episode": {
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          "goal": "Open agoda. Search temporary apartments in Toronto via Agoda homes. Move-in date is September 15, move-out date is October 15. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7545034289360046,
        "action_similarity": 0.8608919382095337,
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    "query": {
      "episode_id": "d013ca151d76430eac5c1be91ae049c3",
      "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7567142844200134,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Book a flight from Tokyo to Seoul. Departure time is July 1. Return on July 10. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.699280858039856,
        "action_similarity": 0.7787610292434692,
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    "query": {
      "episode_id": "75b53570c33242d48a9631541de1bd69",
      "goal": "Open agoda. Book a hotel room in Seoul. From July 1 to July 10. Filtering with \"car park\" + \"breakfast included\" + \"5 star rating\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.7412205338478088,
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    "split": "train",
    "avg_action_similarity": 0.8379724621772766,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9144402742385864,
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      {
        "episode": {
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          "goal": "Open agoda. Search temporary villas in Bali through Agoda homes. Move-in date is June 1, move-out date is July 31. Monthly budget is less than $5000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8449482321739197,
        "action_similarity": 0.8837162256240845,
        "ui_similarity": 0.9460767948350003
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    "query": {
      "episode_id": "4129751efd904bb1b9b6284277800927",
      "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.879694253206253,
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    "avg_action_similarity": 0.8571892976760864,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7279940247535706,
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is May 2 from Singapore to Vienna. Return time is May10. Two adults with one child. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6670770645141602,
        "action_similarity": 0.8617922067642212,
        "ui_similarity": 0.9632679665107593
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    "query": {
      "episode_id": "df5954ab42824f2da9e003c70720dc97",
      "goal": "Open agoda. Confirm flight availability from Kuala Lumpur to Jakarta. Set departure for June 2, with the return date on June 9. Passengers include one adult and two children. Look for evening flights only.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.6975355446338654,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8504787385463715,
    "avg_ui_similarity": 0.9166381989577499
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7200304269790649,
        "action_similarity": 0.8273651003837585,
        "ui_similarity": 0.5464154562698893
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      {
        "episode": {
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          "goal": "Open agoda. Find a car rental in Orlando. Pick up date is October 10, at 8:00am. Drop-off date is October 18, at 8:00pm. Filters: \"Price under $100 per day\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7021769285202026,
        "action_similarity": 0.8271627426147461,
        "ui_similarity": 0.7002267100848476
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    ],
    "query": {
      "episode_id": "25e8a719e2d24652b052c6d320b99e0d",
      "goal": "Open agoda. Find a car rental in Madrid. Pick up date is October 1, at 10:00am. Drop-off date is October 7, at 10:00am. Filters are 'price under 150$ per day' + 'Air Conditioning + 'Automatic Transmission'.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7111036777496338,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8272639214992523,
    "avg_ui_similarity": 0.6233210831773685
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  {
    "app": "agoda",
    "support": [
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        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8239973783493042,
        "action_similarity": 0.9202484488487244,
        "ui_similarity": 0.9172811513578114
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      {
        "episode": {
          "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8116046190261841,
        "action_similarity": 0.9295705556869507,
        "ui_similarity": 0.9689481754569084
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    ],
    "query": {
      "episode_id": "0b90cad9aa0b4945baddfc2c154ff4b3",
      "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 2,
    "avg_similarity": 0.8178009986877441,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.9249095022678375,
    "avg_ui_similarity": 0.9431146634073599
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8558309078216553,
        "action_similarity": 0.9438483119010925,
        "ui_similarity": 0.9120659461984353
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      {
        "episode": {
          "episode_id": "cf951be08f5a438bbfac929f0cb11a15",
          "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7794640064239502,
        "action_similarity": 0.8454911708831787,
        "ui_similarity": 0.9831105148665749
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    ],
    "query": {
      "episode_id": "cf48a786b2f54e50a7014308053e43e9",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Rome. Return time is June 30. Two adults with a child.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.8176474571228027,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.8946697413921356,
    "avg_ui_similarity": 0.9475882305325051
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  {
    "app": "agoda",
    "support": [
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        "episode": {
          "episode_id": "105ec527eccb4a46a7af9638cfd00116",
          "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8147463202476501,
        "action_similarity": 0.7036105990409851,
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      {
        "episode": {
          "episode_id": "ca6bbc50c24a467aab576f6dc93f4e70",
          "goal": "Open agoda. Search for a hotel in Bangkok. Check in on August 1 and check out on August 10. One adult. Filter for 4 star rating. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6696023344993591,
        "action_similarity": 0.8467822074890137,
        "ui_similarity": 0.914543584103692
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    ],
    "query": {
      "episode_id": "1861cd09b03e492499c8f5038a869388",
      "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 2,
    "avg_similarity": 0.7421743273735046,
    "target_shot": 2,
    "split": "train",
    "avg_action_similarity": 0.7751964032649994,
    "avg_ui_similarity": 0.6682844155608623
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "1861cd09b03e492499c8f5038a869388",
          "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8147463202476501,
        "action_similarity": 0.7036105990409851,
        "ui_similarity": 0.42202524701803246
      },
      {
        "episode": {
          "episode_id": "fd24a6e528ef4846b9a0cd2d6408c330",
          "goal": "Open agoda. View last-minute deals for hotels in Hong Kong today. No filter. Save three options to compare later.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6674546599388123,
        "action_similarity": 0.8906298875808716,
        "ui_similarity": 0.46467175037658337
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    ],
    "query": {
      "episode_id": "105ec527eccb4a46a7af9638cfd00116",
      "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
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      "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
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      "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
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      "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
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          "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
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      "goal": "Open agoda. I want to book a self-catering apartment in Lisbon. Arrival date is August 20 and leaving date is September 1. Guests are 2 adults and 1 child. Filter choices by \"swimming pool\" + \"free Wifi\" + \"Pets allowed\".",
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      "goal": "Open agoda. Find a flight from San Francisco to Seattle on June 12 and return on June 19. Passenger is one adult.",
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      "goal": "Open Sephora. Open \"Favorites\". Remove the third product from the list.",
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        "episode": {
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    "query": {
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      "goal": "Open Ebay. Search for \"Headphones\". Set condition to \"Used\" and sort by \"Price + Shipping: lowest first\". Observe the third product and add it into your watchlist. Verify the shipping and payment details.",
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      "domain": "E-Commerce & Shopping",
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      {
        "episode": {
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          "detected_app": "ebay",
          "domain": "E-Commerce & Shopping",
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        "similarity": 0.8695201277732849,
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    ],
    "query": {
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      "goal": "Open Google Maps. Search \"Madison Square Garden\". Get directions from Dumbo and select public transit. How long does it take if I choose the first route?",
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        "episode": {
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          "goal": "Open Google Maps. Search \"Madison Square Garden\". Get directions from Dumbo and select public transit. How long does it take if I choose the first route?",
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        "similarity": 0.6410852074623108,
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      "goal": "Open Google Maps. Show fastest public transit route to work place.",
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      "goal": "Open SHEIN. Browse the category \"Shoes\". Filter by \"size L\". Add the first pair to the cart. Check the return policy for the product.",
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      "goal": "Open SHEIN. Go to \"Shoes\" category and filter by \"size S\". Select the fifth shoe and add it to cart. What is its return policy?",
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      "goal": "Open SHEIN. Select \"Dresses\" subcategory. Choose an item with 3-star rating or more and check its description.",
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      "goal": "Open SHEIN. Open cart and remove the last item. What is the total price of the items in cart now?",
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    "query": {
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        "episode": {
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    "query": {
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      "goal": "Open SHEIN. Find \"women sunglasses\" in the search bar. Sort by \"most popular\". Add the top one to wishlist.",
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      "domain": "E-Commerce & Shopping",
      "split": "test"
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          "split": "test"
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        "similarity": 0.6863785982131958,
        "action_similarity": 0.7020044326782227,
        "ui_similarity": 0.8772702484947397
      },
      {
        "episode": {
          "episode_id": "093cfa5cd75a4c088408a65533bfe2a6",
          "goal": "Open SHEIN. Look for \"men\"s watch\". Sort by \"price high to low\". Check the details of the fifth item. Add it to the cart.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6647667288780212,
        "action_similarity": 0.8331077694892883,
        "ui_similarity": 0.8366240003187813
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    ],
    "query": {
      "episode_id": "3ed812a6469546b2811073070c791883",
      "goal": "Open SHEIN. Go to \"Everyday loungewear\" section in women category. Sort by \"price low to high\". Select second product and add to cart.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6755726635456085,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7675561010837555,
    "avg_ui_similarity": 0.8569471244067605
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "1524f0c08555426fb63bcfa1d755a17a",
          "goal": "Open SHEIN. Search for \"women dresses\". Filter by \"maxi length\" and sort by \"popular\". Select the third item. Access and read its description. Add it to the cart.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8244085311889648,
        "action_similarity": 0.881240725517273,
        "ui_similarity": 0.9817651079941075
      },
      {
        "episode": {
          "episode_id": "c2f79fe100024902b4902b2dc5aac311",
          "goal": "Open SHEIN. Look for \"dresses\". Filter by \"color red\", then sort by \"new in\". Add the second dress from the list to the cart and proceed to checkout.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6641952991485596,
        "action_similarity": 0.8495568037033081,
        "ui_similarity": 0.8701610968235953
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    ],
    "query": {
      "episode_id": "c01a6980e8b449bb95bd81c547ccf7b2",
      "goal": "Open SHEIN. Browse category \"Dresses\". Sort items by \"popular\". Select the fifth dress from the top. Look for the size guide. Add the dress to the cart in size \"M\".",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7443019151687622,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8653987646102905,
    "avg_ui_similarity": 0.9259631024088515
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "ac1afd2704034b9fb1bf71d1525feefe",
          "goal": "Open SHEIN. Open cart and remove the first item. What is the total price of the items in cart?",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9819364547729492,
        "action_similarity": 0.963702917098999,
        "ui_similarity": 0.9579098455541553
      },
      {
        "episode": {
          "episode_id": "3abcb5dccfcc4a39b0ab5881c1e7938a",
          "goal": "Open SHEIN. Open cart and remove the last item. What is the total price of the items in cart now?",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9660109281539917,
        "action_similarity": 0.9723489880561829,
        "ui_similarity": 0.9853731624868173
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    ],
    "query": {
      "episode_id": "6e8005f769034899be11a849055ad1ae",
      "goal": "Open SHEIN. Open cart and remove the second item. What is the total price of the items in cart now?",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.9739736914634705,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9680259525775909,
    "avg_ui_similarity": 0.9716415040204862
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "6e8005f769034899be11a849055ad1ae",
          "goal": "Open SHEIN. Open cart and remove the second item. What is the total price of the items in cart now?",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.782471776008606,
        "action_similarity": 0.934837818145752,
        "ui_similarity": 0.9887656074840642
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      {
        "episode": {
          "episode_id": "ac1afd2704034b9fb1bf71d1525feefe",
          "goal": "Open SHEIN. Open cart and remove the first item. What is the total price of the items in cart?",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7670975923538208,
        "action_similarity": 0.9255210161209106,
        "ui_similarity": 0.9541150405547278
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    ],
    "query": {
      "episode_id": "25b6aed44c204fbe895c93b6e0a8ec5b",
      "goal": "Open SHEIN. Check your cart. Remove the second item. What is the total price of the items in wishlist now?",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7747846841812134,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9301794171333313,
    "avg_ui_similarity": 0.9714403240193961
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "74dae7c256e64542aeb082277cced501",
          "goal": "Open SHEIN. Search and select \"lipstick\". Sort by \"Most Popular\". Choose one and view its user reviews. Filter reviews by \"most recent\".",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.714582085609436,
        "action_similarity": 0.8129475116729736,
        "ui_similarity": 0.8736215631928697
      },
      {
        "episode": {
          "episode_id": "e215473c2e28491f8113ab9d4f08c323",
          "goal": "Open SHEIN. Select \"Dresses\" subcategory. Choose an item with 3-star rating or more and check its description.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6575475335121155,
        "action_similarity": 0.8119057416915894,
        "ui_similarity": 0.9724128489792534
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    ],
    "query": {
      "episode_id": "e22c36a185ee4c2d871cefc686be4601",
      "goal": "Open SHEIN. Find and select a \"black dress\". Sort by \"popularity\". Choose the fifth item and view its user reviews.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6860648095607758,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8124266266822815,
    "avg_ui_similarity": 0.9230172060860615
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "772e0d86feda442998fbbbf95ebf04f0",
          "goal": "Open SHEIN. Find \"men formal shoes\" in the search bar. Filter by \"EU size 46\". Add a pair to the wishlist, and check the return policy.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8448490500450134,
        "action_similarity": 0.9026376008987427,
        "ui_similarity": 0.9886114957173343
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      {
        "episode": {
          "episode_id": "faff583d45374bdbad0273bdc3a78bca",
          "goal": "Open SHEIN. Find \"men sneakers\". Filter by \"EU size 44\". Add the cheapest one to wishlist.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7453200817108154,
        "action_similarity": 0.8586530685424805,
        "ui_similarity": 0.8749642212138302
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    ],
    "query": {
      "episode_id": "33fa04a029b54d4ba082b63e08a31ea3",
      "goal": "Open SHEIN. Search for \"men sport shoes\" in the search bar. Filter by \"EU size 40\". Add a pair to the cart, and proceed to the checkout process.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7950845658779144,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8806453347206116,
    "avg_ui_similarity": 0.9317878584655823
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "c6af89437fba46549be4ec52d37f44ae",
          "goal": "Open SHEIN. Search \"women shoes\". Filter size to EU 38 and sort by highest rating. Select the fifth one and save it to wishlist.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7734986543655396,
        "action_similarity": 0.8753976821899414,
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      {
        "episode": {
          "episode_id": "772e0d86feda442998fbbbf95ebf04f0",
          "goal": "Open SHEIN. Find \"men formal shoes\" in the search bar. Filter by \"EU size 46\". Add a pair to the wishlist, and check the return policy.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7713309526443481,
        "action_similarity": 0.8308019638061523,
        "ui_similarity": 0.8613783777003532
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    ],
    "query": {
      "episode_id": "faff583d45374bdbad0273bdc3a78bca",
      "goal": "Open SHEIN. Find \"men sneakers\". Filter by \"EU size 44\". Add the cheapest one to wishlist.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7724148035049438,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8530998229980469,
    "avg_ui_similarity": 0.8904553489495921
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "3ed812a6469546b2811073070c791883",
          "goal": "Open SHEIN. Go to \"Everyday loungewear\" section in women category. Sort by \"price low to high\". Select second product and add to cart.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6863785982131958,
        "action_similarity": 0.7020044326782227,
        "ui_similarity": 0.8772702484947394
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      {
        "episode": {
          "episode_id": "8984e5f6acfd4a57a4d7ad6604397645",
          "goal": "Open SHEIN. Browse category \"Shoes\" in the home page. Sort price from high to low. Select the second item. Then check the return policy. Add the item to cart with size 37.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6690499782562256,
        "action_similarity": 0.7743978500366211,
        "ui_similarity": 0.9575663840856768
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    ],
    "query": {
      "episode_id": "fadeed0cc2d94329a3bee572b37361b8",
      "goal": "Open SHEIN. Search \"men joggers\". Filter by \"Size L\" and sort by \"price low to high\". Add the second item to your cart.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6777142882347107,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7382011413574219,
    "avg_ui_similarity": 0.9174183162902081
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  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "c01a6980e8b449bb95bd81c547ccf7b2",
          "goal": "Open SHEIN. Browse category \"Dresses\". Sort items by \"popular\". Select the fifth dress from the top. Look for the size guide. Add the dress to the cart in size \"M\".",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8244085907936096,
        "action_similarity": 0.881240725517273,
        "ui_similarity": 0.9817651079941077
      },
      {
        "episode": {
          "episode_id": "c2f79fe100024902b4902b2dc5aac311",
          "goal": "Open SHEIN. Look for \"dresses\". Filter by \"color red\", then sort by \"new in\". Add the second dress from the list to the cart and proceed to checkout.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6644910573959351,
        "action_similarity": 0.8729633092880249,
        "ui_similarity": 0.9256002043238536
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    ],
    "query": {
      "episode_id": "1524f0c08555426fb63bcfa1d755a17a",
      "goal": "Open SHEIN. Search for \"women dresses\". Filter by \"maxi length\" and sort by \"popular\". Select the third item. Access and read its description. Add it to the cart.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7444498240947723,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8771020174026489,
    "avg_ui_similarity": 0.9536826561589806
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6479433178901672,
        "action_similarity": 0.8751843571662903,
        "ui_similarity": 0.9485007119824029
      },
      {
        "episode": {
          "episode_id": "7eda2cc409064e8d8849d4506475814a",
          "goal": "Open Booking.com. Search round-trip flights from Tokyo to Seattle. Departure date 10 May, return date 20 May. 1 adult, 1 child. Business class. Sort by total travel time. One stop is okay.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6356456279754639,
        "action_similarity": 0.8746989369392395,
        "ui_similarity": 0.9175129099408688
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    ],
    "query": {
      "episode_id": "73dd5c56b68f45999975a5b9a6072972",
      "goal": "Open Booking.com. Book a round-trip flight from Los Angeles to Vancouver. Departing on August 2 and returning on August 8. For 2 adults and 2 children in first class. Sort by duration, non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6417944729328156,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8749416470527649,
    "avg_ui_similarity": 0.9330068109616358
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "a1eb6c5cff804540a50c65e3cd0fb161",
          "goal": "Open Booking.com. Rent a car in San Francisco from Sep 5 7 am to Sep 15 9 pm. Driver\"s age from 30 to 65. Filter by SUVs, Sixt supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8813061714172363,
        "action_similarity": 0.9555627107620239,
        "ui_similarity": 0.8780048889074855
      },
      {
        "episode": {
          "episode_id": "87b4421eb48c4abab4511282f08f8e07",
          "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063351511955261,
        "action_similarity": 0.8981795310974121,
        "ui_similarity": 0.8209734403853771
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    ],
    "query": {
      "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
      "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8438206613063812,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.926871120929718,
    "avg_ui_similarity": 0.8494891646464313
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "69e2dab7abbf449db7901a6574dd640f",
          "goal": "Open Booking.com. Find an apartment to rent in New York for July. Filter by \"2+ bedrooms\" + \"parking included\" + \"allows pets\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063452243804932,
        "action_similarity": 0.971011221408844,
        "ui_similarity": 0.8600558211160708
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7594374418258667,
        "action_similarity": 0.8314579725265503,
        "ui_similarity": 0.8133605949032374
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    ],
    "query": {
      "episode_id": "db416be932b8413bba38cd85e760cb61",
      "goal": "Open Booking.com. Search for apartments in New York, stay from July 11 to July 22. 1 adult. Filters: \"balcony\", \"Wifi\" and \"Free parking\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7828913331031799,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9012345969676971,
    "avg_ui_similarity": 0.8367082080096542
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9189506769180298,
        "action_similarity": 0.9341281652450562,
        "ui_similarity": 0.9282840517550062
      },
      {
        "episode": {
          "episode_id": "538d42392cd74e6faeaa8e20a571470d",
          "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8960314989089966,
        "action_similarity": 0.8791334629058838,
        "ui_similarity": 0.8371955510091541
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    ],
    "query": {
      "episode_id": "4391363161564fe0a20b1b892b18b4a6",
      "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.9074910879135132,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.90663081407547,
    "avg_ui_similarity": 0.8827398013820802
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
          "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7378692626953125,
        "action_similarity": 0.8606178760528564,
        "ui_similarity": 0.9810829305995471
      },
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7316170334815979,
        "action_similarity": 0.9071488380432129,
        "ui_similarity": 0.8598246336281354
      }
    ],
    "query": {
      "episode_id": "543101eb91c7451da8f27f92a2757543",
      "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7347431480884552,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8838833570480347,
    "avg_ui_similarity": 0.9204537821138412
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "2681d3bef8204066be238149e007b720",
          "goal": "Open Booking.com. Search a one-way flight from London to Madrid. Departure date 10 October. 1 adult in economy class. Filter for direct flights",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8464450836181641,
        "action_similarity": 0.9036312103271484,
        "ui_similarity": 0.9701902262701482
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      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.751168429851532,
        "action_similarity": 0.9372896552085876,
        "ui_similarity": 0.9723546523298648
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    ],
    "query": {
      "episode_id": "db6add737de1446587aa155da634bc5e",
      "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.798806756734848,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.920460432767868,
    "avg_ui_similarity": 0.9712724393000065
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
          "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6558228731155396,
        "action_similarity": 0.8949283361434937,
        "ui_similarity": 0.9185195464787024
      },
      {
        "episode": {
          "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
          "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6295140981674194,
        "action_similarity": 0.8778780698776245,
        "ui_similarity": 0.9498839991044193
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    ],
    "query": {
      "episode_id": "3f1176830c5146a0b8d54b05b59cbce7",
      "goal": "Open Booking.com. Rent a car in Paris from July 5 9 am to July 15 11 am. Filter by coupe type, Avis Car Rental supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6426684856414795,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8864032030105591,
    "avg_ui_similarity": 0.9342017727915608
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "d019ef060c2b40259458a5a8d8589b8f",
          "goal": "Open Booking.com. Search a return flight from Moscow to Paris. Departure date 10 September, return date 20 September. 1 adult. Economy class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8098118901252747,
        "action_similarity": 0.9229727983474731,
        "ui_similarity": 0.794600564351459
      },
      {
        "episode": {
          "episode_id": "65656e7aae9640c582986348cdbc01d0",
          "goal": "Open Booking.com. Search multi-city flights from New York to Paris on 15 May, from Paris to London on 30 May and from London to New York on 20 May. 1 Adult. First cabin class. Sort by price. No specific airlines.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7396335005760193,
        "action_similarity": 0.9128162264823914,
        "ui_similarity": 0.9685862423923611
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    ],
    "query": {
      "episode_id": "f0ad8c7bb2944f62802d9265007db615",
      "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.774722695350647,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9178945124149323,
    "avg_ui_similarity": 0.8815934033719101
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7254241704940796,
        "action_similarity": 0.7753175497055054,
        "ui_similarity": 0.965675913694788
      },
      {
        "episode": {
          "episode_id": "0ec3cd6403a3421fa158fc75a5557ed2",
          "goal": "Open Booking.com. Find a return flight from Delhi to Munich. Departure date 12 October, return date 25 October. 1 Adult in premium economy class. Sort by direct flight.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6791802048683167,
        "action_similarity": 0.8153653144836426,
        "ui_similarity": 0.8650782505190601
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    ],
    "query": {
      "episode_id": "af41b14992294864ac8c6abd4ab5ae2d",
      "goal": "Open Booking.com. Book a return flight from Berlin to Venice. Departure date 15 July, return date 22 July. 2 adults. Business class. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7023021876811981,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.795341432094574,
    "avg_ui_similarity": 0.915377082106924
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "543101eb91c7451da8f27f92a2757543",
          "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7122050523757935,
        "action_similarity": 0.879889965057373,
        "ui_similarity": 0.8329323820662342
      },
      {
        "episode": {
          "episode_id": "af41b14992294864ac8c6abd4ab5ae2d",
          "goal": "Open Booking.com. Book a return flight from Berlin to Venice. Departure date 15 July, return date 22 July. 2 adults. Business class. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6791802048683167,
        "action_similarity": 0.8153653144836426,
        "ui_similarity": 0.8650782505190601
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    ],
    "query": {
      "episode_id": "0ec3cd6403a3421fa158fc75a5557ed2",
      "goal": "Open Booking.com. Find a return flight from Delhi to Munich. Departure date 12 October, return date 25 October. 1 Adult in premium economy class. Sort by direct flight.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.695692628622055,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8476276397705078,
    "avg_ui_similarity": 0.8490053162926472
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
          "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9034549593925476,
        "action_similarity": 0.8656356334686279,
        "ui_similarity": 0.9563671035153072
      },
      {
        "episode": {
          "episode_id": "00241511ed5049419dcc2844b50a84d8",
          "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6078211069107056,
        "action_similarity": 0.6634927988052368,
        "ui_similarity": 0.826653944329988
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    ],
    "query": {
      "episode_id": "38077e608daa4128bca191118b79dfa5",
      "goal": "Open Booking.com. Find hotels in Sydney from 15 June until 25 June. 4 guests in 2 rooms.Filter by 5-star rating, free breakfast, and swimming pool.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7556380331516266,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7645642161369324,
    "avg_ui_similarity": 0.8915105239226475
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "577969850f53457598bbf79bcd0f3d0e",
          "goal": "Open Booking.com. Find a villa to rent in Bali for New Year\"s Eve. Filter by \"private pool\" + \"breakfast included\" + \"room service\" + \"Wonderful\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8484888076782227,
        "action_similarity": 0.9326684474945068,
        "ui_similarity": 0.8487305786365895
      },
      {
        "episode": {
          "episode_id": "da297fb0acec4aa8ac02e50b5c9bba38",
          "goal": "Open Booking.com. Look for a holiday rental in Bali for the entire August. Filters include \"sea view\", \"breakfast included\" and \"private pool\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8297885060310364,
        "action_similarity": 0.9783098697662354,
        "ui_similarity": 0.9263728583218558
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    ],
    "query": {
      "episode_id": "a4972a3ad505413e815265a41822d675",
      "goal": "Open Booking.com. Find a luxury villa in Bali from 5 August to 20 August with filters on \"private pool\", \"sea view\" and \"breakfast included\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8391386568546295,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9554891586303711,
    "avg_ui_similarity": 0.8875517184792227
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6688937544822693,
        "action_similarity": 0.9068729877471924,
        "ui_similarity": 0.8715922650468381
      },
      {
        "episode": {
          "episode_id": "83642fa4a55646fca8d96e395be836a6",
          "goal": "Open Booking.com. Search hotels in Dubai, from 1 June to 7 June. 2 guests in 1 room. US$400 to US$1000. Filter with very good, free WiFi and kitchen. Free cancellation. Sort by highest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6303256750106812,
        "action_similarity": 0.7960187792778015,
        "ui_similarity": 0.9171174378795958
      }
    ],
    "query": {
      "episode_id": "e5359422e5b24ffba896334c14cb2749",
      "goal": "Open Booking.com. Search for a flight from London to Dubai and return. Leave on June 10, come back on June 20. One adult and one child in business class. No stops preferred.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6496097147464752,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.851445883512497,
    "avg_ui_similarity": 0.8943548514632169
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "87b4421eb48c4abab4511282f08f8e07",
          "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8120306730270386,
        "action_similarity": 0.9651136994361877,
        "ui_similarity": 0.9357323990757814
      },
      {
        "episode": {
          "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
          "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6555452942848206,
        "action_similarity": 0.9390568137168884,
        "ui_similarity": 0.8876576141203047
      }
    ],
    "query": {
      "episode_id": "e4cf61ddd9404357bca515cbe22df044",
      "goal": "Open Booking.com. Reserve a rental car in Los Angeles. Pickup on June 15 and drop off on June 30. Choose a SUV class. Sort by customer reviews.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7337879836559296,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9520852565765381,
    "avg_ui_similarity": 0.9116950065980431
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "00241511ed5049419dcc2844b50a84d8",
          "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.844035267829895,
        "action_similarity": 0.9332025647163391,
        "ui_similarity": 0.9584227499068823
      },
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.670968770980835,
        "action_similarity": 0.8908030986785889,
        "ui_similarity": 0.879591324396735
      }
    ],
    "query": {
      "episode_id": "3cf06ebca42141848696c220c04136e1",
      "goal": "Open Booking.com. Look up a one-way flight from Melbourne to Auckland. Depart on June 22. 3 adults in business class. Stopovers are allowed. Sort by cheapest price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.757502019405365,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.912002831697464,
    "avg_ui_similarity": 0.9190070371518086
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "db6add737de1446587aa155da634bc5e",
          "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8464450836181641,
        "action_similarity": 0.9036312103271484,
        "ui_similarity": 0.9701902262701483
      },
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7009015679359436,
        "action_similarity": 0.8196752667427063,
        "ui_similarity": 0.9399579104488744
      }
    ],
    "query": {
      "episode_id": "2681d3bef8204066be238149e007b720",
      "goal": "Open Booking.com. Search a one-way flight from London to Madrid. Departure date 10 October. 1 adult in economy class. Filter for direct flights",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7736733257770538,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8616532385349274,
    "avg_ui_similarity": 0.9550740683595114
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8592580556869507,
        "action_similarity": 0.964891254901886,
        "ui_similarity": 0.8679701932747061
      },
      {
        "episode": {
          "episode_id": "016cd29c6da8488296e7ef18f014aee1",
          "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.717009425163269,
        "action_similarity": 0.8638745546340942,
        "ui_similarity": 0.8747634484914798
      }
    ],
    "query": {
      "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
      "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7881337404251099,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9143829047679901,
    "avg_ui_similarity": 0.8713668208830929
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "38077e608daa4128bca191118b79dfa5",
          "goal": "Open Booking.com. Find hotels in Sydney from 15 June until 25 June. 4 guests in 2 rooms.Filter by 5-star rating, free breakfast, and swimming pool.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9034549593925476,
        "action_similarity": 0.8656356334686279,
        "ui_similarity": 0.9563671035153074
      },
      {
        "episode": {
          "episode_id": "00241511ed5049419dcc2844b50a84d8",
          "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6260018348693848,
        "action_similarity": 0.7717239260673523,
        "ui_similarity": 0.8472421572823511
      }
    ],
    "query": {
      "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
      "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7647283971309662,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8186797797679901,
    "avg_ui_similarity": 0.9018046303988292
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
          "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7626835107803345,
        "action_similarity": 0.8531447649002075,
        "ui_similarity": 0.9348928714904452
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      {
        "episode": {
          "episode_id": "81f02c0029fc4e3a9328e457bdec0347",
          "goal": "Open Booking.com. Rent a car in New York from May 10, 8 am to May 15, 7 pm. Driver\"s age 45. Filter by large car type, Hertz rent supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6425579786300659,
        "action_similarity": 0.9223795533180237,
        "ui_similarity": 0.9461673069225142
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    ],
    "query": {
      "episode_id": "7ad146353c9e49ac951805cc5546e750",
      "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7026207447052002,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8877621591091156,
    "avg_ui_similarity": 0.9405300892064796
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7609096169471741,
        "action_similarity": 0.8637422323226929,
        "ui_similarity": 0.8523606698871135
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      {
        "episode": {
          "episode_id": "7eda2cc409064e8d8849d4506475814a",
          "goal": "Open Booking.com. Search round-trip flights from Tokyo to Seattle. Departure date 10 May, return date 20 May. 1 adult, 1 child. Business class. Sort by total travel time. One stop is okay.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7374547719955444,
        "action_similarity": 0.9243767261505127,
        "ui_similarity": 0.8947270761125938
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    ],
    "query": {
      "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
      "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7491821944713593,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8940594792366028,
    "avg_ui_similarity": 0.8735438729998537
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7848241925239563,
        "action_similarity": 0.8861815333366394,
        "ui_similarity": 0.869258565388261
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      {
        "episode": {
          "episode_id": "db6add737de1446587aa155da634bc5e",
          "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.751168429851532,
        "action_similarity": 0.9372896552085876,
        "ui_similarity": 0.9723546523298648
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    ],
    "query": {
      "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
      "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7679963111877441,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9117355942726135,
    "avg_ui_similarity": 0.920806608859063
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "db416be932b8413bba38cd85e760cb61",
          "goal": "Open Booking.com. Search for apartments in New York, stay from July 11 to July 22. 1 adult. Filters: \"balcony\", \"Wifi\" and \"Free parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063452243804932,
        "action_similarity": 0.971011221408844,
        "ui_similarity": 0.8600558211160708
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6407063007354736,
        "action_similarity": 0.8297821283340454,
        "ui_similarity": 0.9346299520103106
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    ],
    "query": {
      "episode_id": "69e2dab7abbf449db7901a6574dd640f",
      "goal": "Open Booking.com. Find an apartment to rent in New York for July. Filter by \"2+ bedrooms\" + \"parking included\" + \"allows pets\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7235257625579834,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9003966748714447,
    "avg_ui_similarity": 0.8973428865631907
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "a4972a3ad505413e815265a41822d675",
          "goal": "Open Booking.com. Find a luxury villa in Bali from 5 August to 20 August with filters on \"private pool\", \"sea view\" and \"breakfast included\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8484888076782227,
        "action_similarity": 0.9326684474945068,
        "ui_similarity": 0.8487305786365892
      },
      {
        "episode": {
          "episode_id": "da297fb0acec4aa8ac02e50b5c9bba38",
          "goal": "Open Booking.com. Look for a holiday rental in Bali for the entire August. Filters include \"sea view\", \"breakfast included\" and \"private pool\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8232583403587341,
        "action_similarity": 0.927769660949707,
        "ui_similarity": 0.9309713773778311
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    ],
    "query": {
      "episode_id": "577969850f53457598bbf79bcd0f3d0e",
      "goal": "Open Booking.com. Find a villa to rent in Bali for New Year\"s Eve. Filter by \"private pool\" + \"breakfast included\" + \"room service\" + \"Wonderful\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8358735740184784,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9302190542221069,
    "avg_ui_similarity": 0.8898509780072101
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "d6a8fa063656457c81d460db8ec22e79",
          "goal": "Open Booking.com. Search a round-trip flight from New York to Miami. Departure date July 4, return date July 11. 2 Adults and 1 child. Premium Economy cabin class. Sort by price. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.645916223526001,
        "action_similarity": 0.7606821060180664,
        "ui_similarity": 0.82767316097898
      },
      {
        "episode": {
          "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
          "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6046842336654663,
        "action_similarity": 0.8553135395050049,
        "ui_similarity": 0.9758668671581804
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    ],
    "query": {
      "episode_id": "fb8f167baba74b06bb104ead0a2c3ef2",
      "goal": "Open Booking.com. Look for hotels in Miami from 10 August to 20 August for 2 adults. Want a room with a king bed and overlooking the beach. Include free parking and gym in filters. Sort by price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6253002285957336,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8079978227615356,
    "avg_ui_similarity": 0.9017700140685803
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "041e1eb6a4194806ac2d38702c44603e",
          "goal": "Open Booking.com. Search hotels in Tokyo, from 5 October to 20 October. 2 guests and 1 child in 1 room. Queen-sized bed and 1 single bed. Filters include Wi-Fi, 24-hour front desk, and parking. Sort by proximity to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8750313520431519,
        "action_similarity": 0.9277399778366089,
        "ui_similarity": 0.9454235598915617
      },
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.651748538017273,
        "action_similarity": 0.8232754468917847,
        "ui_similarity": 0.9544732005146244
      }
    ],
    "query": {
      "episode_id": "1dff9496cc044864820b5bf340b85d13",
      "goal": "Open Booking.com. Find 2 hotel rooms in Tokyo. From June 10 to June 18. Occupants are 2 adults, 2 children. Filter by \"free wifi\" + \"5 stars\"",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7633899450302124,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8755077123641968,
    "avg_ui_similarity": 0.949948380203093
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.865192711353302,
        "action_similarity": 0.8018215298652649,
        "ui_similarity": 0.9706191354495942
      },
      {
        "episode": {
          "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
          "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7466726899147034,
        "action_similarity": 0.8406641483306885,
        "ui_similarity": 0.8812311306665738
      }
    ],
    "query": {
      "episode_id": "b0f5c858e91543abbef8dceca94249d9",
      "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8059327006340027,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8212428390979767,
    "avg_ui_similarity": 0.925925133058084
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7454453706741333,
        "action_similarity": 0.8962658047676086,
        "ui_similarity": 0.8680358545116615
      },
      {
        "episode": {
          "episode_id": "543101eb91c7451da8f27f92a2757543",
          "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7378692626953125,
        "action_similarity": 0.8606178760528564,
        "ui_similarity": 0.9810829305995472
      }
    ],
    "query": {
      "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
      "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7416573166847229,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8784418404102325,
    "avg_ui_similarity": 0.9245593925556044
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7089369297027588,
        "action_similarity": 0.8909933567047119,
        "ui_similarity": 0.9805449999791921
      },
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.666776716709137,
        "action_similarity": 0.8597893714904785,
        "ui_similarity": 0.8300512063088425
      }
    ],
    "query": {
      "episode_id": "716333ffae0049d382af3a8d0ad00515",
      "goal": "Open Booking.com. Book a flight to Rome from London. Departure time is June 1. Passenger is one adult. Filter by \"non-stop\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6878568232059479,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8753913640975952,
    "avg_ui_similarity": 0.9052981031440173
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8389891386032104,
        "action_similarity": 0.9339924454689026,
        "ui_similarity": 0.9426755420878897
      },
      {
        "episode": {
          "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
          "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7609096169471741,
        "action_similarity": 0.8637422323226929,
        "ui_similarity": 0.8523606698871137
      }
    ],
    "query": {
      "episode_id": "15b06c0282f4469789f0c8b371c7218e",
      "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7999493777751923,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8988673388957977,
    "avg_ui_similarity": 0.8975181059875017
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
          "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8813062310218811,
        "action_similarity": 0.9555627107620239,
        "ui_similarity": 0.8780048889074854
      },
      {
        "episode": {
          "episode_id": "87b4421eb48c4abab4511282f08f8e07",
          "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7773091197013855,
        "action_similarity": 0.9413807392120361,
        "ui_similarity": 0.9105336503394501
      }
    ],
    "query": {
      "episode_id": "a1eb6c5cff804540a50c65e3cd0fb161",
      "goal": "Open Booking.com. Rent a car in San Francisco from Sep 5 7 am to Sep 15 9 pm. Driver\"s age from 30 to 65. Filter by SUVs, Sixt supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8293076753616333,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.94847172498703,
    "avg_ui_similarity": 0.8942692696234678
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9189506769180298,
        "action_similarity": 0.9341281652450562,
        "ui_similarity": 0.9282840517550062
      },
      {
        "episode": {
          "episode_id": "538d42392cd74e6faeaa8e20a571470d",
          "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8517146706581116,
        "action_similarity": 0.8791155219078064,
        "ui_similarity": 0.8350612987189884
      }
    ],
    "query": {
      "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
      "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8853326737880707,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9066218435764313,
    "avg_ui_similarity": 0.8816726752369972
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "3cf06ebca42141848696c220c04136e1",
          "goal": "Open Booking.com. Look up a one-way flight from Melbourne to Auckland. Depart on June 22. 3 adults in business class. Stopovers are allowed. Sort by cheapest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.844035267829895,
        "action_similarity": 0.9332025647163391,
        "ui_similarity": 0.9584227499068821
      },
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6912589073181152,
        "action_similarity": 0.9128435850143433,
        "ui_similarity": 0.8808602216982132
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    ],
    "query": {
      "episode_id": "00241511ed5049419dcc2844b50a84d8",
      "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7676470875740051,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9230230748653412,
    "avg_ui_similarity": 0.9196414858025477
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7887743711471558,
        "action_similarity": 0.8436501622200012,
        "ui_similarity": 0.9220849513619885
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7861478328704834,
        "action_similarity": 0.8581812381744385,
        "ui_similarity": 0.9456359160533256
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    ],
    "query": {
      "episode_id": "29e0088098604b68a46f760c2ce8ded0",
      "goal": "Open Booking.com. Search for hotels in Manhattan, New York, from August 5 to August 10. 3 guests in one room. Price range $600 to $2500. Filters: very good rating, excellent location, inclusive breakfast, non-smoking rooms and pets allowed.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7874611020088196,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8509157001972198,
    "avg_ui_similarity": 0.933860433707657
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "fb8f167baba74b06bb104ead0a2c3ef2",
          "goal": "Open Booking.com. Look for hotels in Miami from 10 August to 20 August for 2 adults. Want a room with a king bed and overlooking the beach. Include free parking and gym in filters. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.645916223526001,
        "action_similarity": 0.7606821060180664,
        "ui_similarity": 0.8276731609789798
      },
      {
        "episode": {
          "episode_id": "db6add737de1446587aa155da634bc5e",
          "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.632804274559021,
        "action_similarity": 0.8571569919586182,
        "ui_similarity": 0.8881563833678727
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    ],
    "query": {
      "episode_id": "d6a8fa063656457c81d460db8ec22e79",
      "goal": "Open Booking.com. Search a round-trip flight from New York to Miami. Departure date July 4, return date July 11. 2 Adults and 1 child. Premium Economy cabin class. Sort by price. Non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.639360249042511,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8089195489883423,
    "avg_ui_similarity": 0.8579147721734263
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7848241925239563,
        "action_similarity": 0.8861815333366394,
        "ui_similarity": 0.8692585653882609
      },
      {
        "episode": {
          "episode_id": "017be8e3446b41a898cc60de869f7e16",
          "goal": "Open Booking.com. Search for a return flight from Milan to New York. Leave on May 24, come back on June 4. With 2 adults and 1 child in economy class. Sort by duration. A stopover is acceptable.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7482911944389343,
        "action_similarity": 0.9319677352905273,
        "ui_similarity": 0.9813938630260642
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    ],
    "query": {
      "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
      "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7665576934814453,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9090746343135834,
    "avg_ui_similarity": 0.9253262142071625
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8098118901252747,
        "action_similarity": 0.9229727983474731,
        "ui_similarity": 0.7946005643514591
      },
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6350408792495728,
        "action_similarity": 0.8273630738258362,
        "ui_similarity": 0.9179241119013106
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    ],
    "query": {
      "episode_id": "d019ef060c2b40259458a5a8d8589b8f",
      "goal": "Open Booking.com. Search a return flight from Moscow to Paris. Departure date 10 September, return date 20 September. 1 adult. Economy class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7224263846874237,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8751679360866547,
    "avg_ui_similarity": 0.8562623381263849
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7396335005760193,
        "action_similarity": 0.9128162264823914,
        "ui_similarity": 0.9685862423923614
      },
      {
        "episode": {
          "episode_id": "6585e99b068b4e02ac74aa3580e25e8c",
          "goal": "Open Booking.com. Search a one-way flight from Chicago to London departing 25th June. 1 adult and 1 children in economy class. One-stop maximum.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6529044508934021,
        "action_similarity": 0.8677557110786438,
        "ui_similarity": 0.952467247790769
      }
    ],
    "query": {
      "episode_id": "65656e7aae9640c582986348cdbc01d0",
      "goal": "Open Booking.com. Search multi-city flights from New York to Paris on 15 May, from Paris to London on 30 May and from London to New York on 20 May. 1 Adult. First cabin class. Sort by price. No specific airlines.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6962689757347107,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8902859687805176,
    "avg_ui_similarity": 0.9605267450915651
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6310829520225525,
        "action_similarity": 0.7622083425521851,
        "ui_similarity": 0.8469757442846911
      },
      {
        "episode": {
          "episode_id": "b0f5c858e91543abbef8dceca94249d9",
          "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6309353709220886,
        "action_similarity": 0.8677725195884705,
        "ui_similarity": 0.8798459192754764
      }
    ],
    "query": {
      "episode_id": "83edb50b6ff043269cb5bb239b6c8aaa",
      "goal": "Open Booking.com. Search hotels in Venice, from 10 July to 14 July. 2 guests in 1 room. Double bed room. Filter with coffee machine, sea view and airport shuttle.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6310091614723206,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8149904310703278,
    "avg_ui_similarity": 0.8634108317800837
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7157173752784729,
        "action_similarity": 0.8774858713150024,
        "ui_similarity": 0.9356449419446516
      },
      {
        "episode": {
          "episode_id": "65656e7aae9640c582986348cdbc01d0",
          "goal": "Open Booking.com. Search multi-city flights from New York to Paris on 15 May, from Paris to London on 30 May and from London to New York on 20 May. 1 Adult. First cabin class. Sort by price. No specific airlines.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6529045104980469,
        "action_similarity": 0.8677557110786438,
        "ui_similarity": 0.952467247790769
      }
    ],
    "query": {
      "episode_id": "6585e99b068b4e02ac74aa3580e25e8c",
      "goal": "Open Booking.com. Search a one-way flight from Chicago to London departing 25th June. 1 adult and 1 children in economy class. One-stop maximum.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6843109428882599,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8726207911968231,
    "avg_ui_similarity": 0.9440560948677104
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b0f5c858e91543abbef8dceca94249d9",
          "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.865192711353302,
        "action_similarity": 0.8018215298652649,
        "ui_similarity": 0.9706191354495942
      },
      {
        "episode": {
          "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
          "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7197469472885132,
        "action_similarity": 0.8854667544364929,
        "ui_similarity": 0.8590914945583213
      }
    ],
    "query": {
      "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
      "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7924698293209076,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8436441421508789,
    "avg_ui_similarity": 0.9148553150039578
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6875406503677368,
        "action_similarity": 0.8876234292984009,
        "ui_similarity": 0.9619322627471747
      },
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6406621336936951,
        "action_similarity": 0.8500579595565796,
        "ui_similarity": 0.9120880524480417
      }
    ],
    "query": {
      "episode_id": "e725fedae3e74bd9aa8ce09195b2ec5c",
      "goal": "Open Booking.com. Find hotels in London, from 20 September to 30 September. 3 guests in 1 family room. Filters include pet friendly, breakfast included, bathtub and spa. Sort by guest rating.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6641013920307159,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8688406944274902,
    "avg_ui_similarity": 0.9370101575976082
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
          "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7238473892211914,
        "action_similarity": 0.9297922849655151,
        "ui_similarity": 0.8419341859315292
      },
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6608579158782959,
        "action_similarity": 0.8942469358444214,
        "ui_similarity": 0.9063683050927233
      }
    ],
    "query": {
      "episode_id": "c0e376a416294310abcc2ba5ea245ceb",
      "goal": "Open Booking.com. Find a flight from Paris to Tokyo. Depart on July 10 and return on July 25. One adult traveller. Apply \"max 1 stops\" filters.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6923526525497437,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9120196104049683,
    "avg_ui_similarity": 0.8741512455121263
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7821459770202637,
        "action_similarity": 0.8720846772193909,
        "ui_similarity": 0.9302690296604151
      },
      {
        "episode": {
          "episode_id": "213802710d024b368924915577356cc3",
          "goal": "Open Booking.com. Search for a return flight from Sydney to Toronto. Leave on June 18, come back on June 28. With 2 adults in economy class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7288168668746948,
        "action_similarity": 0.8535805940628052,
        "ui_similarity": 0.882928630180839
      }
    ],
    "query": {
      "episode_id": "016cd29c6da8488296e7ef18f014aee1",
      "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7554814219474792,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.862832635641098,
    "avg_ui_similarity": 0.9065988299206271
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7ad146353c9e49ac951805cc5546e750",
          "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6425579786300659,
        "action_similarity": 0.9223795533180237,
        "ui_similarity": 0.9461673069225139
      },
      {
        "episode": {
          "episode_id": "69e2dab7abbf449db7901a6574dd640f",
          "goal": "Open Booking.com. Find an apartment to rent in New York for July. Filter by \"2+ bedrooms\" + \"parking included\" + \"allows pets\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6334093809127808,
        "action_similarity": 0.8715570569038391,
        "ui_similarity": 0.82172988216224
      }
    ],
    "query": {
      "episode_id": "81f02c0029fc4e3a9328e457bdec0347",
      "goal": "Open Booking.com. Rent a car in New York from May 10, 8 am to May 15, 7 pm. Driver\"s age 45. Filter by large car type, Hertz rent supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6379836797714233,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8969683051109314,
    "avg_ui_similarity": 0.883948594542377
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
          "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7374547719955444,
        "action_similarity": 0.9243767261505127,
        "ui_similarity": 0.8947270761125942
      },
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6831554174423218,
        "action_similarity": 0.889366865158081,
        "ui_similarity": 0.9118482278306096
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    ],
    "query": {
      "episode_id": "7eda2cc409064e8d8849d4506475814a",
      "goal": "Open Booking.com. Search round-trip flights from Tokyo to Seattle. Departure date 10 May, return date 20 May. 1 adult, 1 child. Business class. Sort by total travel time. One stop is okay.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7103050947189331,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9068717956542969,
    "avg_ui_similarity": 0.9032876519716019
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b0f5c858e91543abbef8dceca94249d9",
          "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7466726303100586,
        "action_similarity": 0.8406641483306885,
        "ui_similarity": 0.8812311306665743
      },
      {
        "episode": {
          "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
          "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7430652976036072,
        "action_similarity": 0.8775280714035034,
        "ui_similarity": 0.8403443893350151
      }
    ],
    "query": {
      "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
      "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7448689639568329,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.859096109867096,
    "avg_ui_similarity": 0.8607877600007947
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8389891386032104,
        "action_similarity": 0.9339924454689026,
        "ui_similarity": 0.9426755420878894
      },
      {
        "episode": {
          "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
          "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7454453706741333,
        "action_similarity": 0.8962658047676086,
        "ui_similarity": 0.8680358545116614
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    ],
    "query": {
      "episode_id": "df69bb678d2746b0bf746393804e838b",
      "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7922172546386719,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9151291251182556,
    "avg_ui_similarity": 0.9053556982997755
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8960314989089966,
        "action_similarity": 0.8791334629058838,
        "ui_similarity": 0.8371955510091541
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8517146706581116,
        "action_similarity": 0.8791155219078064,
        "ui_similarity": 0.8350612987189888
      }
    ],
    "query": {
      "episode_id": "538d42392cd74e6faeaa8e20a571470d",
      "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8738730847835541,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8791244924068451,
    "avg_ui_similarity": 0.8361284248640715
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
          "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7430652976036072,
        "action_similarity": 0.8775280714035034,
        "ui_similarity": 0.8403443893350151
      },
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6732895374298096,
        "action_similarity": 0.8083966970443726,
        "ui_similarity": 0.8602399244638318
      }
    ],
    "query": {
      "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
      "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7081774175167084,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.842962384223938,
    "avg_ui_similarity": 0.8502921568994235
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7ad146353c9e49ac951805cc5546e750",
          "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7626835107803345,
        "action_similarity": 0.8531447649002075,
        "ui_similarity": 0.9348928714904451
      },
      {
        "episode": {
          "episode_id": "3d4a39e943b24d24acf0eac2a7de6684",
          "goal": "Open Booking.com. Book a rental car in Barcelona. Pick up on July 20, drop off on July 29. Midsize car size. Sort by customer ratings.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7089114785194397,
        "action_similarity": 0.9336357712745667,
        "ui_similarity": 0.8883283776462304
      }
    ],
    "query": {
      "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
      "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7357974946498871,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8933902680873871,
    "avg_ui_similarity": 0.9116106245683377
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7482911944389343,
        "action_similarity": 0.9319677352905273,
        "ui_similarity": 0.9813938630260645
      },
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6984677314758301,
        "action_similarity": 0.886640191078186,
        "ui_similarity": 0.8653741530567277
      }
    ],
    "query": {
      "episode_id": "017be8e3446b41a898cc60de869f7e16",
      "goal": "Open Booking.com. Search for a return flight from Milan to New York. Leave on May 24, come back on June 4. With 2 adults and 1 child in economy class. Sort by duration. A stopover is acceptable.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7233794629573822,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9093039631843567,
    "avg_ui_similarity": 0.9233840080413961
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "3f1176830c5146a0b8d54b05b59cbce7",
          "goal": "Open Booking.com. Rent a car in Paris from July 5 9 am to July 15 11 am. Filter by coupe type, Avis Car Rental supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6226052641868591,
        "action_similarity": 0.809070348739624,
        "ui_similarity": 0.8519076787737946
      },
      {
        "episode": {
          "episode_id": "e725fedae3e74bd9aa8ce09195b2ec5c",
          "goal": "Open Booking.com. Find hotels in London, from 20 September to 30 September. 3 guests in 1 family room. Filters include pet friendly, breakfast included, bathtub and spa. Sort by guest rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6114568710327148,
        "action_similarity": 0.9160802960395813,
        "ui_similarity": 0.8581609064111765
      }
    ],
    "query": {
      "episode_id": "b095339b935846ab85f5cac13123149e",
      "goal": "Open Booking.com. Look for hotels in Paris, from June 1 to June 10. 3 guests in one room, sort by guest rating with filters on balcony, room service, double bed and breakfast included.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.617031067609787,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8625753223896027,
    "avg_ui_similarity": 0.8550342925924855
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "1dff9496cc044864820b5bf340b85d13",
          "goal": "Open Booking.com. Find 2 hotel rooms in Tokyo. From June 10 to June 18. Occupants are 2 adults, 2 children. Filter by \"free wifi\" + \"5 stars\"",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8750313520431519,
        "action_similarity": 0.9277399778366089,
        "ui_similarity": 0.9454235598915617
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6508610248565674,
        "action_similarity": 0.8857288360595703,
        "ui_similarity": 0.9620626140887696
      }
    ],
    "query": {
      "episode_id": "041e1eb6a4194806ac2d38702c44603e",
      "goal": "Open Booking.com. Search hotels in Tokyo, from 5 October to 20 October. 2 guests and 1 child in 1 room. Queen-sized bed and 1 single bed. Filters include Wi-Fi, 24-hour front desk, and parking. Sort by proximity to downtown.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7629461884498596,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9067344069480896,
    "avg_ui_similarity": 0.9537430869901656
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7496223449707031,
        "action_similarity": 0.9158309698104858,
        "ui_similarity": 0.8524792766032275
      },
      {
        "episode": {
          "episode_id": "016cd29c6da8488296e7ef18f014aee1",
          "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7288168668746948,
        "action_similarity": 0.8535805940628052,
        "ui_similarity": 0.8829286301808392
      }
    ],
    "query": {
      "episode_id": "213802710d024b368924915577356cc3",
      "goal": "Open Booking.com. Search for a return flight from Sydney to Toronto. Leave on June 18, come back on June 28. With 2 adults in economy class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.739219605922699,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8847057819366455,
    "avg_ui_similarity": 0.8677039533920334
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "00b131dc132946e186a38730c90f0d58",
          "goal": "Open Booking.com. Look for a vacation home for rent in Barcelona for New Year\"s Eve. Adjust filters for city view, pet-friendly and room service.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7302075028419495,
        "action_similarity": 0.8076384663581848,
        "ui_similarity": 0.760836119915359
      },
      {
        "episode": {
          "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
          "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7089114785194397,
        "action_similarity": 0.9336357712745667,
        "ui_similarity": 0.8883283776462306
      }
    ],
    "query": {
      "episode_id": "3d4a39e943b24d24acf0eac2a7de6684",
      "goal": "Open Booking.com. Book a rental car in Barcelona. Pick up on July 20, drop off on July 29. Midsize car size. Sort by customer ratings.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7195594906806946,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8706371188163757,
    "avg_ui_similarity": 0.8245822487807948
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8592580556869507,
        "action_similarity": 0.964891254901886,
        "ui_similarity": 0.8679701932747061
      },
      {
        "episode": {
          "episode_id": "016cd29c6da8488296e7ef18f014aee1",
          "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7821458578109741,
        "action_similarity": 0.8720846772193909,
        "ui_similarity": 0.9302690296604149
      }
    ],
    "query": {
      "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
      "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8207019567489624,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9184879660606384,
    "avg_ui_similarity": 0.8991196114675606
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e4cf61ddd9404357bca515cbe22df044",
          "goal": "Open Booking.com. Reserve a rental car in Los Angeles. Pickup on June 15 and drop off on June 30. Choose a SUV class. Sort by customer reviews.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8120306730270386,
        "action_similarity": 0.9651136994361877,
        "ui_similarity": 0.9357323990757817
      },
      {
        "episode": {
          "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
          "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063352108001709,
        "action_similarity": 0.8981795310974121,
        "ui_similarity": 0.8209734403853772
      }
    ],
    "query": {
      "episode_id": "87b4421eb48c4abab4511282f08f8e07",
      "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8091829419136047,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9316466152667999,
    "avg_ui_similarity": 0.8783529197305795
  },
  {
    "app": "gmail",
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      "episode_id": "9ef8327f8d1d4bde9f434b385a33a2bd",
      "goal": "Open Gmail. Access the Drafts mailbox. Forward the first email to \"amy.jackson@gmail.com\".",
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  {
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      {
        "episode": {
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      "goal": "Open Gmail. Open the second email present in the \"Trash\" folder.",
      "detected_app": "gmail",
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  {
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        "episode": {
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      "episode_id": "89d2071006b84352a7a05976d53caeab",
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    "avg_action_similarity": 0.9133824110031128,
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  {
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        "episode": {
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          "domain": "Productivity & Tools",
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    "avg_action_similarity": 0.9532910883426666,
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  {
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      {
        "episode": {
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          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
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          "split": "test"
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        "action_similarity": 0.8286580443382263,
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      "episode_id": "a31d98096b524a798ca0de33ee237383",
      "goal": "Open Gmail. Erase the second email located in the \"Spam\" folder.",
      "detected_app": "gmail",
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    "avg_action_similarity": 0.8591766059398651,
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  {
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          "domain": "Productivity & Tools",
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      {
        "episode": {
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          "detected_app": "gmail",
          "domain": "Productivity & Tools",
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        "similarity": 0.8656026124954224,
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      "episode_id": "badcc8f1444542ad87fd30c2da1e03cf",
      "goal": "Open Gmail. Compose a new email to \"tasktest1234@gmail.com\". Use \"Email Task Test\" as the subject, include in the content: \"This is an email sent for task testing and generation.\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "avg_action_similarity": 0.9631892144680023,
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  {
    "app": "gmail",
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        "episode": {
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        "episode": {
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      "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
      "detected_app": "gmail",
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    "avg_action_similarity": 0.7226598262786865,
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  {
    "app": "gmail",
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        "episode": {
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    "avg_action_similarity": 0.8703860938549042,
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  {
    "app": "gmail",
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        "episode": {
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      "goal": "Open Gmail. Search emails that contain \"Verification\". Delete the third one.",
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      "split": "test"
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    "avg_action_similarity": 0.694159209728241,
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  {
    "app": "gmail",
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        "episode": {
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    "app": "gmail",
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    "query": {
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      "goal": "Open Gmail. Apply a new label called \"Work\" to the first email in the inbox.",
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    "avg_action_similarity": 0.6773889064788818,
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        "episode": {
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      "goal": "Open Gmail. Go to Spam mailbox. Mark the first email as not spam and then move it to inbox.",
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      "goal": "Open Gmail. Open the second email in the inbox, mark it as unread and then move it to \"Archive\".",
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    "app": "gmail",
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        "episode": {
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          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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      {
        "episode": {
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          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.7729305028915405,
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        "ui_similarity": 0.7954566789997196
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    "query": {
      "episode_id": "114cff9c017148b586a6c3a7f360bf97",
      "goal": "Open Gmail. Write an email to several recipients nametest101@gmail.com and testname202@gmail.com. The subject should read \"Collective Email\", and the body needs to mention \"This is a mass email for task production\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
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    "split": "test",
    "avg_action_similarity": 0.9378280937671661,
    "avg_ui_similarity": 0.7897891604299181
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  {
    "app": "gmail",
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      {
        "episode": {
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          "goal": "Open Gmail. Write an email to several recipients nametest101@gmail.com and testname202@gmail.com. The subject should read \"Collective Email\", and the body needs to mention \"This is a mass email for task production\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6369615793228149,
        "action_similarity": 0.9285613298416138,
        "ui_similarity": 0.9706590767074369
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      {
        "episode": {
          "episode_id": "badcc8f1444542ad87fd30c2da1e03cf",
          "goal": "Open Gmail. Compose a new email to \"tasktest1234@gmail.com\". Use \"Email Task Test\" as the subject, include in the content: \"This is an email sent for task testing and generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6155134439468384,
        "action_similarity": 0.9217338562011719,
        "ui_similarity": 0.979863568710538
      }
    ],
    "query": {
      "episode_id": "f5d6b226ee4040719cfc9e2cff13f2ff",
      "goal": "Open Gmail. Compose an email to \"team@example.com\" with a subject \"Project Update\" and body \"The project is on track and will be completed by the end of this month.\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6262375116348267,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9251475930213928,
    "avg_ui_similarity": 0.9752613227089875
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "52e73573397f401a90e7a7d01503c60f",
          "goal": "Open Gmail. Delete the second email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9020352959632874,
        "action_similarity": 0.8300411701202393,
        "ui_similarity": 0.9867874232496713
      },
      {
        "episode": {
          "episode_id": "b4ec5b38d497493f8fdf29295660f22b",
          "goal": "Open Gmail. Mark the first three emails in the inbox as unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7817882299423218,
        "action_similarity": 0.6472775936126709,
        "ui_similarity": 0.11719407629123421
      }
    ],
    "query": {
      "episode_id": "39d5c73936244189965b75392d521584",
      "goal": "Open Gmail. Delete the first email in inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8419117629528046,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7386593818664551,
    "avg_ui_similarity": 0.5519907497704527
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9020353555679321,
        "action_similarity": 0.8300411701202393,
        "ui_similarity": 0.9867874232496713
      },
      {
        "episode": {
          "episode_id": "8ff4094c6ad046818f110f8ada70c586",
          "goal": "Open Gmail. Open the second email present in the \"Trash\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7970879077911377,
        "action_similarity": 0.8457577228546143,
        "ui_similarity": 0.7597908873142052
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    ],
    "query": {
      "episode_id": "52e73573397f401a90e7a7d01503c60f",
      "goal": "Open Gmail. Delete the second email in inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8495616316795349,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8378994464874268,
    "avg_ui_similarity": 0.8732891552819382
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "f7bf7eb65936484cb0fa3b4a3bf0df81",
          "goal": "Open Gmail. Search emails from \"Amazon\". Read the most recent email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8875364065170288,
        "action_similarity": 0.7534250020980835,
        "ui_similarity": 0.7005252546117261
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      {
        "episode": {
          "episode_id": "cd82a996ce47429bbbc90a09ae96cc67",
          "goal": "Open Gmail. Search emails from \"BBC News\". Read the newest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6159473657608032,
        "action_similarity": 0.7667763829231262,
        "ui_similarity": 0.6523796126698903
      }
    ],
    "query": {
      "episode_id": "4a0b3885f9d7463da49184eb4fd2e8eb",
      "goal": "Open Gmail. Go to the \"Starred\" folder. If there are any emails, open the first email, else perform a search for \"Amazon\" and open the first result email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.751741886138916,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7601006925106049,
    "avg_ui_similarity": 0.6764524336408082
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8712254762649536,
        "action_similarity": 0.9546517729759216,
        "ui_similarity": 0.6559995859059865
      },
      {
        "episode": {
          "episode_id": "114cff9c017148b586a6c3a7f360bf97",
          "goal": "Open Gmail. Write an email to several recipients nametest101@gmail.com and testname202@gmail.com. The subject should read \"Collective Email\", and the body needs to mention \"This is a mass email for task production\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.835106372833252,
        "action_similarity": 0.9271844029426575,
        "ui_similarity": 0.7841216418601166
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    ],
    "query": {
      "episode_id": "dbed5e30bf934edc94d6c19fd2d54009",
      "goal": "Open Gmail. Compose an email to multiple recipients testautomationtest101@gmail.com and testautomationtest202@gmail.com with the subject \"Group Email\", and the body saying \"This is a test group email for task generation\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8531659245491028,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9409180879592896,
    "avg_ui_similarity": 0.7200606138830515
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "d9fe0cf2d5004c809ad1704c2cc8d880",
          "goal": "Open Gmail. Create an email addressed to automationtest202@gmail.com with \"Notice\" as the subject and \"This is an announcement for the upcoming software testing symposium\" as content. Remember to send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7522071599960327,
        "action_similarity": 0.9486867785453796,
        "ui_similarity": 0.9609454683902829
      },
      {
        "episode": {
          "episode_id": "3a81197757574520b1dd72735e2d60aa",
          "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with \"Invitation\" as subject and \"You are invited for the upcoming automation testing event\" as body. Send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7444345951080322,
        "action_similarity": 0.9398244023323059,
        "ui_similarity": 0.5945939347347369
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    ],
    "query": {
      "episode_id": "e70f297ceef2487fbc713c642d6f4782",
      "goal": "Open Gmail. Compose an email to softwaretesting@gmail.com with \"Software Testing Workshop\" as subject and \"Please join our software testing workshop next weekend.\" as body. Send the email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7483208775520325,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9442555904388428,
    "avg_ui_similarity": 0.7777697015625099
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "c1ba156504a34433bd4d1f312825eafe",
          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7866432666778564,
        "action_similarity": 0.7255434393882751,
        "ui_similarity": 0.6926302300844535
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      {
        "episode": {
          "episode_id": "3057aee26a234c528a290588b0d57a1d",
          "goal": "Open Gmail. Archive the first unread email in the inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7799704670906067,
        "action_similarity": 0.7757805585861206,
        "ui_similarity": 0.8137894364652636
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    ],
    "query": {
      "episode_id": "d088642f5e8240e9b5c77e80e501a7da",
      "goal": "Open Gmail. Select the first email in the \"Junk\" folder and move it to the \"Unread\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7833068668842316,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7506619989871979,
    "avg_ui_similarity": 0.7532098332748585
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7722076177597046,
        "action_similarity": 0.7188558578491211,
        "ui_similarity": 0.19946733128968683
      },
      {
        "episode": {
          "episode_id": "e0519163c5ff43fc88443fdcda99d4a4",
          "goal": "Open Gmail. Open the Sent mailbox and move the first email to Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7304860353469849,
        "action_similarity": 0.8563347458839417,
        "ui_similarity": 0.5370123454006519
      }
    ],
    "query": {
      "episode_id": "b27819a25c1f4fb3aee3739fc59644bb",
      "goal": "Open Gmail. Go to the Starred mailbox. Unstar the first email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7513468265533447,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7875953018665314,
    "avg_ui_similarity": 0.3682398383451694
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "89cb80e8c6eb4f1895d02d81cde134e2",
          "goal": "Open Gmail. Search emails with word \"Webinar\". Move all the results to \"Starred\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6288763880729675,
        "action_similarity": 0.8280286192893982,
        "ui_similarity": 0.7119733481166514
      },
      {
        "episode": {
          "episode_id": "14dba5e57ee2489da34b167f077235ba",
          "goal": "Open Gmail. Search emails with the subject \"Meeting Notes\". Open the latest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6150597333908081,
        "action_similarity": 0.9056435823440552,
        "ui_similarity": 0.713790088404107
      }
    ],
    "query": {
      "episode_id": "85c41537816a4efab11fbbd10fe3687c",
      "goal": "Open Gmail. Search emails with word \"Conference\". Star all the results.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6219680607318878,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8668361008167267,
    "avg_ui_similarity": 0.7128817182603792
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "89d2071006b84352a7a05976d53caeab",
          "goal": "Open Gmail. Go through the \"Drafts\" folder and send the first saved email draft.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7974787950515747,
        "action_similarity": 0.8934230804443359,
        "ui_similarity": 0.9872140895003995
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      {
        "episode": {
          "episode_id": "4ff77c2788c941ad9066ea9caf2d3481",
          "goal": "Open Gmail. Go to the Drafts mailbox. Check the recipient of the first email",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7368138432502747,
        "action_similarity": 0.8914690017700195,
        "ui_similarity": 0.9870497800433383
      }
    ],
    "query": {
      "episode_id": "38a5db61e4884ef48c32be2c8e31844c",
      "goal": "Open Gmail. Access the \"Drafts\" mailbox. Delete the first draft.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7671463191509247,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8924460411071777,
    "avg_ui_similarity": 0.9871319347718689
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "137ff9c706b841fa94b2abb40895695d",
          "goal": "Open Gmail. Erase the first email located in the \"Spam\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9427841305732727,
        "action_similarity": 0.9284136295318604,
        "ui_similarity": 0.9983099033685551
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      {
        "episode": {
          "episode_id": "a31d98096b524a798ca0de33ee237383",
          "goal": "Open Gmail. Erase the second email located in the \"Spam\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9309885501861572,
        "action_similarity": 0.8286580443382263,
        "ui_similarity": 0.9924192090564272
      }
    ],
    "query": {
      "episode_id": "9559c6a4df854088be4bd3445051c255",
      "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.936886340379715,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8785358369350433,
    "avg_ui_similarity": 0.9953645562124911
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "e0519163c5ff43fc88443fdcda99d4a4",
          "goal": "Open Gmail. Open the Sent mailbox and move the first email to Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8361175656318665,
        "action_similarity": 0.9191702008247375,
        "ui_similarity": 0.974483540227429
      },
      {
        "episode": {
          "episode_id": "d1af43dd8a6f4ce5b55e18a35a95a391",
          "goal": "Open Gmail. Archive the third email in the \"Starred\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8240249752998352,
        "action_similarity": 0.7956655025482178,
        "ui_similarity": 0.9174650240589368
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    ],
    "query": {
      "episode_id": "d1e2b020bc574a1b9421fbdc93906a08",
      "goal": "Open Gmail. Check out the \"Sent\" mailbox and move the third email into the Starred mailbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8300712704658508,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8574178516864777,
    "avg_ui_similarity": 0.9459742821431829
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "81046c2feba340c1b49c0c5f64597dcc",
          "goal": "Open Gmail. Trash the fifth email in the inbox. Then, forward the fourth email to \"john_doe@example.com\" with a message \"I thought you might find this interesting!\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.680851399898529,
        "action_similarity": 0.6812595129013062,
        "ui_similarity": 0.5668165820028536
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      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6362265348434448,
        "action_similarity": 0.7542824745178223,
        "ui_similarity": 0.8741024907621554
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    ],
    "query": {
      "episode_id": "b2e009ed8d454b7da49eaf41557337eb",
      "goal": "Open Gmail. Go through the \"Sent\" folder and delete the fifth sent email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6585389673709869,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7177709937095642,
    "avg_ui_similarity": 0.7204595363825045
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "8ff4094c6ad046818f110f8ada70c586",
          "goal": "Open Gmail. Open the second email present in the \"Trash\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9367111325263977,
        "action_similarity": 0.9512778520584106,
        "ui_similarity": 0.575791619881337
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      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7353025078773499,
        "action_similarity": 0.7360590696334839,
        "ui_similarity": 0.6794323107945172
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    ],
    "query": {
      "episode_id": "93bc46b659a743d99915f45d0a3c1639",
      "goal": "Open Gmail. open the first email present in the \"Trash\" folder.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8360068202018738,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8436684608459473,
    "avg_ui_similarity": 0.6276119653379271
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "c1ba156504a34433bd4d1f312825eafe",
          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9040929079055786,
        "action_similarity": 0.7164159417152405,
        "ui_similarity": 0.11599223339221829
      },
      {
        "episode": {
          "episode_id": "3057aee26a234c528a290588b0d57a1d",
          "goal": "Open Gmail. Archive the first unread email in the inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.841666579246521,
        "action_similarity": 0.7292578816413879,
        "ui_similarity": 0.4951396582352583
      }
    ],
    "query": {
      "episode_id": "b4ec5b38d497493f8fdf29295660f22b",
      "goal": "Open Gmail. Mark the first three emails in the inbox as unread.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8728797435760498,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7228369116783142,
    "avg_ui_similarity": 0.3055659458137383
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "2951c740f1624169973a2090b7deaf91",
          "goal": "Open Gmail. Open the second email in the inbox, mark it as unread and then move it to \"Archive\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8117940425872803,
        "action_similarity": 0.7991104125976562,
        "ui_similarity": 0.8853214577045883
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      {
        "episode": {
          "episode_id": "52e73573397f401a90e7a7d01503c60f",
          "goal": "Open Gmail. Delete the second email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7807068824768066,
        "action_similarity": 0.6879249811172485,
        "ui_similarity": 0.19633812101431372
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    ],
    "query": {
      "episode_id": "adc060b75fa94d8a9eb379933e6d3039",
      "goal": "Open Gmail. Open the 2th email in the inbox, flag it as not important and then archive it.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7962504625320435,
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    "avg_action_similarity": 0.7435176968574524,
    "avg_ui_similarity": 0.540829789359451
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "c1ba156504a34433bd4d1f312825eafe",
          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9077128171920776,
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      {
        "episode": {
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          "goal": "Open Gmail. Mark the first three emails in the inbox as unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8416666984558105,
        "action_similarity": 0.7292578816413879,
        "ui_similarity": 0.49513965823525835
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    ],
    "query": {
      "episode_id": "3057aee26a234c528a290588b0d57a1d",
      "goal": "Open Gmail. Archive the first unread email in the inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8746897578239441,
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    "avg_action_similarity": 0.7290807962417603,
    "avg_ui_similarity": 0.6070740944126414
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
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          "goal": "Open Gmail. Go to Spam mailbox. Mark the first email as not spam and then move it to inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7576345205307007,
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      {
        "episode": {
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          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7484506368637085,
        "action_similarity": 0.7938605546951294,
        "ui_similarity": 0.963965747642433
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    ],
    "query": {
      "episode_id": "1ced5e4388f940a3be77da61a0583d17",
      "goal": "Open Gmail. Go to the \"Spam\" folder. If there are any emails, mark the first email as \"Not Spam\", else perform a search for \"Advertisement\" and open the first result email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "k_shot": 2,
    "avg_similarity": 0.7530425786972046,
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    "avg_action_similarity": 0.8489135205745697,
    "avg_ui_similarity": 0.981355158213292
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
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          "goal": "Open Gmail. Check out the \"Sent\" mailbox and move the third email into the Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8240249752998352,
        "action_similarity": 0.7956655025482178,
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      {
        "episode": {
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          "goal": "Open Gmail. Open the 2th email in the inbox, flag it as not important and then archive it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7457571029663086,
        "action_similarity": 0.744636058807373,
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    ],
    "query": {
      "episode_id": "d1af43dd8a6f4ce5b55e18a35a95a391",
      "goal": "Open Gmail. Archive the third email in the \"Starred\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7848910391330719,
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    "avg_action_similarity": 0.7701507806777954,
    "avg_ui_similarity": 0.6351841785620614
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
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          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8368121385574341,
        "action_similarity": 0.9407221078872681,
        "ui_similarity": 0.6592092343930968
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      {
        "episode": {
          "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
          "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8144977688789368,
        "action_similarity": 0.9447224140167236,
        "ui_similarity": 0.5848444654996031
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    ],
    "query": {
      "episode_id": "a0d70c0aaa134996827ed3cfe274a2ad",
      "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with the subject \"Demo Email\", and the body saying \"This is a demonstration email for task generation\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8256549537181854,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9427222609519958,
    "avg_ui_similarity": 0.6220268499463499
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "a31d98096b524a798ca0de33ee237383",
          "goal": "Open Gmail. Erase the second email located in the \"Spam\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9577112197875977,
        "action_similarity": 0.8896951675415039,
        "ui_similarity": 0.9973993504925937
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      {
        "episode": {
          "episode_id": "9559c6a4df854088be4bd3445051c255",
          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9427841305732727,
        "action_similarity": 0.9284136295318604,
        "ui_similarity": 0.9983099033685553
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    ],
    "query": {
      "episode_id": "137ff9c706b841fa94b2abb40895695d",
      "goal": "Open Gmail. Erase the first email located in the \"Spam\" folder.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.9502476751804352,
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    "avg_action_similarity": 0.9090543985366821,
    "avg_ui_similarity": 0.9978546269305745
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "6f93f122a3f047e09527967e412a6dd6",
          "goal": "Open Gmail. Reply to the first email in the \"Starred\" with a message saying \"Acknowledged, Thank you.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6866163015365601,
        "action_similarity": 0.9150238037109375,
        "ui_similarity": 0.9370434060114345
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      {
        "episode": {
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          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6661731004714966,
        "action_similarity": 0.7843973636627197,
        "ui_similarity": 0.8496487564042776
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    ],
    "query": {
      "episode_id": "9b551cfc70cf47f7b6680bb4c56d56fd",
      "goal": "Open Gmail. Direct reply the first email with content \"Understood\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6763947010040283,
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    "avg_action_similarity": 0.8497105836868286,
    "avg_ui_similarity": 0.8933460812078561
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "d1e2b020bc574a1b9421fbdc93906a08",
          "goal": "Open Gmail. Check out the \"Sent\" mailbox and move the third email into the Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7861436605453491,
        "action_similarity": 0.6877187490463257,
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      {
        "episode": {
          "episode_id": "2746adcb47fd4c9d883c4665d37483df",
          "goal": "Open Gmail. Go to the \"Sent\" folder. Read the first email in the list, and then return it to the \"Inbox\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6782806515693665,
        "action_similarity": 0.696250319480896,
        "ui_similarity": 0.5957824410839532
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    ],
    "query": {
      "episode_id": "1cb9048b34114235b0c8031feb3612f0",
      "goal": "Open Gmail. Go to the Sent mailbox. Forward the third email to \"mark.taylor@gmail.com\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7322121560573578,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.6919845342636108,
    "avg_ui_similarity": 0.7793977483040745
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "b2e009ed8d454b7da49eaf41557337eb",
          "goal": "Open Gmail. Go through the \"Sent\" folder and delete the fifth sent email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.680851399898529,
        "action_similarity": 0.6812595129013062,
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      {
        "episode": {
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          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.6526733636856079,
        "action_similarity": 0.6309808492660522,
        "ui_similarity": 0.27578180025945603
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    ],
    "query": {
      "episode_id": "81046c2feba340c1b49c0c5f64597dcc",
      "goal": "Open Gmail. Trash the fifth email in the inbox. Then, forward the fourth email to \"john_doe@example.com\" with a message \"I thought you might find this interesting!\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6667623817920685,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.6561201810836792,
    "avg_ui_similarity": 0.42129919113115477
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "3a81197757574520b1dd72735e2d60aa",
          "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with \"Invitation\" as subject and \"You are invited for the upcoming automation testing event\" as body. Send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8387871980667114,
        "action_similarity": 0.9643748998641968,
        "ui_similarity": 0.7076391314939844
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      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7916556596755981,
        "action_similarity": 0.9623323678970337,
        "ui_similarity": 0.9698396808319129
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    ],
    "query": {
      "episode_id": "d9fe0cf2d5004c809ad1704c2cc8d880",
      "goal": "Open Gmail. Create an email addressed to automationtest202@gmail.com with \"Notice\" as the subject and \"This is an announcement for the upcoming software testing symposium\" as content. Remember to send the email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8152214288711548,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9633536338806152,
    "avg_ui_similarity": 0.8387394061629486
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "4a0b3885f9d7463da49184eb4fd2e8eb",
          "goal": "Open Gmail. Go to the \"Starred\" folder. If there are any emails, open the first email, else perform a search for \"Amazon\" and open the first result email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8875364065170288,
        "action_similarity": 0.7534250020980835,
        "ui_similarity": 0.7005252546117262
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      {
        "episode": {
          "episode_id": "cd82a996ce47429bbbc90a09ae96cc67",
          "goal": "Open Gmail. Search emails from \"BBC News\". Read the newest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7176408171653748,
        "action_similarity": 0.7993993163108826,
        "ui_similarity": 0.9108100675492568
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    ],
    "query": {
      "episode_id": "f7bf7eb65936484cb0fa3b4a3bf0df81",
      "goal": "Open Gmail. Search emails from \"Amazon\". Read the most recent email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8025886118412018,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.776412159204483,
    "avg_ui_similarity": 0.8056676610804915
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "746b5abc358740e797f55bdacd017724",
          "goal": "Open Gmail. Go to Spam mailbox. Mark the first email as not spam and then move it to inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.814504086971283,
        "action_similarity": 0.6434603333473206,
        "ui_similarity": 0.7990223756367646
      },
      {
        "episode": {
          "episode_id": "9559c6a4df854088be4bd3445051c255",
          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7520512342453003,
        "action_similarity": 0.7764170169830322,
        "ui_similarity": 0.9103611521137936
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    ],
    "query": {
      "episode_id": "d6c0403e323346d488e782106ebf469a",
      "goal": "Open Gmail. Move the emails in the \"Promotions\" mailbox to \"Spam\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7832776606082916,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7099386751651764,
    "avg_ui_similarity": 0.8546917638752791
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7448099851608276,
        "action_similarity": 0.9131428003311157,
        "ui_similarity": 0.9576951227630607
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      {
        "episode": {
          "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
          "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7260560989379883,
        "action_similarity": 0.947483241558075,
        "ui_similarity": 0.9381942571205777
      }
    ],
    "query": {
      "episode_id": "ee44aad6c4634c7d8088a5fca723c1f7",
      "goal": "Open Gmail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.735433042049408,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9303130209445953,
    "avg_ui_similarity": 0.9479446899418191
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "badcc8f1444542ad87fd30c2da1e03cf",
          "goal": "Open Gmail. Compose a new email to \"tasktest1234@gmail.com\". Use \"Email Task Test\" as the subject, include in the content: \"This is an email sent for task testing and generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9749960899353027,
        "action_similarity": 0.9777131080627441,
        "ui_similarity": 0.7178284103922193
      },
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8696340322494507,
        "action_similarity": 0.9519304037094116,
        "ui_similarity": 0.9775741925103523
      }
    ],
    "query": {
      "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
      "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.9223150610923767,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9648217558860779,
    "avg_ui_similarity": 0.8477013014512857
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "e0519163c5ff43fc88443fdcda99d4a4",
          "goal": "Open Gmail. Open the Sent mailbox and move the first email to Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7492156624794006,
        "action_similarity": 0.7791222333908081,
        "ui_similarity": 0.723191691442144
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    "query": {
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      "goal": "Open NBC News. Navigate to the \"Sports\" section, look for an \"Swim\" news.",
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  {
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      {
        "episode": {
          "episode_id": "37da8a01537644419e0a8d177386184c",
          "goal": "Open NBC_News. Go to the \"Business\" category, read the second news.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.9042812585830688,
        "action_similarity": 0.9720554351806641,
        "ui_similarity": 0.9130422422462454
      },
      {
        "episode": {
          "episode_id": "e6e6cf400af14b60822a5183f0e43f37",
          "goal": "Open NBC News. Open the \"NBC Select\" section, open the second item.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.8585177063941956,
        "action_similarity": 0.8445765376091003,
        "ui_similarity": 0.892279210391546
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    ],
    "query": {
      "episode_id": "cabadfc7510d40fd9deef011dc8b0f71",
      "goal": "Open NBC_News. Open the \"Business\" section, open the first article.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8813994824886322,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9083159863948822,
    "avg_ui_similarity": 0.9026607263188957
  },
  {
    "app": "nbc news",
    "support": [
      {
        "episode": {
          "episode_id": "37da8a01537644419e0a8d177386184c",
          "goal": "Open NBC_News. Go to the \"Business\" category, read the second news.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.702377438545227,
        "action_similarity": 0.8307152390480042,
        "ui_similarity": 0.8757567755299698
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      {
        "episode": {
          "episode_id": "cabadfc7510d40fd9deef011dc8b0f71",
          "goal": "Open NBC_News. Open the \"Business\" section, open the first article.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.6954240202903748,
        "action_similarity": 0.7768561840057373,
        "ui_similarity": 0.9537746301432719
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    ],
    "query": {
      "episode_id": "632d3dc5cae44d7c8cfb7898b2240cb1",
      "goal": "Open NBC_News. search for \"stock market\", click on the first news item.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6989007294178009,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8037857115268707,
    "avg_ui_similarity": 0.9147657028366208
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  {
    "app": "nbc news",
    "support": [
      {
        "episode": {
          "episode_id": "6aa4fe0cbe6f4b6baa39332e5654f1b1",
          "goal": "Open NBC News. Open the \"Sports\" tab, find and read about the latest \"Basketball\" match.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.6277965307235718,
        "action_similarity": 0.8101240992546082,
        "ui_similarity": 0.8678062106587691
      },
      {
        "episode": {
          "episode_id": "3d00d554bc1c4a4ba24b886a165ee1db",
          "goal": "Open NBC_News. Navigate in the application and find the \"Sports\" section. Open the top story.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.6169246435165405,
        "action_similarity": 0.8885759115219116,
        "ui_similarity": 0.8983756218275301
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    ],
    "query": {
      "episode_id": "88b2ca4bd3c34098aa7f1623e7782eda",
      "goal": "Open NBC_News. Search for \"Cricket\", click on the top news.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6223605871200562,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8493500053882599,
    "avg_ui_similarity": 0.8830909162431495
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  {
    "app": "nbc news",
    "support": [
      {
        "episode": {
          "episode_id": "2407c045b2e043cbafca69a3e9c7d3d5",
          "goal": "Open NBC_News. In the \"Health\" section, click on the first articles.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.6735289692878723,
        "action_similarity": 0.8152680397033691,
        "ui_similarity": 0.9073672315929795
      },
      {
        "episode": {
          "episode_id": "00d3fd13c31947f598472d202cf463b1",
          "goal": "Open NBC_News. Search for news about \"climate change\", open the first result and read it fully.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.6440299153327942,
        "action_similarity": 0.8278833627700806,
        "ui_similarity": 0.9056709349563374
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    ],
    "query": {
      "episode_id": "2fb09ff24f004bd3a61ad0c04b11479f",
      "goal": "Open NBC_News. search for the first article related to \"Pandemic\".",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6587794423103333,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8215757012367249,
    "avg_ui_similarity": 0.9065190832746585
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  {
    "app": "nbc news",
    "support": [
      {
        "episode": {
          "episode_id": "728f6cba5d4c44589db546d4d52d8721",
          "goal": "Open NBC_News. On the homepage, open a random news piece from the \"latest stories\" category to read.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.8660097122192383,
        "action_similarity": 0.9345850944519043,
        "ui_similarity": 0.8438208165641795
      },
      {
        "episode": {
          "episode_id": "e6e6cf400af14b60822a5183f0e43f37",
          "goal": "Open NBC News. Open the \"NBC Select\" section, open the second item.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.8141040802001953,
        "action_similarity": 0.8255022764205933,
        "ui_similarity": 0.896507349299073
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    ],
    "query": {
      "episode_id": "2b2a61c868764560a40a294e24ef44f8",
      "goal": "Open NBC_News. From the \"latest stories\" section, open the first item and read the up-to-date information.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8400568962097168,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8800436854362488,
    "avg_ui_similarity": 0.8701640829316263
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  {
    "app": "nbc news",
    "support": [
      {
        "episode": {
          "episode_id": "26d00d9d1c6b413ca37fcf2bd719d1c1",
          "goal": "Open NBC_News. Open the \"Politics\" tab and read the top three news articles.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.9048764109611511,
        "action_similarity": 0.9282561540603638,
        "ui_similarity": 0.9101079423833618
      },
      {
        "episode": {
          "episode_id": "f13debee535d43c5a0087b756e7f4558",
          "goal": "Open NBC News. On the homepage, open any news piece from the \"Politics\" category to read.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.8504610061645508,
        "action_similarity": 0.9207189083099365,
        "ui_similarity": 0.8548918329238688
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    ],
    "query": {
      "episode_id": "b371921f6dcd47ad8bb3ffa7cb4083bb",
      "goal": "Open NBC_News. Navigate to \"Politics\" section and browse the latest news.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.877668708562851,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9244875311851501,
    "avg_ui_similarity": 0.8824998876536153
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  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "adda7bc387a54ccc841cb9802ead7493",
          "goal": "Open Signal. Create a group named 'lunch' with Johnson and Bruce. And send a message 'this is the group' to the group.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.7434934377670288,
        "action_similarity": 0.8685874342918396,
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      {
        "episode": {
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          "goal": "Open Signal. Send the current location to the group 'lunch'.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.6602431535720825,
        "action_similarity": 0.7895174026489258,
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    ],
    "query": {
      "episode_id": "abcc563b6c0c414a96bbdf0cb414be11",
      "goal": "Open Signal. Send a message 'I will delete the group' in 'lunch' group and leave the group 'lunch' and transfer the admin to Bruce.",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7018682956695557,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.8290524184703827,
    "avg_ui_similarity": 0.8071396122499943
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  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "c0e80d21552445d3bd0e2ad2eb8c0cf8",
          "goal": "Open Signal. Send a message 'lunch at 1pm?' to Johnson.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.6591873168945312,
        "action_similarity": 0.7541739344596863,
        "ui_similarity": 0.6733151150991583
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      {
        "episode": {
          "episode_id": "68795fdd2cf94e749b8cf5cc260fcb3d",
          "goal": "Open Signal. Video call Johnson.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.6496836543083191,
        "action_similarity": 0.8339345455169678,
        "ui_similarity": 0.8643212847621355
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    ],
    "query": {
      "episode_id": "2f636591b50d4378b810b4a39440e21e",
      "goal": "Open Signal. Block the chat with Johnson.",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6544354856014252,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.794054239988327,
    "avg_ui_similarity": 0.7688181999306469
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  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "ba5e5178117d45c7b39054d96be0c423",
          "goal": "Open Signal. What is the last message from the group 'lunch' and who is it from?",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.9678629636764526,
        "action_similarity": 0.9493916630744934,
        "ui_similarity": 0.9136781926605889
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      {
        "episode": {
          "episode_id": "a7b222bdbbf14370b10da959f789a54b",
          "goal": "Open Signal. Reply to the last message from the group 'lunch' with 'good'.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.8796395063400269,
        "action_similarity": 0.8739396929740906,
        "ui_similarity": 0.7585831082798582
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    ],
    "query": {
      "episode_id": "0d03683044b74c6282b0145da2ad63ef",
      "goal": "Open Signal. What is the last message from the group 'lunch'?",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.9237512350082397,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.911665678024292,
    "avg_ui_similarity": 0.8361306504702235
  },
  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "86eaa76400234482a23d8f0866483fc0",
          "goal": "Open Signal. Send a message 'I will be there' to Bruce.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.7185758352279663,
        "action_similarity": 0.7829504013061523,
        "ui_similarity": 0.7995935503266905
      },
      {
        "episode": {
          "episode_id": "f763590921644f2e9507c7cc70c681e2",
          "goal": "Open Signal. Voice call Bruce.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.6793729066848755,
        "action_similarity": 0.7480634450912476,
        "ui_similarity": 0.8873412276245548
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    ],
    "query": {
      "episode_id": "f136b15194ee408e9f5f00569c625095",
      "goal": "Open Signal. Mute the notifications for 1 hour from Bruce.",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.6989743709564209,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7655069231987,
    "avg_ui_similarity": 0.8434673889756227
  },
  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "adda7bc387a54ccc841cb9802ead7493",
          "goal": "Open Signal. Create a group named 'lunch' with Johnson and Bruce. And send a message 'this is the group' to the group.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.7872557640075684,
        "action_similarity": 0.7882229685783386,
        "ui_similarity": 0.5592022656812281
      },
      {
        "episode": {
          "episode_id": "3a8ca8c769fc461fae1e9df6638e1f3f",
          "goal": "Open Signal. Send the file 'alarmLog.txt' to Johnson.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.6746736168861389,
        "action_similarity": 0.8110643625259399,
        "ui_similarity": 0.5777943457376508
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    ],
    "query": {
      "episode_id": "c0e80d21552445d3bd0e2ad2eb8c0cf8",
      "goal": "Open Signal. Send a message 'lunch at 1pm?' to Johnson.",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7309646904468536,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7996436655521393,
    "avg_ui_similarity": 0.5684983057094395
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  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "29e2217a6ed84579b5691dd8077b6551",
          "goal": "Open Signal. Send a message 'he is available' to Bruce.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.8939893245697021,
        "action_similarity": 0.9903227090835571,
        "ui_similarity": 0.8828050098630486
      },
      {
        "episode": {
          "episode_id": "f763590921644f2e9507c7cc70c681e2",
          "goal": "Open Signal. Voice call Bruce.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.7988941669464111,
        "action_similarity": 0.8598746657371521,
        "ui_similarity": 0.7584438959404273
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    ],
    "query": {
      "episode_id": "86eaa76400234482a23d8f0866483fc0",
      "goal": "Open Signal. Send a message 'I will be there' to Bruce.",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.8464417457580566,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9250986874103546,
    "avg_ui_similarity": 0.8206244529017379
  },
  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "d8d525d43fc24f8db82b3c71645d190a",
          "goal": "Open Signal. Send the current location to the group 'lunch'.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.792894721031189,
        "action_similarity": 0.7502401471138,
        "ui_similarity": 0.6804759414545674
      },
      {
        "episode": {
          "episode_id": "c0e80d21552445d3bd0e2ad2eb8c0cf8",
          "goal": "Open Signal. Send a message 'lunch at 1pm?' to Johnson.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.7872557640075684,
        "action_similarity": 0.7882229685783386,
        "ui_similarity": 0.559202265681228
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    ],
    "query": {
      "episode_id": "adda7bc387a54ccc841cb9802ead7493",
      "goal": "Open Signal. Create a group named 'lunch' with Johnson and Bruce. And send a message 'this is the group' to the group.",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7900752425193787,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7692315578460693,
    "avg_ui_similarity": 0.6198391035678976
  },
  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "0d03683044b74c6282b0145da2ad63ef",
          "goal": "Open Signal. What is the last message from the group 'lunch'?",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.9678630232810974,
        "action_similarity": 0.9493916630744934,
        "ui_similarity": 0.9136781926605889
      },
      {
        "episode": {
          "episode_id": "a7b222bdbbf14370b10da959f789a54b",
          "goal": "Open Signal. Reply to the last message from the group 'lunch' with 'good'.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.8369605541229248,
        "action_similarity": 0.8697755932807922,
        "ui_similarity": 0.8710346575133998
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    ],
    "query": {
      "episode_id": "ba5e5178117d45c7b39054d96be0c423",
      "goal": "Open Signal. What is the last message from the group 'lunch' and who is it from?",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.9024117887020111,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.9095836281776428,
    "avg_ui_similarity": 0.8923564250869944
  },
  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "5d6f66282db64af99e721c134692e464",
          "goal": "Open Signal. Create a new story with the latest photo in the phone and add the text as 'good lunch'.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.7518396973609924,
        "action_similarity": 0.7370204925537109,
        "ui_similarity": 0.6745439179386118
      },
      {
        "episode": {
          "episode_id": "d8d525d43fc24f8db82b3c71645d190a",
          "goal": "Open Signal. Send the current location to the group 'lunch'.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.7489628791809082,
        "action_similarity": 0.8377963304519653,
        "ui_similarity": 0.9397990191450996
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    ],
    "query": {
      "episode_id": "7c04b458b1bf4b299742b88d08603676",
      "goal": "Open Signal. Send the first photo in the phone to the group 'lunch' and send a message 'how about this'.",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 2,
    "avg_similarity": 0.7504012882709503,
    "target_shot": 2,
    "split": "test",
    "avg_action_similarity": 0.7874084115028381,
    "avg_ui_similarity": 0.8071714685418556
  },
  {
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          "detected_app": "microsoft to do",
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task list named 'Shopping' and create a new task named 'Buy cakes' and set the reminder time at 4PM this Friday.",
      "detected_app": "microsoft to do",
      "domain": "Productivity & Tools",
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          "goal": "Open Microsoft To Do. Create a new task list named 'Personal' and create a new task named 'Go for a walk' and set the reminder time at 6PM today.",
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      "goal": "Open Microsoft To Do. Create a new task in the 'Personal' list named 'Read a book' and set the reminder time at 11PM today and repeat daily.",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Prepare for the presentation' and set the due date to next Thursday.",
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      "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Send the report to the team' and set the due date to next Monday.",
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      "goal": "Open Microsoft To Do. Create a new task in the 'Personal' list named 'Call mom' and set the reminder time at 8:30PM tomorrow.",
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    "query": {
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      "goal": "Open Microsoft To Do. Open My Day and add a new task 'Buy a flower for mom' and set the reminder time at today 7PM.",
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      "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Read linear algebra textbook chapter 2' and set the due date to next Tuesday.",
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        "episode": {
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          "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Write an essay' and set the due date to next Wednesday.",
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      "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Read the research paper' and set the reminder time at 10:30PM tomorrow.",
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Write an essay' and set the due date to next Wednesday.",
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      {
        "episode": {
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          "goal": "Open Microsoft To Do. Create a new task in the 'Personal' list named 'Read a book' and set the reminder time at 11PM today and repeat daily.",
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        "similarity": 0.6503340005874634,
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Study English' and set the daily repeat.",
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          "goal": "Open Microsoft To Do. Create a new task list named 'Work'. Then create a new task to 'Prepare for the meeting' and set the reminder time at today 4PM.",
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        "similarity": 0.7388356924057007,
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task list named 'Personal' and create a new task named 'Go for a walk' and set the reminder time at 6PM today.",
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          "goal": "Open Microsoft To Do. Create a new task named 'lunch at subway' and set the reminder time at 12PM today.",
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new common task named 'grocery shopping' and set the reminder time at today 6PM.",
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Prepare the budget' and set the due date to next Friday and set the reminder time at next Thursday 8 PM.",
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Weekly report' and repeat the task weekly on Monday.",
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  {
    "app": "yelp",
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        "similarity": 0.7433161735534668,
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        "episode": {
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          "goal": "Open Yelp. Search for 'Italian' around the current location. Sort by distance. What is the phone number of the first non-sponsored recommendation?",
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        "similarity": 0.722787618637085,
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    "query": {
      "episode_id": "9e5bcbcdef0d43e08496ece8553a01f9",
      "goal": "Open Yelp. Search for movers around the current location. What is the phone number of the first non-sponsored recommendation?",
      "detected_app": "yelp",
      "domain": "E-Commerce & Shopping",
      "split": "test"
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    "k_shot": 2,
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    "avg_action_similarity": 0.7197895646095276,
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  {
    "app": "yelp",
    "support": [
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    "avg_similarity": 0.8656524618466696,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9277838865915934,
    "avg_ui_similarity": 0.9599419892206197
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "96876a03cc9542868a1a01ffbedb7812",
          "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8540656566619873,
        "action_similarity": 0.8192088603973389,
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      {
        "episode": {
          "episode_id": "c694583acb154134b6451c742687a29e",
          "goal": "Open Novelship. Go to \"Trending Deals\". Select the first item. See if it\"s available in size \"M\". Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7360900044441223,
        "action_similarity": 0.7500464916229248,
        "ui_similarity": 0.8809724424057981
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      {
        "episode": {
          "episode_id": "823d7aede60a4fe8a1f55f11b59ce872",
          "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6731635928153992,
        "action_similarity": 0.7660471200942993,
        "ui_similarity": 0.9495510643344566
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    ],
    "query": {
      "episode_id": "3f75804c98f945c39d7cf12a4a754eaa",
      "goal": "Open Novelship. Browse \"Trending Deals\". Select the third item. Check its detailed information and add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7544397513071696,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.778434157371521,
    "avg_ui_similarity": 0.9240942838632797
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "f3425cf72c914455ae59e0c402b15022",
          "goal": "Open Novelship. Search \"Burberry\". Filter products to apparel and Women. Sort by highest price. Select the third item. Add it to cart.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8065706491470337,
        "action_similarity": 0.859976053237915,
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      {
        "episode": {
          "episode_id": "df5d18e9c3ee48459b60a236a64964c3",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7665116190910339,
        "action_similarity": 0.8788014650344849,
        "ui_similarity": 0.95216482069693
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      {
        "episode": {
          "episode_id": "98092a04e8224235a3b305d06fa366f8",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"M\". Sort by highest price. Select the third item and add it to cart with preferred payment method",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.765483558177948,
        "action_similarity": 0.7715699672698975,
        "ui_similarity": 0.9499760264214707
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    ],
    "query": {
      "episode_id": "93c2a9c97b554fce92f1c628884b4608",
      "goal": "Open Novelship. Search \"Versace\". Filter products to apparel and Women\"s. Sort by highest price. Select the third item. Add it to cart",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7795219421386719,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8367824951807658,
    "avg_ui_similarity": 0.961258691484885
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "77fd18b38a2f4bc4b001bf3edc5878ac",
          "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8761391043663025,
        "action_similarity": 0.908066987991333,
        "ui_similarity": 0.9937174011863011
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      {
        "episode": {
          "episode_id": "c53eb62dd7914c7799e2595620d5412e",
          "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6661545038223267,
        "action_similarity": 0.8325729370117188,
        "ui_similarity": 0.869742575320862
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      {
        "episode": {
          "episode_id": "a19206f0fc4e436b8fc1f0cc6fc121c3",
          "goal": "Open Novelship. Search \"Reebok\". Filter for size 10 and sort by release date. Select the second item. Add to cart, choose installment payments if available",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6557403802871704,
        "action_similarity": 0.88280189037323,
        "ui_similarity": 0.9119435605695101
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    ],
    "query": {
      "episode_id": "a6fc03d64a174b8fb2f63974783585ad",
      "goal": "Open Novelship. Search \"PUMA\". Filter for size 10 and sort by lowest price. Select the first item. Add to cart and select payment.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7326779961585999,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8744806051254272,
    "avg_ui_similarity": 0.9251345123588911
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9109574556350708,
        "action_similarity": 0.9146625995635986,
        "ui_similarity": 0.8444474204514837
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      {
        "episode": {
          "episode_id": "655f0f34ed964901be2eeeefa5b6f27e",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8347799181938171,
        "action_similarity": 0.892840564250946,
        "ui_similarity": 0.9582032277093554
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      {
        "episode": {
          "episode_id": "59279ecddab64f9e965dd44e92f712e8",
          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8157213926315308,
        "action_similarity": 0.8205664157867432,
        "ui_similarity": 0.8354297721121349
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    ],
    "query": {
      "episode_id": "a947e8bddbbc45689620b07c67e742a1",
      "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8538195888201395,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8760231932004293,
    "avg_ui_similarity": 0.8793601400909914
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "7908914c7a364efc96ce49ba12150801",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7912098169326782,
        "action_similarity": 0.9162189960479736,
        "ui_similarity": 0.9503778353796618
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      {
        "episode": {
          "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.778256356716156,
        "action_similarity": 0.8262714743614197,
        "ui_similarity": 0.889788109854171
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      {
        "episode": {
          "episode_id": "a947e8bddbbc45689620b07c67e742a1",
          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7745429873466492,
        "action_similarity": 0.8633217811584473,
        "ui_similarity": 0.952386041578219
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    ],
    "query": {
      "episode_id": "f3fca84044084216b88d9577bc572ddf",
      "goal": "Open Novelship. Search \"Hat\". Filter products to apparel and sort by popularity. Add the first item to wishlist. Check if it is verified by novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7813363869984945,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8686040838559469,
    "avg_ui_similarity": 0.930850662270684
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "467692ffb9ac4dc0a49aae5e1c6a31e4",
          "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7989040613174438,
        "action_similarity": 0.8674852252006531,
        "ui_similarity": 0.9809501276879002
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      {
        "episode": {
          "episode_id": "1766fab805c14ba1ad9bc711a3042e8e",
          "goal": "Open Novelship. Browse \"Under Retail\". Select the first item. Check if it is verified by Novelship and if promotion is available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6376869678497314,
        "action_similarity": 0.9419748783111572,
        "ui_similarity": 0.9059341789589729
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      {
        "episode": {
          "episode_id": "972dbc5000a34ce095f874b45f672c3d",
          "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6155184507369995,
        "action_similarity": 0.7708724141120911,
        "ui_similarity": 0.9688752943467887
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    ],
    "query": {
      "episode_id": "33dac573d84747afa5e096c7eeaca539",
      "goal": "Open Novelship. Browse \"New Lowest List\". Select the second item. Check its detailed information.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6840364933013916,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8601108392079672,
    "avg_ui_similarity": 0.9519198669978873
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "063932777d3444308308e4521cb9d6ce",
          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7550175189971924,
        "action_similarity": 0.8757356405258179,
        "ui_similarity": 0.9009123915524849
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      {
        "episode": {
          "episode_id": "32c9f1502e19471394fac0f16d0593b5",
          "goal": "Open Novelship. Search \"Air Jordan\". Filter products to sneakers and sort by popularity. Add the second item to wishlist. Check if it is verified by Novelship",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7334676384925842,
        "action_similarity": 0.8918306231498718,
        "ui_similarity": 0.9411379826714995
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      {
        "episode": {
          "episode_id": "1806a5aa3fc94e4e886c3cef729f1c75",
          "goal": "Open Novelship. Search \"Off-White\". Filter products to sneakers and size to 7. Sort by newest. Select the fifth item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7276435494422913,
        "action_similarity": 0.8766885995864868,
        "ui_similarity": 0.9447017395396028
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    ],
    "query": {
      "episode_id": "dfa3d2f0b1904e7caf885b62e62f5551",
      "goal": "Open Novelship. Search \"Yeezy\". Filter products to sneakers and sort by lowest price. Add one item to wishlist. Check if it is verified by novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.738709568977356,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8814182877540588,
    "avg_ui_similarity": 0.9289173712545291
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "e89ae775fe5744178eac54bd0a7dd47b",
          "goal": "Open Novelship. Search \"ADIDAS\". Filter products to apparel and size to \"M\". Sort by highest price. Select the first item. Add it to wishlist with size \"M\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8939062356948853,
        "action_similarity": 0.9616298079490662,
        "ui_similarity": 0.9062243717822269
      },
      {
        "episode": {
          "episode_id": "d05dcf3e6e1842e6a33cfd3a2604ec57",
          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"M\". Sort by most relevant. Select the second item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8831698894500732,
        "action_similarity": 0.8589824438095093,
        "ui_similarity": 0.8974622029751795
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      {
        "episode": {
          "episode_id": "655f0f34ed964901be2eeeefa5b6f27e",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.850435197353363,
        "action_similarity": 0.8097952604293823,
        "ui_similarity": 0.8840745139167854
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    ],
    "query": {
      "episode_id": "59279ecddab64f9e965dd44e92f712e8",
      "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8758371074994405,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8768025040626526,
    "avg_ui_similarity": 0.8959203628913972
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "80b874b59091423eaca18cc74c2b20f5",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article and go back to the home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9912171363830566,
        "action_similarity": 0.8322028517723083,
        "ui_similarity": 0.8534990559036864
      },
      {
        "episode": {
          "episode_id": "76b7950cc2b64bce89fe768f4296108c",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9619115591049194,
        "action_similarity": 0.9322096705436707,
        "ui_similarity": 0.8272679808507277
      },
      {
        "episode": {
          "episode_id": "d09dfb1d96a346c4aa3cf17ca4aaa700",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.958098292350769,
        "action_similarity": 0.8176354169845581,
        "ui_similarity": 0.8313009447714148
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    ],
    "query": {
      "episode_id": "2ebf048460ee4db8bb019fa166e27225",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9704089959462484,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8606826464335123,
    "avg_ui_similarity": 0.8373559938419429
  },
  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "c53eb62dd7914c7799e2595620d5412e",
          "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7737734317779541,
        "action_similarity": 0.8686736226081848,
        "ui_similarity": 0.8661571293737956
      },
      {
        "episode": {
          "episode_id": "77fd18b38a2f4bc4b001bf3edc5878ac",
          "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7614317536354065,
        "action_similarity": 0.7938902378082275,
        "ui_similarity": 0.9575785421679349
      },
      {
        "episode": {
          "episode_id": "7908914c7a364efc96ce49ba12150801",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7257082462310791,
        "action_similarity": 0.8786209225654602,
        "ui_similarity": 0.9897523558596515
      }
    ],
    "query": {
      "episode_id": "b4a1c96a9fef45f5b4990e86b0303881",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7536378105481466,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8470615943272909,
    "avg_ui_similarity": 0.9378293424671273
  },
  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "7d16612f455f447fa9dacf258234153f",
          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6883323192596436,
        "action_similarity": 0.8589946031570435,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6873724460601807,
        "action_similarity": 0.8680135011672974,
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      {
        "episode": {
          "episode_id": "93c2a9c97b554fce92f1c628884b4608",
          "goal": "Open Novelship. Search \"Versace\". Filter products to apparel and Women\"s. Sort by highest price. Select the third item. Add it to cart",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6851232051849365,
        "action_similarity": 0.8538132905960083,
        "ui_similarity": 0.9186787774153773
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    ],
    "query": {
      "episode_id": "6e68d8dad7b242298a4e0affb941658a",
      "goal": "Open Novelship. Search \"Dior\". Filter products to accessories. Sort by latest. Select the second item. Make offer.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8602737983067831,
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  {
    "app": "novelship",
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Trending Deals\". Select the third item. Check its detailed information and add it to wishlist.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Novelship. Go to \"Trending Deals\". Select the first item. See if it\"s available in size \"M\". Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6696818470954895,
        "action_similarity": 0.6436622738838196,
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    "query": {
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      "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.7176018754641215,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the most recent one post. Go to the product it posted.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Recommended for You\". Select the fifth item. Check its color options then add it to wishlist.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.712666928768158,
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      "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8531857132911682,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Nike\". Filter for size \"9\" and sort by popularity. Select the first item. Add to the cart.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8212500214576721,
        "action_similarity": 0.9344332814216614,
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    "query": {
      "episode_id": "37186f85a7c0493a93722da80cceeecd",
      "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "split": "train",
    "avg_action_similarity": 0.9170082807540894,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9904073476791382,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9545925855636597,
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      "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Trending Deals\". Select the third item. Check its detailed information and add it to wishlist.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7149884700775146,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6864001750946045,
        "action_similarity": 0.689934492111206,
        "ui_similarity": 0.9441476689921889
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    "query": {
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      "goal": "Open Novelship. Go to \"Trending Deals\". Select the first item. See if it\"s available in size \"M\". Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7124928832054138,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6999291976292928,
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9945811033248901,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to settings. Turn off \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9772640466690063,
        "action_similarity": 0.9391631484031677,
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    ],
    "query": {
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      "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "split": "train",
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"ADIDAS\". Filter products to apparel and size to \"M\". Sort by highest price. Select the first item. Add it to wishlist with size \"M\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8831698894500732,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.806976318359375,
        "action_similarity": 0.8974982500076294,
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    "query": {
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      "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"M\". Sort by most relevant. Select the second item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "split": "train",
    "avg_action_similarity": 0.8859453797340393,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9673692584037781,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9580984115600586,
        "action_similarity": 0.8176354169845581,
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    "query": {
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      "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
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          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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    ],
    "query": {
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      "goal": "Open Novelship. Browse \"Exclusive Brands\". Find \"BAPE\" and select a random item. Check its details and price. Add it to wishlist with size \"L\"",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "split": "train",
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  {
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    "support": [
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          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9772640466690063,
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      {
        "episode": {
          "episode_id": "19f87a7852434796bf21a35f73c089c5",
          "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9763088226318359,
        "action_similarity": 0.9360830187797546,
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    "query": {
      "episode_id": "7d4cae1ba7d34af499c87f63d19369cf",
      "goal": "Open Novelship. Go to settings. Turn off \"Push notifications\" for important updates and releases. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_action_similarity": 0.917039155960083,
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  {
    "app": "novelship",
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        "episode": {
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          "domain": "E-Commerce & Shopping",
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          "goal": "Open Novelship. Browse \"Popular Brands\". Choose the first brand. Check its fifth product in the recommendation list.",
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          "domain": "E-Commerce & Shopping",
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        "episode": {
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          "goal": "Open Novelship. Browse \"Exclusive Brands\". Find \"BAPE\" and select a random item. Check its details and price. Add it to wishlist with size \"L\"",
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      "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
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      "domain": "E-Commerce & Shopping",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7044196724891663,
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      "goal": "Open Novelship. Browse \"Recommended for You\". Select the fifth item. Check its color options then add it to wishlist.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
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          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      "goal": "Open Novelship. Browse \"Release Calendar\". Select the first item. Check its detailed info and add it to wishlist",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "novelship",
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        "episode": {
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          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
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          "domain": "E-Commerce & Shopping",
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        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
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          "domain": "E-Commerce & Shopping",
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          "goal": "Open Novelship. Search \"Converse\". Filter products to sneakers and size to 8. Sort by latest. Select the first item. Add it to wishlist with size 8.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      "goal": "Open Novelship. Search \"Off-White\". Filter products to sneakers and size to 7. Sort by newest. Select the fifth item. Add it to wishlist.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
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        "episode": {
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          "domain": "E-Commerce & Shopping",
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          "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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          "goal": "Open Novelship. Search \"Puma\". Filter products to sneakers and size to 10. Sort by popularity. Select the first item and add it to wishlist with size 10.",
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          "domain": "E-Commerce & Shopping",
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          "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
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        "episode": {
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6928519010543823,
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    "query": {
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      "goal": "Open Novelship. Browse \"Lookbook\". Select the oldest one post. Go to the product it posted. Add it to wishlist.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "split": "train",
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    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
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          "domain": "E-Commerce & Shopping",
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          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
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          "domain": "E-Commerce & Shopping",
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        "episode": {
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          "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      "domain": "E-Commerce & Shopping",
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    "split": "train",
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  {
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        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Under Retail\". Select the first item. Check if it is verified by Novelship and if promotion is available.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6430975198745728,
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    ],
    "query": {
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      "goal": "Open Novelship. Browse \"Lookbook\". Select the most recent one post. Go to the product it posted.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7585155169169108,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7817543347676595,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "96876a03cc9542868a1a01ffbedb7812",
          "goal": "Open Novelship. Browse \"Trending Deals\". Select the fifth item. Check its detailed info",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6580609083175659,
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        "episode": {
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          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the most recent one post. Go to the product it posted.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6430975198745728,
        "action_similarity": 0.7017773389816284,
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    ],
    "query": {
      "episode_id": "1766fab805c14ba1ad9bc711a3042e8e",
      "goal": "Open Novelship. Browse \"Under Retail\". Select the first item. Check if it is verified by Novelship and if promotion is available.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.6485448082288107,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6902971665064493,
    "avg_ui_similarity": 0.8696150540918479
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  {
    "app": "novelship",
    "support": [
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        "episode": {
          "episode_id": "1a73fd8aec17469382aa4739db9edbb3",
          "goal": "Open Novelship. Browse \"Recommended for You\". Select the fifth item. Check its color options then add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7222033739089966,
        "action_similarity": 0.7306917309761047,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7083863019943237,
        "action_similarity": 0.712081253528595,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Lookbook\". Select the fourth one post. Go to the product it posted. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6867566108703613,
        "action_similarity": 0.6416712999343872,
        "ui_similarity": 0.9548014771250323
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    ],
    "query": {
      "episode_id": "972dbc5000a34ce095f874b45f672c3d",
      "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7057820955912272,
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    "split": "train",
    "avg_action_similarity": 0.6948147614796957,
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  {
    "app": "novelship",
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6737284660339355,
        "action_similarity": 0.8069374561309814,
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    "query": {
      "episode_id": "f7bf03ebdb3147df8aa71d8692d97806",
      "goal": "Open Novelship. Search \"Tommy Hilfiger\". Filter products to collectibles. Sort by newest. Select the first item and check if it is verified by Novelship",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.7877063353856405,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7470536231994629,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.745259165763855,
        "action_similarity": 0.8893487453460693,
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    "query": {
      "episode_id": "d85e1be4c43d48d9872adbe730d65ec7",
      "goal": "Open Novelship. Search \"Nike\". Filter for size \"9\" and sort by popularity. Select the first item. Add to the cart.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "split": "train",
    "avg_action_similarity": 0.9235603411992391,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "19f87a7852434796bf21a35f73c089c5",
          "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8955916166305542,
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      {
        "episode": {
          "episode_id": "795ef29e652c4fb794e05ae91254b1ba",
          "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8907753825187683,
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      {
        "episode": {
          "episode_id": "5129b04d42c3425ebd950a957fea15ad",
          "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8898862600326538,
        "action_similarity": 0.8399229049682617,
        "ui_similarity": 0.9076015465029894
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    ],
    "query": {
      "episode_id": "0308f3fde0d7432781c0c55d454308f8",
      "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for new arrivals. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8920844197273254,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9199325243631998,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Tommy Hilfiger\". Filter products to collectibles. Sort by newest. Select the first item and check if it is verified by Novelship",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.646253228187561,
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    "query": {
      "episode_id": "eb7e78a2ee7c4607a60d8befab980661",
      "goal": "Open Novelship. Search \"Louis Vuitton\". Filter products to collectibles. Sort by highest price. Select the first item and check if it is verified by Novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.6567734082539877,
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    "split": "train",
    "avg_action_similarity": 0.7777648766835531,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Versace\". Filter products to apparel and Women\"s. Sort by highest price. Select the third item. Add it to cart",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8065706491470337,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6608980894088745,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6518558263778687,
        "action_similarity": 0.7589621543884277,
        "ui_similarity": 0.9584590088243881
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    "query": {
      "episode_id": "f3425cf72c914455ae59e0c402b15022",
      "goal": "Open Novelship. Search \"Burberry\". Filter products to apparel and Women. Sort by highest price. Select the third item. Add it to cart.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7064415216445923,
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    "split": "train",
    "avg_action_similarity": 0.7783958117167155,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "98092a04e8224235a3b305d06fa366f8",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"M\". Sort by highest price. Select the third item and add it to cart with preferred payment method",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7833914160728455,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to long pants and size to \"XL\". Sort by popularity. Select the first item. Add it to cart.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7812789082527161,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.781152069568634,
        "action_similarity": 0.8517834544181824,
        "ui_similarity": 0.9909144069846539
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    ],
    "query": {
      "episode_id": "df5d18e9c3ee48459b60a236a64964c3",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7819407979647318,
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    "split": "train",
    "avg_action_similarity": 0.7931567827860514,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "33dac573d84747afa5e096c7eeaca539",
          "goal": "Open Novelship. Browse \"New Lowest List\". Select the second item. Check its detailed information.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7989040613174438,
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      {
        "episode": {
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          "goal": "Open Novelship. Browse \"Bestsellers\". Select the fifth item. Check its detailed information and add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7083863019943237,
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      {
        "episode": {
          "episode_id": "b59cf413c1204229a0e34683806ad67d",
          "goal": "Open Novelship. Browse \"Release Calendar\". Select the first item. Check its detailed info and add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7060700058937073,
        "action_similarity": 0.9219779372215271,
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    ],
    "query": {
      "episode_id": "467692ffb9ac4dc0a49aae5e1c6a31e4",
      "goal": "Open Novelship. Browse \"New lowest list\". Select the third item. Check if it is verified by Novelship. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7377867897351583,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8338481386502584,
    "avg_ui_similarity": 0.9726750018130478
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "8acde2bea0964423aedda2616955172e",
          "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8711143732070923,
        "action_similarity": 0.8904543519020081,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8503856658935547,
        "action_similarity": 0.9495627880096436,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8198508024215698,
        "action_similarity": 0.9062892198562622,
        "ui_similarity": 0.8989097247115191
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    ],
    "query": {
      "episode_id": "9a917129b0814a1d91fdd02463e77762",
      "goal": "Open Novelship. Search \"Puma\". Filter products to sneakers and size to 10. Sort by popularity. Select the first item and add it to wishlist with size 10.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.8471169471740723,
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    "split": "train",
    "avg_action_similarity": 0.9154354532559713,
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Hat\". Filter products to apparel and sort by popularity. Add the first item to wishlist. Check if it is verified by novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7912098169326782,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.781152069568634,
        "action_similarity": 0.8517834544181824,
        "ui_similarity": 0.9909144069846539
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    ],
    "query": {
      "episode_id": "7908914c7a364efc96ce49ba12150801",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8021341959635416,
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    "split": "train",
    "avg_action_similarity": 0.8494978149731954,
    "avg_ui_similarity": 0.9462161907940735
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "9a917129b0814a1d91fdd02463e77762",
          "goal": "Open Novelship. Search \"Puma\". Filter products to sneakers and size to 10. Sort by popularity. Select the first item and add it to wishlist with size 10.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8711143732070923,
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        "ui_similarity": 0.9793437114117621
      },
      {
        "episode": {
          "episode_id": "063932777d3444308308e4521cb9d6ce",
          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8457381725311279,
        "action_similarity": 0.890640377998352,
        "ui_similarity": 0.9923470672968207
      },
      {
        "episode": {
          "episode_id": "37186f85a7c0493a93722da80cceeecd",
          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8424608707427979,
        "action_similarity": 0.8990766406059265,
        "ui_similarity": 0.8795802071530487
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    ],
    "query": {
      "episode_id": "8acde2bea0964423aedda2616955172e",
      "goal": "Open Novelship. Search \"Adidas\". Filter products to sneakers and size to 10.5. Sort by popularity. Select the second item. Add it to wishlist with size 10.5",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.8531044721603394,
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    "split": "train",
    "avg_action_similarity": 0.8933904568354288,
    "avg_ui_similarity": 0.9504236619538772
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "b4a1c96a9fef45f5b4990e86b0303881",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7737734317779541,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7484374046325684,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.745863139629364,
        "action_similarity": 0.8605215549468994,
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    "query": {
      "episode_id": "c53eb62dd7914c7799e2595620d5412e",
      "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7560246586799622,
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    "split": "train",
    "avg_action_similarity": 0.8248602747917175,
    "avg_ui_similarity": 0.8708839957485194
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and Men\"s. Sort by lowest price. Select the second item. Add it to the wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8783763647079468,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.850435197353363,
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      {
        "episode": {
          "episode_id": "a947e8bddbbc45689620b07c67e742a1",
          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8347799777984619,
        "action_similarity": 0.892840564250946,
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    "query": {
      "episode_id": "655f0f34ed964901be2eeeefa5b6f27e",
      "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.8545305132865906,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8583544294039408,
    "avg_ui_similarity": 0.9428652139938585
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Search \"Air Jordan 1\". Filter for size type \"MEN\" and sort by release date. Select the third item. Add to cart, choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.732577919960022,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Nike\". Filter for size \"9\" and sort by popularity. Select the first item. Add to the cart.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6830875873565674,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6215587258338928,
        "action_similarity": 0.9135699272155762,
        "ui_similarity": 0.9631146982110217
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    ],
    "query": {
      "episode_id": "ccf6645c45824c6dac0ffe11cd79fd70",
      "goal": "Open Novelship. Search \"Nike dunk\". Filter for men size and sort by release date. Select the first item. Add to cart, choose installment payments if available.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.679074744383494,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.885850210984548,
    "avg_ui_similarity": 0.969785972723518
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "063932777d3444308308e4521cb9d6ce",
          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9008338451385498,
        "action_similarity": 0.9431484937667847,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Converse\". Filter products to sneakers and size to 8. Sort by latest. Select the first item. Add it to wishlist with size 8.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8276334404945374,
        "action_similarity": 0.8494765758514404,
        "ui_similarity": 0.9058093097539746
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8212500214576721,
        "action_similarity": 0.9344332814216614,
        "ui_similarity": 0.9620561869136579
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    "query": {
      "episode_id": "5cca3a6207104a57aa6f3973cda88b17",
      "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.849905769030253,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9090194503466288,
    "avg_ui_similarity": 0.9237529766198412
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9673690795898438,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9627385139465332,
        "action_similarity": 0.8274224400520325,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9619115591049194,
        "action_similarity": 0.9322096705436707,
        "ui_similarity": 0.8272679808507276
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    "query": {
      "episode_id": "76b7950cc2b64bce89fe768f4296108c",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9640063842137655,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8498521049817404,
    "avg_ui_similarity": 0.9006226074861124
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "655f0f34ed964901be2eeeefa5b6f27e",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8783763647079468,
        "action_similarity": 0.8724274635314941,
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      {
        "episode": {
          "episode_id": "98092a04e8224235a3b305d06fa366f8",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"M\". Sort by highest price. Select the third item and add it to cart with preferred payment method",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8155602812767029,
        "action_similarity": 0.8642272353172302,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Versace\". Filter products to apparel and Women\"s. Sort by highest price. Select the third item. Add it to cart",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7493239641189575,
        "action_similarity": 0.8931095600128174,
        "ui_similarity": 0.9302993998735124
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    ],
    "query": {
      "episode_id": "4e6970557b254be8ba24205f634c03d5",
      "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and Men\"s. Sort by lowest price. Select the second item. Add it to the wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.814420203367869,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8765880862871805,
    "avg_ui_similarity": 0.962794802410989
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "a947e8bddbbc45689620b07c67e742a1",
          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.9109575748443604,
        "action_similarity": 0.9146625995635986,
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      {
        "episode": {
          "episode_id": "7908914c7a364efc96ce49ba12150801",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8340407013893127,
        "action_similarity": 0.7804909944534302,
        "ui_similarity": 0.8973563300179045
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"ADIDAS\". Filter products to apparel and size to \"M\". Sort by highest price. Select the first item. Add it to wishlist with size \"M\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8272920846939087,
        "action_similarity": 0.8674519062042236,
        "ui_similarity": 0.8933878023472615
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    ],
    "query": {
      "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
      "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.857430120309194,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8542018334070841,
    "avg_ui_similarity": 0.8783971842722167
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "a947e8bddbbc45689620b07c67e742a1",
          "goal": "Open Novelship. Search \"Levi\"s\". Filter products to apparel and size to \"L\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.807655394077301,
        "action_similarity": 0.8878445029258728,
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      {
        "episode": {
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          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7873493432998657,
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      {
        "episode": {
          "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.761705756187439,
        "action_similarity": 0.9302033185958862,
        "ui_similarity": 0.8527658369815231
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    ],
    "query": {
      "episode_id": "dd98c2b3792f4479862741e2264c2060",
      "goal": "Open Novelship. Search \"Vans\". Filter products to apparel and size to \"S\". Sort by latest. Select the fourth item. Add it to wishlist.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7855701645215353,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9061039090156555,
    "avg_ui_similarity": 0.8840916566465821
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  {
    "app": "novelship",
    "support": [
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        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Read the second news to explore the culture, and return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7694225311279297,
        "action_similarity": 0.8271666765213013,
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    "query": {
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      "goal": "Open Novelship. Go to \"Novelship News\". Click on the fifth news. Read the article, learn more about the culture and return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8032195568084717,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8714792728424072,
    "avg_ui_similarity": 0.9200937578309566
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "53cc23e9f1c0492c900cf960c4a4a9a7",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the fifth news. Read the article, learn more about the culture and return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8703320026397705,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8267824649810791,
        "action_similarity": 0.8326942920684814,
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      {
        "episode": {
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          "goal": "Open Novelship. Go to \"Novelship News\". Click on the latest news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8062431216239929,
        "action_similarity": 0.8621600866317749,
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    "query": {
      "episode_id": "e259a091a6c449b78a81135483327c93",
      "goal": "Open Novelship. Go to \"Novelship News\". Read the second news to explore the culture, and return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8344525297482809,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8662489851315817,
    "avg_ui_similarity": 0.912420772716349
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "063932777d3444308308e4521cb9d6ce",
          "goal": "Open Novelship. Search \"Addidas\". Filter products to sneakers and size to 8. Sort by popularity. Select the first item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.835124135017395,
        "action_similarity": 0.8691900968551636,
        "ui_similarity": 0.980397067475701
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      {
        "episode": {
          "episode_id": "5cca3a6207104a57aa6f3973cda88b17",
          "goal": "Open Novelship. Search \"Balenciaga\". Filter products to sneakers and size to \"8\". Sort by popularity. Select the first item. Add it to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8276334404945374,
        "action_similarity": 0.8494765758514404,
        "ui_similarity": 0.9058093097539743
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      {
        "episode": {
          "episode_id": "37186f85a7c0493a93722da80cceeecd",
          "goal": "Open Novelship. Search \"NIKE\". Filter products to sneakers and size to 9. sort by lowest price. Select the first item. Add it wishlist with size 9",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8110571503639221,
        "action_similarity": 0.8780010938644409,
        "ui_similarity": 0.8909719350438519
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    ],
    "query": {
      "episode_id": "a508e7eea38244aa9aaa394ddf94fb28",
      "goal": "Open Novelship. Search \"Converse\". Filter products to sneakers and size to 8. Sort by latest. Select the first item. Add it to wishlist with size 8.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8246049086252848,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8655559221903483,
    "avg_ui_similarity": 0.9257261040911757
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "61836568ea854628a99298fcddfdc730",
          "goal": "Open Novelship. Browse \"Popular Brands\". Choose the first brand. Check its fifth product in the recommendation list.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8539524674415588,
        "action_similarity": 0.7794809937477112,
        "ui_similarity": 0.9776786473409402
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      {
        "episode": {
          "episode_id": "823d7aede60a4fe8a1f55f11b59ce872",
          "goal": "Open Novelship. Browse \"Top Brands\". Select the third brand. Check all its products and add the first item to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7565422058105469,
        "action_similarity": 0.7726656198501587,
        "ui_similarity": 0.9012724831017866
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      {
        "episode": {
          "episode_id": "9bdda271fe6c41ccb2be92447494cd75",
          "goal": "Open Novelship. Browse \"Lookbook\". Select the most recent one post. Go to the product it posted.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.617005467414856,
        "action_similarity": 0.743713915348053,
        "ui_similarity": 0.9474697537252528
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    ],
    "query": {
      "episode_id": "b109995d4fdf477d8d3900d649f09222",
      "goal": "Open Novelship. Browse \"Popular Brands\". Select the second brand. Check its products and go back to the home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7425000468889872,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7652868429819742,
    "avg_ui_similarity": 0.9421402947226598
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "2ebf048460ee4db8bb019fa166e27225",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9912171363830566,
        "action_similarity": 0.8322028517723083,
        "ui_similarity": 0.853499055903686
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      {
        "episode": {
          "episode_id": "d09dfb1d96a346c4aa3cf17ca4aaa700",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the very first news. Read the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9466047286987305,
        "action_similarity": 0.8502557873725891,
        "ui_similarity": 0.9905796237265658
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      {
        "episode": {
          "episode_id": "76b7950cc2b64bce89fe768f4296108c",
          "goal": "Open Novelship. Go to \"Novelship News\". Click on the second news. Go through the article. Go back to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9460310339927673,
        "action_similarity": 0.8330849409103394,
        "ui_similarity": 0.9870361967484883
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    ],
    "query": {
      "episode_id": "80b874b59091423eaca18cc74c2b20f5",
      "goal": "Open Novelship. Go to \"Novelship News\". Click on the third news. Read the article and go back to the home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9612842996915182,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.838514526685079,
    "avg_ui_similarity": 0.9437049587929134
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "6e68d8dad7b242298a4e0affb941658a",
          "goal": "Open Novelship. Search \"Dior\". Filter products to accessories. Sort by latest. Select the second item. Make offer.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6883324384689331,
        "action_similarity": 0.8589946031570435,
        "ui_similarity": 0.935701755451765
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      {
        "episode": {
          "episode_id": "7908914c7a364efc96ce49ba12150801",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and sort by latest. Select one item randomly. Check if it is verified by Novelship.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6816660761833191,
        "action_similarity": 0.8463838696479797,
        "ui_similarity": 0.9501481207372733
      },
      {
        "episode": {
          "episode_id": "b4a1c96a9fef45f5b4990e86b0303881",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6799097061157227,
        "action_similarity": 0.8745341300964355,
        "ui_similarity": 0.96261832214869
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    ],
    "query": {
      "episode_id": "7d16612f455f447fa9dacf258234153f",
      "goal": "Open Novelship. Search \"Rolex\". Filter products to collectibles and sort by lowest price. Check if the second item is verified by Novelship.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6833027402559916,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8599708676338196,
    "avg_ui_similarity": 0.9494893994459095
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "795ef29e652c4fb794e05ae91254b1ba",
          "goal": "Open Novelship. Go to settings. Enable \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9945811033248901,
        "action_similarity": 0.8813093304634094,
        "ui_similarity": 0.9201545610759484
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      {
        "episode": {
          "episode_id": "19f87a7852434796bf21a35f73c089c5",
          "goal": "Open Novelship. Go to settings. Switch on the \"Push notifications\" for new releases and updates. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9894490838050842,
        "action_similarity": 0.854404628276825,
        "ui_similarity": 0.8962189276288893
      },
      {
        "episode": {
          "episode_id": "7d4cae1ba7d34af499c87f63d19369cf",
          "goal": "Open Novelship. Go to settings. Turn off \"Push notifications\" for important updates and releases. Return to home page.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9890742301940918,
        "action_similarity": 0.8758713006973267,
        "ui_similarity": 0.9139638604179504
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    ],
    "query": {
      "episode_id": "5129b04d42c3425ebd950a957fea15ad",
      "goal": "Open Novelship. Go to settings. Turn on \"Push notifications\" for important updates and releases. Return to home page.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9910348057746887,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8705284198125204,
    "avg_ui_similarity": 0.910112449707596
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  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "d05dcf3e6e1842e6a33cfd3a2604ec57",
          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"M\". Sort by most relevant. Select the second item. Add it to wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9621096849441528,
        "action_similarity": 0.9013554453849792,
        "ui_similarity": 0.9954065380275781
      },
      {
        "episode": {
          "episode_id": "59279ecddab64f9e965dd44e92f712e8",
          "goal": "Open Novelship. Search \"Adidas\". Filter products to apparel and size to \"L\". Sort by lowest price. Select the second item and add it to wishlist with size \"L\".",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8939062356948853,
        "action_similarity": 0.9616298079490662,
        "ui_similarity": 0.906224371782227
      },
      {
        "episode": {
          "episode_id": "19b2d4e3830b49f8a89e745ddd2a5bf6",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"M\". Sort by newest arrivals. Select the first item. Add to wishlist",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8272920846939087,
        "action_similarity": 0.8674519062042236,
        "ui_similarity": 0.8933878023472615
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    ],
    "query": {
      "episode_id": "e89ae775fe5744178eac54bd0a7dd47b",
      "goal": "Open Novelship. Search \"ADIDAS\". Filter products to apparel and size to \"M\". Sort by highest price. Select the first item. Add it to wishlist with size \"M\"",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8944360017776489,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9101457198460897,
    "avg_ui_similarity": 0.9316729040523555
  },
  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "a6fc03d64a174b8fb2f63974783585ad",
          "goal": "Open Novelship. Search \"PUMA\". Filter for size 10 and sort by lowest price. Select the first item. Add to cart and select payment.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6557403802871704,
        "action_similarity": 0.88280189037323,
        "ui_similarity": 0.9119435605695102
      },
      {
        "episode": {
          "episode_id": "c53eb62dd7914c7799e2595620d5412e",
          "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6489986181259155,
        "action_similarity": 0.8802492022514343,
        "ui_similarity": 0.9632329875731743
      },
      {
        "episode": {
          "episode_id": "77fd18b38a2f4bc4b001bf3edc5878ac",
          "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6463619470596313,
        "action_similarity": 0.8001104593276978,
        "ui_similarity": 0.9102043288057489
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    ],
    "query": {
      "episode_id": "a19206f0fc4e436b8fc1f0cc6fc121c3",
      "goal": "Open Novelship. Search \"Reebok\". Filter for size 10 and sort by release date. Select the second item. Add to cart, choose installment payments if available",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6503669818242391,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8543871839841207,
    "avg_ui_similarity": 0.9284602923161445
  },
  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "4e6970557b254be8ba24205f634c03d5",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and Men\"s. Sort by lowest price. Select the second item. Add it to the wishlist.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8155602812767029,
        "action_similarity": 0.8642272353172302,
        "ui_similarity": 0.9717671070040199
      },
      {
        "episode": {
          "episode_id": "655f0f34ed964901be2eeeefa5b6f27e",
          "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"L\". Sort by highest price. Select the second item. Add it to wishlist with size \"L\"",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8144918084144592,
        "action_similarity": 0.9181052446365356,
        "ui_similarity": 0.9914959864343125
      },
      {
        "episode": {
          "episode_id": "df5d18e9c3ee48459b60a236a64964c3",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to apparel and size to \"XL\". Sort by latest. Select the third item. Add it to cart with preferred payment method.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7833914160728455,
        "action_similarity": 0.7462173700332642,
        "ui_similarity": 0.9771515190997673
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    ],
    "query": {
      "episode_id": "98092a04e8224235a3b305d06fa366f8",
      "goal": "Open Novelship. Search \"Gucci\". Filter products to apparel and size to \"M\". Sort by highest price. Select the third item and add it to cart with preferred payment method",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8044811685880026,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8428499499956766,
    "avg_ui_similarity": 0.9801382041793666
  },
  {
    "app": "novelship",
    "support": [
      {
        "episode": {
          "episode_id": "a6fc03d64a174b8fb2f63974783585ad",
          "goal": "Open Novelship. Search \"PUMA\". Filter for size 10 and sort by lowest price. Select the first item. Add to cart and select payment.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8761391639709473,
        "action_similarity": 0.908066987991333,
        "ui_similarity": 0.9937174011863011
      },
      {
        "episode": {
          "episode_id": "b4a1c96a9fef45f5b4990e86b0303881",
          "goal": "Open Novelship. Search \"Supreme\". Filter products to collectibles. Sort by popularity. Select the first item. Check available payment methods.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7614318132400513,
        "action_similarity": 0.7938902378082275,
        "ui_similarity": 0.9575785421679348
      },
      {
        "episode": {
          "episode_id": "c53eb62dd7914c7799e2595620d5412e",
          "goal": "Open Novelship. Search \"BAPE\". Filter products to apparel and size to \"S\". Sort by popularity. Select the first item. Add it to cart and choose installment payments if available.",
          "detected_app": "novelship",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7484374046325684,
        "action_similarity": 0.7453856468200684,
        "ui_similarity": 0.8666756927578081
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    ],
    "query": {
      "episode_id": "77fd18b38a2f4bc4b001bf3edc5878ac",
      "goal": "Open Novelship. Search \"Puma\". Filter for size 8 and sort by popularity. Select the first item. Add to cart, select the payment method.",
      "detected_app": "novelship",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.795336127281189,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8157809575398763,
    "avg_ui_similarity": 0.9393238787040147
  },
  {
    "app": "whatsapp",
    "support": [
      {
        "episode": {
          "episode_id": "40e44b6cb0e64b67ad4a1d52658657cd",
          "goal": "Open WhatsApp. Send a message to the group \"Project\" saying \"Dinner at 7 PM\"",
          "detected_app": "whatsapp",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.719247579574585,
        "action_similarity": 0.823462188243866,
        "ui_similarity": 0.9372616443227499
      },
      {
        "episode": {
          "episode_id": "1b92da22c16a445aa13b4bddff3f38e0",
          "goal": "Open WhatsApp. Send a message to Bob saying \"Hope to see you soon.\"",
          "detected_app": "whatsapp",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.7127808332443237,
        "action_similarity": 0.9336019158363342,
        "ui_similarity": 0.9505825507761188
      },
      {
        "episode": {
          "episode_id": "fce7a0452f6d458db59eb1d5013e2a9a",
          "goal": "Open WhatsApp. Send a message to the group \"colleagues\" saying \"Dinner reservation is made.\"",
          "detected_app": "whatsapp",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.6977947950363159,
        "action_similarity": 0.8036109209060669,
        "ui_similarity": 0.8943047991550406
      }
    ],
    "query": {
      "episode_id": "90fb29138ff7407e84b9728adbc83630",
      "goal": "Open WhatsApp. Message Bob 'Hi there, how about a dinner tonight?'",
      "detected_app": "whatsapp",
      "domain": "Social Media & Messaging",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7099410692850748,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.853558341662089,
    "avg_ui_similarity": 0.9273829980846364
  },
  {
    "app": "whatsapp",
    "support": [
      {
        "episode": {
          "episode_id": "46a23c3734b44839abfda080f451aa65",
          "goal": "Open WhatsApp. Make a voice call to Johnson.",
          "detected_app": "whatsapp",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.9091105461120605,
        "action_similarity": 0.8319936394691467,
        "ui_similarity": 0.9430259490684294
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    ],
    "query": {
      "episode_id": "5ffd9faa19a94deea70c27749468c530",
      "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8792667190233866,
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  {
    "app": "hotels",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from July 5 to July 10. Fitness/stadium required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7395556569099426,
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    "query": {
      "episode_id": "6711c953392e47cebe2322ac0f136a0b",
      "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and a 10-year-old child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8986296057701111,
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and one child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
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          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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      "episode_id": "0c24ecda46644abdab443275680c3018",
      "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and a 14-year-old child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8914200663566589,
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  {
    "app": "hotels",
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults and two children. Filter results with pool included. Check the third property\"s photos.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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      "episode_id": "4fec9d235cd24b52bbc95c8a3b76602a",
      "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults. Filter results with pool included. Check the third property\"s photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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          "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
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        "episode": {
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          "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Search for a hotel in Rome from August 5 to August 10. Accommodate one adult in one room. Identify hotels with gyms and filter by star rating. Select the second recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
      "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9169327020645142,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Search for eligible hotels in Los Angeles, Hollywood from May 20 to May 22. Two Adults, One child, One room. Sort by price from high to low. Select the first hotel. Check its Fees & policy and price details.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Look for accommodation in Los Angeles from Mat 13 to May 19. Include two adults and two 10-year-old children in a single room. Search for hotels that include free parking and sort by star rating. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "split": "train",
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
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          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
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          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "action_similarity": 0.9518454670906067,
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    "query": {
      "episode_id": "27714138f85843fe9df0cc1d6ced795f",
      "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9349573254585266,
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Sort the results by price from high to low. Select the third option. See all the guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6379122138023376,
        "action_similarity": 0.8496417999267578,
        "ui_similarity": 0.9698999014407718
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    "query": {
      "episode_id": "57cba43ed3e349ebbb3070bba66be3f7",
      "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Filter results by rating higher than 7. Sort the results by price from high to low. Select the third option. See the guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "similarity": 0.8390893340110779,
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    "query": {
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      "goal": "Open Hotels. Find a hotel in Tokyo from June 10 to June 15. Three adults in one room. Look for properties whose name contains \"Capsule\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9461723764737447,
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
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          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price from high to low. Review photos of the chosen property.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
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          "domain": "Travel & Leisure",
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      "goal": "Open Hotels. Search for a hotel in Barcelona, near Camp Nou from September 2 to September 8. Two Adults, Two children, Two rooms. Sort by price from low to high. Select the list view of all recommendations.",
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      "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest guest rated property to the trip.",
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest rated property to the trip.",
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      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8759583234786987,
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          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
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          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with WiFi included. Filter the results by guest rating. See all the photos of the selected property.",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
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      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
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          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London City Center, drop-off time at 8:00 PM May 15 at the LCY. Sort the results by distance. Select the first one. Check the car rental location.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
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          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
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          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
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          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\".",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.898267924785614,
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    "query": {
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      "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price from high to low.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
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          "domain": "Travel & Leisure",
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    "query": {
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      "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in London, near the London Eye from December 20 to December 26. Family-friendly required. Select the fourth recommendation. What is the lowest price in the hotel?",
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          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Find a hotel in London, near the London Eye from July 20 to July 26. What is the lowest price in the hotel?",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and a 14-year-old child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9006776809692383,
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.892755389213562,
        "action_similarity": 0.9629033207893372,
        "ui_similarity": 0.9176846377972697
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    ],
    "query": {
      "episode_id": "743bcbd930f84078b54081fe74e5b8b2",
      "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and one child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9272763331731161,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9373031854629517,
    "avg_ui_similarity": 0.9487956393489122
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5b7cb2d8d86344e4a32f30c1056d9407",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "ui_similarity": 0.9708374984177105
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      {
        "episode": {
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          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7210960984230042,
        "action_similarity": 0.9365312457084656,
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    "query": {
      "episode_id": "3028c77243524638af11116ed6cbd05e",
      "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Elevator required. select the second  recommendation. What is the lowest price in the hotel?",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7422124743461609,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9298873742421468,
    "avg_ui_similarity": 0.9712107394391719
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "61e033121a8b47b08223e374b57dd560",
          "goal": "Open Hotels. Find a hotel in Honolulu from May 1 to May 5. One room with two adults. Filter results by rating higher than 4/5. Sort the results by distance from beach. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.69541996717453,
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      {
        "episode": {
          "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6722784042358398,
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    ],
    "query": {
      "episode_id": "5dbb045f4f8f4152bca6018f98bf48c3",
      "goal": "Open Hotels. Find a hotel in Honolulu from June 1 to June 5. One room with two adults. Filter results by rating higher than 8. Sort the results by distance from downtown. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7729068001111349,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8606825073560079,
    "avg_ui_similarity": 0.9488497636088159
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "747467a967274d839c3f9a89c3c80c17",
          "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9368938207626343,
        "action_similarity": 0.8950398564338684,
        "ui_similarity": 0.9000391288444192
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9111177921295166,
        "action_similarity": 0.9509584903717041,
        "ui_similarity": 0.961378545416256
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      {
        "episode": {
          "episode_id": "35cc4e40df6b473ba895d04869dd9fb3",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9111177921295166,
        "action_similarity": 0.8827333450317383,
        "ui_similarity": 0.9051508326648051
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    ],
    "query": {
      "episode_id": "e237d0563f4940e6afd25a9d7a83ba35",
      "goal": "Open Hotels. Find accommodation in Tokyo from October 20 to October 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price. Review all photos of the selected hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9197098016738892,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9095772306124369,
    "avg_ui_similarity": 0.9221895023084934
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.842241644859314,
        "action_similarity": 0.8950124979019165,
        "ui_similarity": 0.8682624662537235
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      {
        "episode": {
          "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "action_similarity": 0.8972952961921692,
        "ui_similarity": 0.9714807120759644
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      {
        "episode": {
          "episode_id": "68c886a90ea740219f63fab448de2345",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from June 22 to June 27. Reserve two rooms for two adults each. Filter by distance from downtown and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8283995389938354,
        "action_similarity": 0.9523978233337402,
        "ui_similarity": 0.948419823723969
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    ],
    "query": {
      "episode_id": "c07189b432384d3eaaf1bdb8bcdff8ef",
      "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8336113890012106,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.914901872475942,
    "avg_ui_similarity": 0.9293876673512189
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9899920225143433,
        "action_similarity": 0.9364498853683472,
        "ui_similarity": 0.9411983251750448
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8710068464279175,
        "action_similarity": 0.9407359957695007,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8710068464279175,
        "action_similarity": 0.9385297894477844,
        "ui_similarity": 0.9744690996701802
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    ],
    "query": {
      "episode_id": "7a4eb805d071464d9448ca774c1544d1",
      "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9106685717900594,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9385718901952108,
    "avg_ui_similarity": 0.9589095522231122
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "406a742177dc4fb594f87da6c9ba6627",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9964976906776428,
        "action_similarity": 0.8896564245223999,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.915463924407959,
        "action_similarity": 0.9653849005699158,
        "ui_similarity": 0.8824197099971407
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      {
        "episode": {
          "episode_id": "d8e02f550b024625ab0059e317629353",
          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.915463924407959,
        "action_similarity": 0.9391326904296875,
        "ui_similarity": 0.8652367967586005
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    ],
    "query": {
      "episode_id": "79ddbe2a414643328f25c525292d1797",
      "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9424751798311869,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9313913385073344,
    "avg_ui_similarity": 0.8728428113329899
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9803965091705322,
        "action_similarity": 0.8841699957847595,
        "ui_similarity": 0.8427000496394318
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8283995985984802,
        "action_similarity": 0.9523978233337402,
        "ui_similarity": 0.9484198237239687
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      {
        "episode": {
          "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8067225217819214,
        "action_similarity": 0.8449246287345886,
        "ui_similarity": 0.9366931457483993
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    ],
    "query": {
      "episode_id": "68c886a90ea740219f63fab448de2345",
      "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from June 22 to June 27. Reserve two rooms for two adults each. Filter by distance from downtown and select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8718395431836446,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8938308159510294,
    "avg_ui_similarity": 0.9092710063705999
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9995683431625366,
        "action_similarity": 0.9354548454284668,
        "ui_similarity": 0.9244220596289623
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      {
        "episode": {
          "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
          "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8360565900802612,
        "action_similarity": 0.898361325263977,
        "ui_similarity": 0.8855224847458906
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      {
        "episode": {
          "episode_id": "73b310c75d424b6c90b9e6ace55c19d9",
          "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8314836621284485,
        "action_similarity": 0.8789404034614563,
        "ui_similarity": 0.913928031196687
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    ],
    "query": {
      "episode_id": "bc6cf5f234734fc7b2baa4ba923612d5",
      "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8890361984570821,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9042521913846334,
    "avg_ui_similarity": 0.9079575251905133
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "859edcbd80d246b5a7e0a8b241783481",
          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price from high to low. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9916841983795166,
        "action_similarity": 0.9397661089897156,
        "ui_similarity": 0.9122684935591714
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      {
        "episode": {
          "episode_id": "57ba99b016e24d1e959c31a58cbe5e1b",
          "goal": "Open Hotels. Search for a hotel in Barcelona, near Camp Nou from September 2 to September 8. Two Adults, Two children, Two rooms. Sort by price from low to high. Select the list view of all recommendations.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8583566546440125,
        "action_similarity": 0.9575057029724121,
        "ui_similarity": 0.9124161552039384
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      {
        "episode": {
          "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7236537337303162,
        "action_similarity": 0.8559942841529846,
        "ui_similarity": 0.9160996469924058
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    ],
    "query": {
      "episode_id": "fb9a0dec61a14703a049b0bac9027fee",
      "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8578981955846151,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9177553653717041,
    "avg_ui_similarity": 0.9135947652518386
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9672497510910034,
        "action_similarity": 0.8524976968765259,
        "ui_similarity": 0.8683461558267865
      },
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9616941213607788,
        "action_similarity": 0.895557165145874,
        "ui_similarity": 0.8152919103433464
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      {
        "episode": {
          "episode_id": "aaa50b5928a0487099fffbb974bb15ce",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9593346118927002,
        "action_similarity": 0.8388997316360474,
        "ui_similarity": 0.8484511180215918
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    ],
    "query": {
      "episode_id": "6779979a56974c20bfee26934338bb5c",
      "goal": "Open Hotels. Search for car rental. Set the pick-up time to 2:00 PM July 9 at LAX, and drop-off time at 6:00 PM July 16 at SFO. Filter for SUV cars, total price between $200- $250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9627594947814941,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.862318197886149,
    "avg_ui_similarity": 0.8440297280639082
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9933218955993652,
        "action_similarity": 0.9349251985549927,
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      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9060152173042297,
        "action_similarity": 0.987856924533844,
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      {
        "episode": {
          "episode_id": "0552594d6ca649b2b06899762c2f2f1c",
          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9036598205566406,
        "action_similarity": 0.8929818868637085,
        "ui_similarity": 0.9079229692277833
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    ],
    "query": {
      "episode_id": "3dc453cb0ca841808b8ffb31d4e73175",
      "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two children in a single room. Search for hotels that include free breakfast and sort by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9343323111534119,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.938588003317515,
    "avg_ui_similarity": 0.9300509595274354
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aff2ece6f45345be8316885a68468972",
          "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8400202989578247,
        "action_similarity": 0.8639360666275024,
        "ui_similarity": 0.9572048343091939
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        "episode": {
          "episode_id": "b649b4c50b9e4e098f17beddfc883590",
          "goal": "Open Hotels. Select Paris and choose dates from September 12 to September 17 for three adults in one room. Apply the deal to the room from the second recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.783446729183197,
        "action_similarity": 0.9729190468788147,
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      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7749068737030029,
        "action_similarity": 0.8977062106132507,
        "ui_similarity": 0.9467209433440078
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    ],
    "query": {
      "episode_id": "3d30dd2d2e6b4ba7a6ec49c40b6ea32a",
      "goal": "Open Hotels. Find a hotel in Paris from December 1 to December 5. Family-friendly properties required. Select the third recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7994579672813416,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9115204413731893,
    "avg_ui_similarity": 0.9329895043151281
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "95f13e810cbc4bc29dc66e537e3efd58",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price less than 400$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9894673228263855,
        "action_similarity": 0.8875200748443604,
        "ui_similarity": 0.8343053666628778
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      {
        "episode": {
          "episode_id": "aef8f561c709402185aaf3c13adfe774",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.935641884803772,
        "action_similarity": 0.8945848941802979,
        "ui_similarity": 0.8011388083985435
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      {
        "episode": {
          "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.931800365447998,
        "action_similarity": 0.9814463257789612,
        "ui_similarity": 0.9853356615311315
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    ],
    "query": {
      "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9523031910260519,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9211837649345398,
    "avg_ui_similarity": 0.8735932788641843
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9978379011154175,
        "action_similarity": 0.9130823016166687,
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      {
        "episode": {
          "episode_id": "9854970e17a5455996833403ee97467b",
          "goal": "Open Hotels. Search for a hotel in Rome from August 5 to August 10. Accommodate one adult in one room. Identify hotels with gyms and filter by star rating. Select the second recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9629474878311157,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9083012938499451,
        "action_similarity": 0.9144635200500488,
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    "query": {
      "episode_id": "4e7d599380e34d8bbbebbaf3b43409a2",
      "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.956362227598826,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9143702785174052,
    "avg_ui_similarity": 0.9638651950046061
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "588b4e5f3ffa4e3fb6b1fa679ea1b1c1",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with LGBTQ welcoming option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9090657234191895,
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        "ui_similarity": 0.975939986360486
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8301929831504822,
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      {
        "episode": {
          "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8124197721481323,
        "action_similarity": 0.8818948268890381,
        "ui_similarity": 0.8834470406731102
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    ],
    "query": {
      "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
      "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8505594929059347,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9017679691314697,
    "avg_ui_similarity": 0.9436225797031869
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "57cba43ed3e349ebbb3070bba66be3f7",
          "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Filter results by rating higher than 7. Sort the results by price from high to low. Select the third option. See the guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9884378910064697,
        "action_similarity": 0.951185405254364,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6352765560150146,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6352765560150146,
        "action_similarity": 0.8705482482910156,
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    ],
    "query": {
      "episode_id": "ae5e7755970340e5b7c167d8ba8398f9",
      "goal": "Open Hotels. Find a hotel in Cairo from July 2 to July 6. Three rooms with two adults each. Sort the results by price from high to low. Select the third option. See all the guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7529970010121664,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8771312236785889,
    "avg_ui_similarity": 0.9710107587097098
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fa241ef4220541ea944e939ce198ae25",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 23 at JFK, drop-off time at 10:00 AM June 28 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.849338710308075,
        "action_similarity": 0.8087543249130249,
        "ui_similarity": 0.8455560765577991
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      {
        "episode": {
          "episode_id": "975484978d3f466fb52efce5ac07f46b",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 4:00 AM June 22 at LAX, drop-off time at 11:30 PM June 25 at the same location as pick up. Filter the capacity 6 people. Sort the results by total price. Select the third one. Check the mileage policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8171241879463196,
        "action_similarity": 0.8255161046981812,
        "ui_similarity": 0.8142152221700657
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      {
        "episode": {
          "episode_id": "8690dcdc88a14296befc7fa4d8ac8626",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8128683567047119,
        "action_similarity": 0.8761537075042725,
        "ui_similarity": 0.8272132761772949
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    ],
    "query": {
      "episode_id": "501f22f4bde44944927905984ad35f9f",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8264437516530355,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8368080457051595,
    "avg_ui_similarity": 0.8289948583017198
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "6711c953392e47cebe2322ac0f136a0b",
          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and a 10-year-old child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9910274147987366,
        "action_similarity": 0.8928722739219666,
        "ui_similarity": 0.9684286851429655
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      {
        "episode": {
          "episode_id": "a8a2e40854124568a9645e13f6026937",
          "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9335654377937317,
        "action_similarity": 0.9266687631607056,
        "ui_similarity": 0.9597560242580628
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      {
        "episode": {
          "episode_id": "0dfac782551843de8dbddf92ca7710c2",
          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from July 5 to July 10. Fitness/stadium required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7447044849395752,
        "action_similarity": 0.8082985877990723,
        "ui_similarity": 0.9623624404526523
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    ],
    "query": {
      "episode_id": "5f548044b8c94bf3bbbe664d61f81bf1",
      "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8897657791773478,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8759465416272482,
    "avg_ui_similarity": 0.9635157166178936
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9809392094612122,
        "action_similarity": 0.9342702031135559,
        "ui_similarity": 0.9851443343703916
      },
      {
        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8410458564758301,
        "action_similarity": 0.9002832174301147,
        "ui_similarity": 0.9667032468932164
      },
      {
        "episode": {
          "episode_id": "bf9cfcfd24064e97bf54bd079a9b8b81",
          "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8251321911811829,
        "action_similarity": 0.9362221956253052,
        "ui_similarity": 0.8878281678485197
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    ],
    "query": {
      "episode_id": "091888c3a4df4028b04509616d5eb936",
      "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8823724190394083,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9235918720563253,
    "avg_ui_similarity": 0.9465585830373758
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9948113560676575,
        "action_similarity": 0.9155356287956238,
        "ui_similarity": 0.8868969369459816
      },
      {
        "episode": {
          "episode_id": "7b159dae7333438d800577dd6cbb17f3",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8985825777053833,
        "action_similarity": 0.8883818984031677,
        "ui_similarity": 0.9138269850575731
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      {
        "episode": {
          "episode_id": "48bb83948ca04ecd9eb7db90b963e4b7",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8985825777053833,
        "action_similarity": 0.9185830354690552,
        "ui_similarity": 0.9640998003670497
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    ],
    "query": {
      "episode_id": "01c00b2ed514467193a1601698aa3088",
      "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9306588371594747,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9075001875559489,
    "avg_ui_similarity": 0.9216079074568682
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.989467203617096,
        "action_similarity": 0.8875200748443604,
        "ui_similarity": 0.8343053666628782
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      {
        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9227744340896606,
        "action_similarity": 0.8197696208953857,
        "ui_similarity": 0.9715034485689178
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      {
        "episode": {
          "episode_id": "a64e7f94bed74ab29052c154ea65f7f1",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM June 20 at Times Square, drop-off time at 10:00 PM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9224866032600403,
        "action_similarity": 0.8837002515792847,
        "ui_similarity": 0.971701014377226
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    ],
    "query": {
      "episode_id": "95f13e810cbc4bc29dc66e537e3efd58",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price less than 400$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.944909413655599,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8636633157730103,
    "avg_ui_similarity": 0.9258366098696741
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9509730339050293,
        "action_similarity": 0.8335721492767334,
        "ui_similarity": 0.9813767464509483
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      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9431591629981995,
        "action_similarity": 0.9138113260269165,
        "ui_similarity": 0.9666719922174576
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      {
        "episode": {
          "episode_id": "fc09995773954904bb11315a7bc2cabb",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9405429363250732,
        "action_similarity": 0.8520240783691406,
        "ui_similarity": 0.8067100071281414
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    ],
    "query": {
      "episode_id": "e65cbb97bc6e4e90ad274d0f8bd028c6",
      "goal": "Open Hotels. Search for car rental. Set the pick-up time to 2:00 PM July 9 at LAX, and drop-off time at 6:00 PM July 16 at SFO. Filter for sport cars, total price less than 750$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9448917110761007,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8664691845575968,
    "avg_ui_similarity": 0.9182529152655158
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "35cc4e40df6b473ba895d04869dd9fb3",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 1.0000001192092896,
        "action_similarity": 0.9265036582946777,
        "ui_similarity": 0.9251479401316207
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      {
        "episode": {
          "episode_id": "0c1206b9e36d433ea8036e869da26dcb",
          "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.949367880821228,
        "action_similarity": 0.9771865010261536,
        "ui_similarity": 0.9013121509832696
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      {
        "episode": {
          "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9336782693862915,
        "action_similarity": 0.8759149312973022,
        "ui_similarity": 0.8820238011872515
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    ],
    "query": {
      "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
      "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9610154231389364,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9265350302060446,
    "avg_ui_similarity": 0.9028279641007139
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9967522621154785,
        "action_similarity": 0.9231558442115784,
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        "episode": {
          "episode_id": "3b4aad360097480a95ddee905ff276e1",
          "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9016650915145874,
        "action_similarity": 0.896116316318512,
        "ui_similarity": 0.9284880785589334
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      {
        "episode": {
          "episode_id": "be72c9f8ab644d6b928a7dce187cb50d",
          "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two children in one room. Search for hotels that include free wifi and sort by proximity to the city center.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8652538657188416,
        "action_similarity": 0.9056584239006042,
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    "query": {
      "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
      "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9212237397829691,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9083101948102316,
    "avg_ui_similarity": 0.9355165823673371
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 1.0000001192092896,
        "action_similarity": 0.9265036582946777,
        "ui_similarity": 0.9251479401316204
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.949367880821228,
        "action_similarity": 0.935897946357727,
        "ui_similarity": 0.9573009240953054
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      {
        "episode": {
          "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9336782693862915,
        "action_similarity": 0.920941948890686,
        "ui_similarity": 0.9701065507821219
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    ],
    "query": {
      "episode_id": "35cc4e40df6b473ba895d04869dd9fb3",
      "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9610154231389364,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9277811845143636,
    "avg_ui_similarity": 0.9508518050030159
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3ca770897c4c4533851e0c403eaf2341",
          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9203321933746338,
        "action_similarity": 0.9165168404579163,
        "ui_similarity": 0.8973441230695924
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9092838764190674,
        "action_similarity": 0.9650525450706482,
        "ui_similarity": 0.9275188910679444
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      {
        "episode": {
          "episode_id": "4e7d599380e34d8bbbebbaf3b43409a2",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9083012938499451,
        "action_similarity": 0.9144635200500488,
        "ui_similarity": 0.9543285248816956
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    ],
    "query": {
      "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
      "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9126391212145487,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9320109685262045,
    "avg_ui_similarity": 0.9263971796730774
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9755762815475464,
        "action_similarity": 0.9501714706420898,
        "ui_similarity": 0.9128177396951038
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      {
        "episode": {
          "episode_id": "747467a967274d839c3f9a89c3c80c17",
          "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9328727722167969,
        "action_similarity": 0.9022445678710938,
        "ui_similarity": 0.8887191183828336
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      {
        "episode": {
          "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9287927746772766,
        "action_similarity": 0.9461826086044312,
        "ui_similarity": 0.9535481318252347
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    ],
    "query": {
      "episode_id": "cb003c3949a345c78feb7a300591a90a",
      "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9457472761472067,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9328662157058716,
    "avg_ui_similarity": 0.9183616633010573
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8758032917976379,
        "action_similarity": 0.8842586874961853,
        "ui_similarity": 0.8922876901090232
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      {
        "episode": {
          "episode_id": "bf9cfcfd24064e97bf54bd079a9b8b81",
          "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8722043633460999,
        "action_similarity": 0.9693738222122192,
        "ui_similarity": 0.985929210899167
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      {
        "episode": {
          "episode_id": "f57104635b5441558258ed84defb9d5e",
          "goal": "Open Hotels. Search for eligible hotels in Los Angeles, Hollywood from May 20 to May 22. Two Adults, One child, One room. Sort by price from high to low. Select the first hotel. Check its Fees & policy and price details.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8394908905029297,
        "action_similarity": 0.8399445414543152,
        "ui_similarity": 0.8918795109995338
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    ],
    "query": {
      "episode_id": "f56c9c9f25c04e4bbcddc501d05aadd0",
      "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8624995152155558,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8978590170542399,
    "avg_ui_similarity": 0.9233654706692414
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9931052923202515,
        "action_similarity": 0.9006615877151489,
        "ui_similarity": 0.9624979910334298
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      {
        "episode": {
          "episode_id": "fc09995773954904bb11315a7bc2cabb",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9846792817115784,
        "action_similarity": 0.9362305998802185,
        "ui_similarity": 0.7942831127172475
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      {
        "episode": {
          "episode_id": "aaa50b5928a0487099fffbb974bb15ce",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9765837788581848,
        "action_similarity": 0.9088927507400513,
        "ui_similarity": 0.9834109185082018
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    ],
    "query": {
      "episode_id": "475a47bd1e544994a5acee2d39409a57",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9847894509633383,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9152616461118063,
    "avg_ui_similarity": 0.9133973407529598
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "32b12cf512444b818ea19fa81e968bef",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.8770193457603455,
        "ui_similarity": 0.9638915409234332
      },
      {
        "episode": {
          "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
          "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8699116110801697,
        "ui_similarity": 0.8814800915201664
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      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.813295304775238,
        "action_similarity": 0.8720998167991638,
        "ui_similarity": 0.8754048708870255
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    ],
    "query": {
      "episode_id": "3b08c8a0777548f0acc90047b41517e6",
      "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.887726883093516,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.873010257879893,
    "avg_ui_similarity": 0.9069255011102083
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8171241879463196,
        "action_similarity": 0.8255161046981812,
        "ui_similarity": 0.8142152221700656
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      {
        "episode": {
          "episode_id": "d15425a7deaf47179b4a95c0316ef53b",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 7:00 AM March 30 at LAX, drop-off time at 6:00 PM May 6 at SFO. Filter Car type to luxury.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8149495124816895,
        "action_similarity": 0.863498866558075,
        "ui_similarity": 0.9367818901356525
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      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7923924922943115,
        "action_similarity": 0.8986535668373108,
        "ui_similarity": 0.9672700945238945
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    ],
    "query": {
      "episode_id": "975484978d3f466fb52efce5ac07f46b",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 4:00 AM June 22 at LAX, drop-off time at 11:30 PM June 25 at the same location as pick up. Filter the capacity 6 people. Sort the results by total price. Select the third one. Check the mileage policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8081553975741068,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8625561793645223,
    "avg_ui_similarity": 0.9060890689432042
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "fb9a0dec61a14703a049b0bac9027fee",
          "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults and one child in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price per night. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9916841983795166,
        "action_similarity": 0.9397661089897156,
        "ui_similarity": 0.9122684935591721
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      {
        "episode": {
          "episode_id": "57ba99b016e24d1e959c31a58cbe5e1b",
          "goal": "Open Hotels. Search for a hotel in Barcelona, near Camp Nou from September 2 to September 8. Two Adults, Two children, Two rooms. Sort by price from low to high. Select the list view of all recommendations.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8544461727142334,
        "action_similarity": 0.927671492099762,
        "ui_similarity": 0.9753614116744782
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      {
        "episode": {
          "episode_id": "01c00b2ed514467193a1601698aa3088",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7243127226829529,
        "action_similarity": 0.898987889289856,
        "ui_similarity": 0.89560747707109
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    ],
    "query": {
      "episode_id": "859edcbd80d246b5a7e0a8b241783481",
      "goal": "Open Hotels. Look for accommodation in Barcelona from September 15 to September 22. Include two adults in a single room. Search for hotels that offer free wifi, gym, and breakfast then sort by price from high to low. Review photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8568143645922343,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9221418301264445,
    "avg_ui_similarity": 0.9277457941015802
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aff2ece6f45345be8316885a68468972",
          "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8487129211425781,
        "action_similarity": 0.8772375583648682,
        "ui_similarity": 0.9609472782896881
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      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8005028963088989,
        "action_similarity": 0.8597177267074585,
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      {
        "episode": {
          "episode_id": "3b4aad360097480a95ddee905ff276e1",
          "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7939205765724182,
        "action_similarity": 0.8594067096710205,
        "ui_similarity": 0.9148668096191206
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    ],
    "query": {
      "episode_id": "8f71308279164cfdb7a1e9fa7664585b",
      "goal": "Open Hotels. Create a trip named \"Summer Vacation\". Search for a Hotel in Paris from June 28 to July 5 with default settings. Add the second recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8143787980079651,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8654539982477824,
    "avg_ui_similarity": 0.9344933991788601
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9995683431625366,
        "action_similarity": 0.9354548454284668,
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      {
        "episode": {
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          "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8374156951904297,
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        "ui_similarity": 0.9615145487455993
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8339937925338745,
        "action_similarity": 0.8529832363128662,
        "ui_similarity": 0.9002753756611359
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    ],
    "query": {
      "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
      "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8903259436289469,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9159221053123474,
    "avg_ui_similarity": 0.9287373280118993
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5dbb045f4f8f4152bca6018f98bf48c3",
          "goal": "Open Hotels. Find a hotel in Honolulu from June 1 to June 5. One room with two adults. Filter results by rating higher than 8. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9510220289230347,
        "action_similarity": 0.9270190000534058,
        "ui_similarity": 0.900403582408736
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6596468687057495,
        "action_similarity": 0.8719328045845032,
        "ui_similarity": 0.8964837262919195
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      {
        "episode": {
          "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6351979374885559,
        "action_similarity": 0.8166998624801636,
        "ui_similarity": 0.9082676615334655
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    ],
    "query": {
      "episode_id": "61e033121a8b47b08223e374b57dd560",
      "goal": "Open Hotels. Find a hotel in Honolulu from May 1 to May 5. One room with two adults. Filter results by rating higher than 4/5. Sort the results by distance from beach. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7486222783724467,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8718838890393575,
    "avg_ui_similarity": 0.9017183234113736
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "473167223dad4811af5db2fff19b780a",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8525945544242859,
        "action_similarity": 0.9168895483016968,
        "ui_similarity": 0.8160067173811055
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      {
        "episode": {
          "episode_id": "7341a978587f4908b26482861e480bc1",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM May 29 at JFK, drop-off time at 11:00 AM June 2 at Central Park South. Filter Car type to economy, total price less than 300$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8217828869819641,
        "action_similarity": 0.8030456304550171,
        "ui_similarity": 0.9184986273622799
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      {
        "episode": {
          "episode_id": "c60920502b4f4198b25426ded4534619",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 12:00 PM June 6 at LAX, and drop-off time at 4:00 PM June 13 at SFO. Filter for luxury cars, total price between $200-300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7693318128585815,
        "action_similarity": 0.9198977947235107,
        "ui_similarity": 0.8254265097549766
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    ],
    "query": {
      "episode_id": "4c1fae8392be434db28b85b61e5f1a2e",
      "goal": "Open Hotels. Find a rental car in New York City. Set the pick-up time at 10:00 AM on July 1, and drop-off time at 3:00 PM on July 5. Filter for luxury cars, total price between $750-1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8145697514216105,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8799443244934082,
    "avg_ui_similarity": 0.8533106181661206
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9859585762023926,
        "action_similarity": 0.9548993110656738,
        "ui_similarity": 0.980681399080592
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      {
        "episode": {
          "episode_id": "a95f1d13a31147c1afc642b35c221a67",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9499503374099731,
        "action_similarity": 0.9722957015037537,
        "ui_similarity": 0.9905644162941665
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      {
        "episode": {
          "episode_id": "c7e741ba5134454daac8bdce11566a30",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9471611976623535,
        "action_similarity": 0.9354678392410278,
        "ui_similarity": 0.9773140874479443
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    ],
    "query": {
      "episode_id": "fe84f6b79fd346e3af008f151505fd29",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with WiFi included. Filter the results by guest rating. See all the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9610233704249064,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9542209506034851,
    "avg_ui_similarity": 0.982853300940901
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "de60bc6c89b647f2ae14b11c2d9df134",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8745578527450562,
        "action_similarity": 0.8658295273780823,
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      {
        "episode": {
          "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8642676472663879,
        "action_similarity": 0.9311994314193726,
        "ui_similarity": 0.9756194729826445
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      {
        "episode": {
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          "goal": "Open Hotels. Create a trip named \"Summer Vacation\". Search for a Hotel in Paris from June 28 to July 5 with default settings. Add the second recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8487129211425781,
        "action_similarity": 0.8772375583648682,
        "ui_similarity": 0.9609472782896884
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    ],
    "query": {
      "episode_id": "aff2ece6f45345be8316885a68468972",
      "goal": "Open Hotels. Find a hotel in Paris from June 1 to June 5. Family-friendly properties required. Select the third recommendation. View it in a map.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8625128070513407,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.891422172387441,
    "avg_ui_similarity": 0.9644434159774979
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "05a16a001f9642009407c0b2bbecefb3",
          "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9702801704406738,
        "action_similarity": 0.92389315366745,
        "ui_similarity": 0.8950446178663402
      },
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7236040830612183,
        "action_similarity": 0.8654491901397705,
        "ui_similarity": 0.9681329348495598
      },
      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7112022042274475,
        "action_similarity": 0.8407217264175415,
        "ui_similarity": 0.9616773386469034
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    ],
    "query": {
      "episode_id": "b9d2b0a89c9c4835b742790804a1df23",
      "goal": "Open Hotels. Look for a hotel room in Las Vegas from June 15 to June 20. Accommodate one adult. Filter the selection for hotels with a gym and air conditions. Sort by customer ratings and select the top-rated option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8016954859097799,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.876688023408254,
    "avg_ui_similarity": 0.9416182971209345
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "79ddbe2a414643328f25c525292d1797",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9964976906776428,
        "action_similarity": 0.8896564245223999,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
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          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
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          "domain": "Travel & Leisure",
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      "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
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      "domain": "Travel & Leisure",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
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          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
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      "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8399900794029236,
        "action_similarity": 0.8610268831253052,
        "ui_similarity": 0.8672257820399069
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    "query": {
      "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.891525149345398,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.869419276714325,
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          "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest rated property to the trip.",
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Create a trip named \"London Vacation\". Search and book a hotel in London from August 8 to August 15 with default settings. Add the highest guest rated property to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price less than 750$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Look for accommodation in Los Angeles from Mat 13 to May 19. Include two adults and two 10-year-old children in a single room. Search for hotels that include free parking and sort by star rating. Review photos of the chosen property.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8533147573471069,
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    "query": {
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      "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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  {
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8608315587043762,
        "action_similarity": 0.9684773683547974,
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    ],
    "query": {
      "episode_id": "ae56d8c6625d43618288c9294b90c673",
      "goal": "Open Hotels. Look for accommodation in Tokyo from September 2 to September 7. One room with two adults and two children. Filter results with pool included. Check the third property\"s photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.9312663078308105,
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  {
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          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
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          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
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  {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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      {
        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9845228791236877,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9780768752098083,
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    ],
    "query": {
      "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9852350155512491,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9241266846656799,
    "avg_ui_similarity": 0.9340447181317583
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  {
    "app": "hotels",
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        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9998700022697449,
        "action_similarity": 0.9273504018783569,
        "ui_similarity": 0.9880576246364452
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      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.926930844783783,
        "action_similarity": 0.892898678779602,
        "ui_similarity": 0.9800584256492822
      },
      {
        "episode": {
          "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.926275372505188,
        "action_similarity": 0.8509947061538696,
        "ui_similarity": 0.8262012765696565
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    ],
    "query": {
      "episode_id": "a64e7f94bed74ab29052c154ea65f7f1",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM June 20 at Times Square, drop-off time at 10:00 PM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9510254065195719,
    "target_shot": 3,
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    "avg_action_similarity": 0.8904145956039429,
    "avg_ui_similarity": 0.9314391089517947
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "b21fdab98b4d429b874b374526bf04d3",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to downtown and select the closest option. Verify the hotel\"s cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "similarity": 0.9829525947570801,
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      {
        "episode": {
          "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9157776832580566,
        "action_similarity": 0.9158830642700195,
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      {
        "episode": {
          "episode_id": "2ae46b97d0c841b8a8fb717c8dd9b432",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of top three choices.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9145792722702026,
        "action_similarity": 0.9095565676689148,
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    "query": {
      "episode_id": "ddf5458c24e943b388de3f92174d01d5",
      "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9377698500951132,
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    "avg_action_similarity": 0.9209799567858378,
    "avg_ui_similarity": 0.9220282323375469
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9990679621696472,
        "action_similarity": 0.9209508299827576,
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      {
        "episode": {
          "episode_id": "8451f7f71c1a411ebdcc0420ab474df5",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9362719655036926,
        "action_similarity": 0.9026402235031128,
        "ui_similarity": 0.7862077941420109
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      {
        "episode": {
          "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.935641884803772,
        "action_similarity": 0.8945848941802979,
        "ui_similarity": 0.8011388083985438
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    ],
    "query": {
      "episode_id": "aef8f561c709402185aaf3c13adfe774",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9569939374923706,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.906058649222056,
    "avg_ui_similarity": 0.8150617777438661
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4362fac879c843369e0aee7899e4537e",
          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\".",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9907912015914917,
        "action_similarity": 0.9358433485031128,
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        "episode": {
          "episode_id": "1e0aedca2a244b148ac63124db9d1096",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9130110144615173,
        "action_similarity": 0.9249613881111145,
        "ui_similarity": 0.8779974601185361
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      {
        "episode": {
          "episode_id": "b65dc236984743309e5b96e226bade2b",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price from high to low.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9109687805175781,
        "action_similarity": 0.967453122138977,
        "ui_similarity": 0.9682187253732989
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    "query": {
      "episode_id": "8620ddd724f949e992e36a2b9ffe57c8",
      "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9382569988568624,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9427526195844015,
    "avg_ui_similarity": 0.9407427659122035
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM June 15 at CDG, drop-off time at 7:00 AM June 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9981358647346497,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7770365476608276,
        "action_similarity": 0.8227828741073608,
        "ui_similarity": 0.8620472644456438
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      {
        "episode": {
          "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7726033926010132,
        "action_similarity": 0.8968733549118042,
        "ui_similarity": 0.8731026229193557
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    ],
    "query": {
      "episode_id": "3366d97cae204693818dc931e2eb680b",
      "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM May 15 at CDG, drop-off time at 7:00 PM May 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8492586016654968,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8399150371551514,
    "avg_ui_similarity": 0.858168055558373
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of top three choices.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.998523473739624,
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        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9157776832580566,
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      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to downtown and select the closest option. Verify the hotel\"s cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9099942445755005,
        "action_similarity": 0.8496443629264832,
        "ui_similarity": 0.9426868963105272
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    ],
    "query": {
      "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
      "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
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    "target_shot": 3,
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    "avg_action_similarity": 0.8960065642992655,
    "avg_ui_similarity": 0.9431519249450441
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9742394685745239,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9221475124359131,
        "action_similarity": 0.9292736649513245,
        "ui_similarity": 0.9490883084774395
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Elevator required. select the second  recommendation. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7210960984230042,
        "action_similarity": 0.9365312457084656,
        "ui_similarity": 0.9716286662881819
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    ],
    "query": {
      "episode_id": "4f20bf4b0b3246c8b7e88f22975c0587",
      "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.8724943598111471,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9362360040346781,
    "avg_ui_similarity": 0.9599447410476603
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Las Vegas from June 15 to June 20. Accommodate one adult. Filter the selection for hotels with a gym and air conditions. Sort by customer ratings and select the top-rated option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9702801704406738,
        "action_similarity": 0.92389315366745,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for eligible hotels in Miami from May 10 to May 15. Two Adults, One room. Sort by price from low to high.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7311567068099976,
        "action_similarity": 0.9082183241844177,
        "ui_similarity": 0.9193599149122995
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7024082541465759,
        "action_similarity": 0.8663843274116516,
        "ui_similarity": 0.8950311447647067
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    ],
    "query": {
      "episode_id": "05a16a001f9642009407c0b2bbecefb3",
      "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.8012817104657491,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8994986017545065,
    "avg_ui_similarity": 0.9031452258477822
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "04b0910aa8fd405981f3b91104c5efe3",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9353552460670471,
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      {
        "episode": {
          "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8399900794029236,
        "action_similarity": 0.8610268831253052,
        "ui_similarity": 0.8672257820399067
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      {
        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8314778208732605,
        "action_similarity": 0.7816444039344788,
        "ui_similarity": 0.8612128246781551
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    ],
    "query": {
      "episode_id": "c8115fdb8f4b42a599b1134a2b51bb55",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8904893000920614,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8593421777089437,
    "avg_ui_similarity": 0.8583820637496679
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "68c886a90ea740219f63fab448de2345",
          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from June 22 to June 27. Reserve two rooms for two adults each. Filter by distance from downtown and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9803963899612427,
        "action_similarity": 0.8841699957847595,
        "ui_similarity": 0.8427000496394319
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      {
        "episode": {
          "episode_id": "c07189b432384d3eaaf1bdb8bcdff8ef",
          "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.842241644859314,
        "action_similarity": 0.8950124979019165,
        "ui_similarity": 0.8682624662537238
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      {
        "episode": {
          "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8124197721481323,
        "action_similarity": 0.8818948268890381,
        "ui_similarity": 0.8834470406731103
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    ],
    "query": {
      "episode_id": "a4080a5cb85440c7b0b97fb3c907e6ff",
      "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8783526023228964,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.887025773525238,
    "avg_ui_similarity": 0.8648031855220886
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "10a6c2fac00f4941ab5d86f43e44a636",
          "goal": "Open Hotels. Find a hotel in London, near the London Eye from July 20 to July 26. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8724836111068726,
        "action_similarity": 0.9404133558273315,
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      {
        "episode": {
          "episode_id": "3028c77243524638af11116ed6cbd05e",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Elevator required. select the second  recommendation. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.658754825592041,
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      {
        "episode": {
          "episode_id": "74aefc9928ee463b8a56a8ce05af7cd1",
          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6194667816162109,
        "action_similarity": 0.9450197815895081,
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    ],
    "query": {
      "episode_id": "e555ac02739847678c27f3452a6be443",
      "goal": "Open Hotels. Find a hotel in London, near the London Eye from December 20 to December 26. Family-friendly required. Select the fourth recommendation. What is the lowest price in the hotel?",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7169017394383749,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9049656987190247,
    "avg_ui_similarity": 0.946810521254512
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.908354640007019,
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    "query": {
      "episode_id": "9854970e17a5455996833403ee97467b",
      "goal": "Open Hotels. Search for a hotel in Rome from August 5 to August 10. Accommodate one adult in one room. Identify hotels with gyms and filter by star rating. Select the second recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9456447164217631,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9145302772521973,
    "avg_ui_similarity": 0.9373463378774035
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9038465023040771,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8311377167701721,
        "action_similarity": 0.7962181568145752,
        "ui_similarity": 0.9626039468408877
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    ],
    "query": {
      "episode_id": "f57104635b5441558258ed84defb9d5e",
      "goal": "Open Hotels. Search for eligible hotels in Los Angeles, Hollywood from May 20 to May 22. Two Adults, One child, One room. Sort by price from high to low. Select the first hotel. Check its Fees & policy and price details.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8581584095954895,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8254319032033285,
    "avg_ui_similarity": 0.9402240137351368
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "7341a978587f4908b26482861e480bc1",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM May 29 at JFK, drop-off time at 11:00 AM June 2 at Central Park South. Filter Car type to economy, total price less than 300$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9787992835044861,
        "action_similarity": 0.8521020412445068,
        "ui_similarity": 0.8626311093600639
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      {
        "episode": {
          "episode_id": "4c1fae8392be434db28b85b61e5f1a2e",
          "goal": "Open Hotels. Find a rental car in New York City. Set the pick-up time at 10:00 AM on July 1, and drop-off time at 3:00 PM on July 5. Filter for luxury cars, total price between $750-1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8525945544242859,
        "action_similarity": 0.9168895483016968,
        "ui_similarity": 0.8160067173811053
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      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8298325538635254,
        "action_similarity": 0.8314817547798157,
        "ui_similarity": 0.8101147142725744
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    ],
    "query": {
      "episode_id": "473167223dad4811af5db2fff19b780a",
      "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8870754639307658,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8668244481086731,
    "avg_ui_similarity": 0.8295841803379146
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4e7d599380e34d8bbbebbaf3b43409a2",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8841378688812256,
        "action_similarity": 0.9158613085746765,
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8836878538131714,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Rome from August 5 to August 10. Accommodate one adult in one room. Identify hotels with gyms and filter by star rating. Select the second recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.876192569732666,
        "action_similarity": 0.9680107831954956,
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    ],
    "query": {
      "episode_id": "8163d8d57c2946b2a6366ed34088a762",
      "goal": "Open Hotels. Find a hotel in Rome from August 20 to August 30. Two adults one 5-year-old child in one room. Find Hyatt and filter results with free parking.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.881339430809021,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9249477386474609,
    "avg_ui_similarity": 0.9434797056350273
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.915463924407959,
        "action_similarity": 0.9391326904296875,
        "ui_similarity": 0.8652367967586004
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9033691883087158,
        "action_similarity": 0.9143028259277344,
        "ui_similarity": 0.9481375304587929
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    ],
    "query": {
      "episode_id": "d8e02f550b024625ab0059e317629353",
      "goal": "Open Hotels. Search for a hotel in Berlin from October 25 to October 29. Opt for three rooms for three adults. Filter the results by customer reviews and choose hotels that include a spa and pool. Select the second option and look through all its photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.93961101770401,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9331907629966736,
    "avg_ui_similarity": 0.9278133500061568
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5b21c261e28e4d2a9beb816a8f527c3f",
          "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with couple-friendly option. Add the top recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9090657234191895,
        "action_similarity": 0.9261137843132019,
        "ui_similarity": 0.9759399863604854
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Bangkok from August 15 to August 20. One adult in one room. Filter results by price under $100. Sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7733720541000366,
        "action_similarity": 0.8775787353515625,
        "ui_similarity": 0.9770430866536048
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel room in Bangkok, near the Grand Palace from April 26 to April 29. Reserve two rooms for two adults each. Filter by distance and select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7687152028083801,
        "action_similarity": 0.874712347984314,
        "ui_similarity": 0.8844360646921655
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    ],
    "query": {
      "episode_id": "588b4e5f3ffa4e3fb6b1fa679ea1b1c1",
      "goal": "Open Hotels. Create a trip named \"Bangkok Exploration\". Search for a Hotel in Bangkok from August 1 to August 5 with LGBTQ welcoming option. Add the top recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8170509934425354,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8928016225496928,
    "avg_ui_similarity": 0.9458063792354187
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3dc453cb0ca841808b8ffb31d4e73175",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two children in a single room. Search for hotels that include free breakfast and sort by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9933218955993652,
        "action_similarity": 0.9349251985549927,
        "ui_similarity": 0.9130220701356614
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      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9129558801651001,
        "action_similarity": 0.9517678618431091,
        "ui_similarity": 0.9672743389399556
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      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9062055945396423,
        "action_similarity": 0.9485806226730347,
        "ui_similarity": 0.8886663010969672
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    ],
    "query": {
      "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
      "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9374944567680359,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9450912276903788,
    "avg_ui_similarity": 0.922987570057528
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.829219400882721,
        "action_similarity": 0.9305869340896606,
        "ui_similarity": 0.8813271401818773
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      {
        "episode": {
          "episode_id": "ef79fd119373413abe481911c89bf4b7",
          "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8251957893371582,
        "action_similarity": 0.8066093325614929,
        "ui_similarity": 0.8849186358426615
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      {
        "episode": {
          "episode_id": "504b68bb3bc941fa9592802cc6834a6d",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with free breakfast. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8204338550567627,
        "action_similarity": 0.8762645125389099,
        "ui_similarity": 0.8575789316877097
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    ],
    "query": {
      "episode_id": "7744857fd0e14deabaac1efd38e59d5b",
      "goal": "Open Hotels. Choose Sydney and select dates from November 6 to November 10. Two adults, one room. Add the deal from the second recommendation to the cart.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8249496817588806,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8711535930633545,
    "avg_ui_similarity": 0.8746082359040829
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.818642258644104,
        "action_similarity": 0.9006613492965698,
        "ui_similarity": 0.9439842137329153
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      {
        "episode": {
          "episode_id": "743bcbd930f84078b54081fe74e5b8b2",
          "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and one child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8141933679580688,
        "action_similarity": 0.9287205338478088,
        "ui_similarity": 0.9450683195387043
      },
      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8109402656555176,
        "action_similarity": 0.914093017578125,
        "ui_similarity": 0.9274682438210384
      }
    ],
    "query": {
      "episode_id": "8c01a1f0599d47c694a83c69fad81e6c",
      "goal": "Open Hotels. Find a hotel in Rome, near Colosseum from August 31 to September 5. Three Adults, Two rooms. Sort by distance from low to high. Select the first hotel and check its price.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9144916335741679,
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  {
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
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        "episode": {
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          "goal": "Open Hotels. Select Paris and choose dates from September 12 to September 17 for three adults in one room. Apply the deal to the room from the second recommendation.",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "domain": "Travel & Leisure",
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
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          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two children in one room. Search for hotels that include free wifi and sort by proximity to the city center.",
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          "domain": "Travel & Leisure",
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      "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
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          "domain": "Travel & Leisure",
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          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 9:00 AM July 4 at BOS, drop-off time at 7:00 PM July 11 at ORD. Filter for economy cars, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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    "query": {
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      "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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      "domain": "Travel & Leisure",
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          "detected_app": "hotels",
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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          "domain": "Travel & Leisure",
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          "domain": "Travel & Leisure",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "domain": "Travel & Leisure",
      "split": "train"
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          "split": "train"
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          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from September 10 to September 15. One Adult, One room. Filters are free wifi + breakfast included. Check its location.",
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      "domain": "Travel & Leisure",
      "split": "train"
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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          "domain": "Travel & Leisure",
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      "domain": "Travel & Leisure",
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.9055414994557699,
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    "app": "hotels",
    "support": [
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          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with WiFi included. Filter the results by guest rating. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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      {
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          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "similarity": 0.971337080001831,
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        "ui_similarity": 0.9879818571800792
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      {
        "episode": {
          "episode_id": "a95f1d13a31147c1afc642b35c221a67",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9607548713684082,
        "action_similarity": 0.906684398651123,
        "ui_similarity": 0.9724276981173965
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    ],
    "query": {
      "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9726835091908773,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9478795131047567,
    "avg_ui_similarity": 0.980363651459356
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "32b12cf512444b818ea19fa81e968bef",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8776043653488159,
        "ui_similarity": 0.8707706003861124
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      {
        "episode": {
          "episode_id": "3b08c8a0777548f0acc90047b41517e6",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8699116110801697,
        "ui_similarity": 0.8814800915201656
      },
      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8374156951904297,
        "action_similarity": 0.9593282341957092,
        "ui_similarity": 0.9615145487455996
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    ],
    "query": {
      "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
      "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8457287152608236,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9022814035415649,
    "avg_ui_similarity": 0.9045884135506258
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "79ddbe2a414643328f25c525292d1797",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Five rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Explore all its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8306149244308472,
        "action_similarity": 0.8475277423858643,
        "ui_similarity": 0.8500725579744827
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      {
        "episode": {
          "episode_id": "406a742177dc4fb594f87da6c9ba6627",
          "goal": "Open Hotels. Find a hotel in Berlin from July 12 to July 19. Three rooms with one adult each. Filter results by free Wifi and breakfast. Sort the results by price from low to high. Select the first option. Check its photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8255579471588135,
        "action_similarity": 0.8408322334289551,
        "ui_similarity": 0.9763532762626751
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      {
        "episode": {
          "episode_id": "b072a00cb6244acdb2f95f186588126c",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8108389377593994,
        "action_similarity": 0.8476537466049194,
        "ui_similarity": 0.8407547367866535
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    ],
    "query": {
      "episode_id": "6ffbccc9f0334376947a79622093d0f8",
      "goal": "Open Hotels. Create a trip named \"Business Travel\". Look for a Hotel in Berlin from July 30 to August 3 and choose one with free cancellation. Add the highest rated property to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.82233726978302,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8453379074732462,
    "avg_ui_similarity": 0.8890601903412705
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4f20bf4b0b3246c8b7e88f22975c0587",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9742394685745239,
        "action_similarity": 0.9429031014442444,
        "ui_similarity": 0.959117248377359
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      {
        "episode": {
          "episode_id": "5b7cb2d8d86344e4a32f30c1056d9407",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9457553029060364,
        "action_similarity": 0.9685806035995483,
        "ui_similarity": 0.988627800476103
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      {
        "episode": {
          "episode_id": "3028c77243524638af11116ed6cbd05e",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Elevator required. select the second  recommendation. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7426172494888306,
        "action_similarity": 0.9152228832244873,
        "ui_similarity": 0.9708374984177104
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    ],
    "query": {
      "episode_id": "ff558e1d7d2e481c9fc526a029a7688b",
      "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8875373403231303,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.94223552942276,
    "avg_ui_similarity": 0.9728608490903907
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9503433704376221,
        "action_similarity": 0.9165061712265015,
        "ui_similarity": 0.8055602403778247
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      {
        "episode": {
          "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9372577667236328,
        "action_similarity": 0.9578080177307129,
        "ui_similarity": 0.9721254533957111
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      {
        "episode": {
          "episode_id": "aef8f561c709402185aaf3c13adfe774",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9362719655036926,
        "action_similarity": 0.9026402235031128,
        "ui_similarity": 0.7862077941420116
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    ],
    "query": {
      "episode_id": "8451f7f71c1a411ebdcc0420ab474df5",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9412910342216492,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.925651470820109,
    "avg_ui_similarity": 0.8546311626385158
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "284f673c378c4477a1e1f15f07d6802a",
          "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9455255270004272,
        "ui_similarity": 0.9657001825919674
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      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8339937925338745,
        "action_similarity": 0.8493947982788086,
        "ui_similarity": 0.8414166143545571
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      {
        "episode": {
          "episode_id": "bc6cf5f234734fc7b2baa4ba923612d5",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8314836621284485,
        "action_similarity": 0.8789404034614563,
        "ui_similarity": 0.9139280311966872
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    ],
    "query": {
      "episode_id": "73b310c75d424b6c90b9e6ace55c19d9",
      "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.888492484887441,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8912869095802307,
    "avg_ui_similarity": 0.907014942714404
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "64bfd4c67fd441149900ea3f308b0924",
          "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and three children in two rooms. Search for hotels offering free parking and sort by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9912086725234985,
        "action_similarity": 0.8665944337844849,
        "ui_similarity": 0.9794166119215093
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      {
        "episode": {
          "episode_id": "7a4eb805d071464d9448ca774c1544d1",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6214326620101929,
        "action_similarity": 0.8824699521064758,
        "ui_similarity": 0.9557406902066745
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      {
        "episode": {
          "episode_id": "27714138f85843fe9df0cc1d6ced795f",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6188986897468567,
        "action_similarity": 0.8545049428939819,
        "ui_similarity": 0.9104107387538928
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    ],
    "query": {
      "episode_id": "f790949384194e268dbf12457563aef7",
      "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and two 7-year-old children in two rooms. Search for hotels offering free parking and sort by guest rating.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7438466747601827,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8678564429283142,
    "avg_ui_similarity": 0.9485226802940255
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3ca770897c4c4533851e0c403eaf2341",
          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9272668957710266,
        "action_similarity": 0.939948320388794,
        "ui_similarity": 0.9027376596941061
      },
      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8762192130088806,
        "action_similarity": 0.8642275333404541,
        "ui_similarity": 0.8963354912987712
      },
      {
        "episode": {
          "episode_id": "4e7d599380e34d8bbbebbaf3b43409a2",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with free parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8725262880325317,
        "action_similarity": 0.8606225252151489,
        "ui_similarity": 0.9352929051505838
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    ],
    "query": {
      "episode_id": "2bb14f5cc09649c8940e1bb73a958e74",
      "goal": "Open Hotels. Find a hotel in Rome  from June 15 to June 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by guest rating. Select the first option. Check its cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.892004132270813,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.888266126314799,
    "avg_ui_similarity": 0.9114553520478204
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ddf5458c24e943b388de3f92174d01d5",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9829525947570801,
        "action_similarity": 0.9375002384185791,
        "ui_similarity": 0.9493049283686353
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      {
        "episode": {
          "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9099942445755005,
        "action_similarity": 0.8496443629264832,
        "ui_similarity": 0.9426868963105272
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      {
        "episode": {
          "episode_id": "2ae46b97d0c841b8a8fb717c8dd9b432",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of top three choices.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9075929522514343,
        "action_similarity": 0.9279730319976807,
        "ui_similarity": 0.945331613408263
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    ],
    "query": {
      "episode_id": "b21fdab98b4d429b874b374526bf04d3",
      "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to downtown and select the closest option. Verify the hotel\"s cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9335132638613383,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9050392111142477,
    "avg_ui_similarity": 0.9457744793624752
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3d129f7d1e694f309d10b3f269bc6fcb",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London City Center, drop-off time at 8:00 PM May 15 at the LCY. Sort the results by distance. Select the first one. Check the car rental location.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8455936908721924,
        "action_similarity": 0.9243729710578918,
        "ui_similarity": 0.9750854633515572
      },
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8128683567047119,
        "action_similarity": 0.8761537075042725,
        "ui_similarity": 0.8272132761772953
      },
      {
        "episode": {
          "episode_id": "975484978d3f466fb52efce5ac07f46b",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 4:00 AM June 22 at LAX, drop-off time at 11:30 PM June 25 at the same location as pick up. Filter the capacity 6 people. Sort the results by total price. Select the third one. Check the mileage policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7171056866645813,
        "action_similarity": 0.8879202604293823,
        "ui_similarity": 0.94864655088253
      }
    ],
    "query": {
      "episode_id": "8690dcdc88a14296befc7fa4d8ac8626",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7918559114138285,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8961489796638489,
    "avg_ui_similarity": 0.9169817634704609
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.849338710308075,
        "action_similarity": 0.8087543249130249,
        "ui_similarity": 0.8455560765577985
      },
      {
        "episode": {
          "episode_id": "95f13e810cbc4bc29dc66e537e3efd58",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price less than 400$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8334846496582031,
        "action_similarity": 0.9355732202529907,
        "ui_similarity": 0.9761341458434624
      },
      {
        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8278747797012329,
        "action_similarity": 0.852839469909668,
        "ui_similarity": 0.9819174414296326
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    ],
    "query": {
      "episode_id": "fa241ef4220541ea944e939ce198ae25",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 23 at JFK, drop-off time at 10:00 AM June 28 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8368993798891703,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8657223383585612,
    "avg_ui_similarity": 0.9345358879436311
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "ff558e1d7d2e481c9fc526a029a7688b",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from May 20 to May 22. Two Adults, One room. Sort by price from low to high. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.945755124092102,
        "action_similarity": 0.9685806035995483,
        "ui_similarity": 0.9886278004761031
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      {
        "episode": {
          "episode_id": "4f20bf4b0b3246c8b7e88f22975c0587",
          "goal": "Open Hotels. Search a hotel in hong kong, tsim sha tsui station from June 20 to June 22. Two Adults, One room. Sort by price from low to high. Select the first hotel. Check its  cancel policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9221474528312683,
        "action_similarity": 0.9292736649513245,
        "ui_similarity": 0.9490883084774396
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      {
        "episode": {
          "episode_id": "3028c77243524638af11116ed6cbd05e",
          "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Elevator required. select the second  recommendation. What is the lowest price in the hotel?",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7629239559173584,
        "action_similarity": 0.9379079937934875,
        "ui_similarity": 0.9711660536116233
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    ],
    "query": {
      "episode_id": "5b7cb2d8d86344e4a32f30c1056d9407",
      "goal": "Open Hotels. Find a hotel in hong kong, tsim sha tsui station from May 4 to May 5. Outdoor space required. select the second  recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8769421776135763,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9452540874481201,
    "avg_ui_similarity": 0.969627387521722
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d84bc7a0be564d439f75727a1fe4a6ac",
          "goal": "Open Hotels. Create a trip named \"Rome Holiday\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the second recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9407354593276978,
        "action_similarity": 0.9310528039932251,
        "ui_similarity": 0.9320557292902949
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      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8767287731170654,
        "action_similarity": 0.9103773236274719,
        "ui_similarity": 0.9417576412047928
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      {
        "episode": {
          "episode_id": "3ca770897c4c4533851e0c403eaf2341",
          "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8533220887184143,
        "action_similarity": 0.9039953947067261,
        "ui_similarity": 0.9588677099943662
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    ],
    "query": {
      "episode_id": "dd3564d84ff8499d9fa1710e56390afb",
      "goal": "Open Hotels. Create a trip named \"Roma\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the third recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8902621070543925,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9151418407758077,
    "avg_ui_similarity": 0.944227026829818
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "106a1b1157e54ed19b86e0816fb9fe8f",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9259020090103149,
        "action_similarity": 0.8301060199737549,
        "ui_similarity": 0.9193531003340752
      },
      {
        "episode": {
          "episode_id": "94b1242fa10b4a1293c503f560b7fa8c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 6 at SFO, drop-off time at 8:00 AM June 9 at LAX. Filter Car type to compact, total price less than 750$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9229583740234375,
        "action_similarity": 0.844261109828949,
        "ui_similarity": 0.9409395869321457
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      {
        "episode": {
          "episode_id": "aaa50b5928a0487099fffbb974bb15ce",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9122005701065063,
        "action_similarity": 0.8320642709732056,
        "ui_similarity": 0.9587654521073483
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    ],
    "query": {
      "episode_id": "d15425a7deaf47179b4a95c0316ef53b",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 7:00 AM March 30 at LAX, drop-off time at 6:00 PM May 6 at SFO. Filter Car type to luxury.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9203536510467529,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8354771335919698,
    "avg_ui_similarity": 0.9396860464578566
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c7e741ba5134454daac8bdce11566a30",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and a 13-year-old child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9897458553314209,
        "action_similarity": 0.8900722861289978,
        "ui_similarity": 0.9775864164541742
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      {
        "episode": {
          "episode_id": "8624148b815f48c8bd0a3130972b0a3b",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one 11-year-old child. Filter results with WiFi included. Sort the results by guest rating. See the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9607548713684082,
        "action_similarity": 0.906684398651123,
        "ui_similarity": 0.9724276981173966
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      {
        "episode": {
          "episode_id": "fe84f6b79fd346e3af008f151505fd29",
          "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with WiFi included. Filter the results by guest rating. See all the photos of the selected property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9499503374099731,
        "action_similarity": 0.9722957015037537,
        "ui_similarity": 0.9905644162941667
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    ],
    "query": {
      "episode_id": "a95f1d13a31147c1afc642b35c221a67",
      "goal": "Open Hotels. Look for accommodation in Madrid from August 25 to August 30. One room with two adults and one child. Filter results with included breakfast. Sort the results by price. See all the photos of the selected property.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9668170213699341,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9230174620946249,
    "avg_ui_similarity": 0.9801928436219125
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9780768752098083,
        "action_similarity": 0.9743914008140564,
        "ui_similarity": 0.9863119246746032
      },
      {
        "episode": {
          "episode_id": "475a47bd1e544994a5acee2d39409a57",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM May 1 at LAX, drop-off time at 5:00 PM May 15 at SFO. Filter Car type to standard, total price between $300 - 400.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9765837788581848,
        "action_similarity": 0.9088927507400513,
        "ui_similarity": 0.983410918508202
      },
      {
        "episode": {
          "episode_id": "c60920502b4f4198b25426ded4534619",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 12:00 PM June 6 at LAX, and drop-off time at 4:00 PM June 13 at SFO. Filter for luxury cars, total price between $200-300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9752727746963501,
        "action_similarity": 0.8594880700111389,
        "ui_similarity": 0.8368769945150955
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    ],
    "query": {
      "episode_id": "aaa50b5928a0487099fffbb974bb15ce",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9766444762547811,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9142574071884155,
    "avg_ui_similarity": 0.9355332792326335
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "84ca059105a34536b50d83e7c06c8324",
          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.9753406047821045,
        "ui_similarity": 0.9702231976865026
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      {
        "episode": {
          "episode_id": "47a6a23b545f4a39badfe80b758e88c2",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8360847234725952,
        "action_similarity": 0.9229428172111511,
        "ui_similarity": 0.9692668823706949
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      {
        "episode": {
          "episode_id": "9cd67d27cb66419585ff577e9dd279ed",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8355245590209961,
        "action_similarity": 0.9078822731971741,
        "ui_similarity": 0.8965870281013258
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    ],
    "query": {
      "episode_id": "872d353a1ed9424985666f367e3bff98",
      "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8905364672342936,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9353885650634766,
    "avg_ui_similarity": 0.9453590360528411
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5f548044b8c94bf3bbbe664d61f81bf1",
          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9335654377937317,
        "action_similarity": 0.9266687631607056,
        "ui_similarity": 0.9597560242580628
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      {
        "episode": {
          "episode_id": "6711c953392e47cebe2322ac0f136a0b",
          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and a 10-year-old child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9256292581558228,
        "action_similarity": 0.9395331740379333,
        "ui_similarity": 0.9650898407856798
      },
      {
        "episode": {
          "episode_id": "d4d97976d28043a690ed1606745980cc",
          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from June 5 to June 10. Gym required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7867268323898315,
        "action_similarity": 0.8511861562728882,
        "ui_similarity": 0.9756147429670052
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    ],
    "query": {
      "episode_id": "a8a2e40854124568a9645e13f6026937",
      "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8819738427797953,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9057960311571757,
    "avg_ui_similarity": 0.9668202026702494
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "473167223dad4811af5db2fff19b780a",
          "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM April 30 at Central Park, drop-off time at 11:00 AM May 2 at JFK. Filter Car type to economy, total price between $100 - 200.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9787992835044861,
        "action_similarity": 0.8521020412445068,
        "ui_similarity": 0.8626311093600638
      },
      {
        "episode": {
          "episode_id": "a333008c6f1e4ae28821adae702dd049",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8402712345123291,
        "action_similarity": 0.907474160194397,
        "ui_similarity": 0.9383226801301736
      },
      {
        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8324586153030396,
        "action_similarity": 0.8437080383300781,
        "ui_similarity": 0.9781581881832976
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    ],
    "query": {
      "episode_id": "7341a978587f4908b26482861e480bc1",
      "goal": "Open Hotels. Search for a car rental in New York. Set the pickup time at 9:00 AM May 29 at JFK, drop-off time at 11:00 AM June 2 at Central Park South. Filter Car type to economy, total price less than 300$.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8838430444399515,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8677614132563273,
    "avg_ui_similarity": 0.9263706592245117
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "501f22f4bde44944927905984ad35f9f",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 6:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at the same location as pick up. Filter the capacity 4 people. Sort the results by price. Select the first one. Check the cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6842066049575806,
        "action_similarity": 0.8351517915725708,
        "ui_similarity": 0.7793214817622225
      },
      {
        "episode": {
          "episode_id": "8690dcdc88a14296befc7fa4d8ac8626",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM May 11 at London, drop-off time at 8:00 PM May 15 at the same place. Filter the capacity 5 people. Sort the results by model. Select the first one. Check the petrol policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6828188896179199,
        "action_similarity": 0.9175479412078857,
        "ui_similarity": 0.9085033279738616
      },
      {
        "episode": {
          "episode_id": "975484978d3f466fb52efce5ac07f46b",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 4:00 AM June 22 at LAX, drop-off time at 11:30 PM June 25 at the same location as pick up. Filter the capacity 6 people. Sort the results by total price. Select the third one. Check the mileage policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6781158447265625,
        "action_similarity": 0.892128586769104,
        "ui_similarity": 0.9300022263328611
      }
    ],
    "query": {
      "episode_id": "2ad084e223d64105a441284aa659ed28",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 10:00 AM July 3 at New Delhi, drop-off time at 5:00 AM July 5 at a different location. Filter the type Standard. Sort the results by price. Select the first one. Check the mileage policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6817137797673544,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8816094398498535,
    "avg_ui_similarity": 0.8726090120229818
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "872d353a1ed9424985666f367e3bff98",
          "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.9753406047821045,
        "ui_similarity": 0.9702231976865027
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8360847234725952,
        "action_similarity": 0.9066869616508484,
        "ui_similarity": 0.9548441254548422
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      {
        "episode": {
          "episode_id": "9cd67d27cb66419585ff577e9dd279ed",
          "goal": "Open Hotels. Find a hotel in Shanghai from June 15 to June 20. Two rooms with two adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8355245590209961,
        "action_similarity": 0.9376401901245117,
        "ui_similarity": 0.9290578462731728
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    ],
    "query": {
      "episode_id": "84ca059105a34536b50d83e7c06c8324",
      "goal": "Open Hotels. Search for a hotel in Beijing from June 20 to June 25. One adult. Filter results with free Wi-fi. Sort the results by guest ratings. See the reviews of the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8905364672342936,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9398892521858215,
    "avg_ui_similarity": 0.9513750564715059
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "aef8f561c709402185aaf3c13adfe774",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $400 - $500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9990679621696472,
        "action_similarity": 0.9209508299827576,
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        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9372577667236328,
        "action_similarity": 0.9578080177307129,
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      {
        "episode": {
          "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.931800365447998,
        "action_similarity": 0.9814463257789612,
        "ui_similarity": 0.9853356615311315
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    "query": {
      "episode_id": "cae62d3d4d1849aeaf763b03300fb9e5",
      "goal": "Open Hotels. Search for a car rental. Set the pickup time at 1:00 PM May 3 at JFK, drop-off time at 2:00 PM May 10 at LGA. Filter for sport cars, total price between $750 - $1000.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9560420314470927,
    "target_shot": 3,
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    "avg_action_similarity": 0.9534017244974772,
    "avg_ui_similarity": 0.9384332818726288
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  {
    "app": "hotels",
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
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          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
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          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8710068464279175,
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    "query": {
      "episode_id": "948538fd8e55400eadf2c3419235dcba",
      "goal": "Open Hotels. Find a hotel in London from June 1 to June 5. One room with two adults. Sort the results by distance from city centre. Select the third option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9314777652422587,
    "avg_ui_similarity": 0.9518043770072563
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9336782693862915,
        "action_similarity": 0.8759149312973022,
        "ui_similarity": 0.8820238011872519
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    "query": {
      "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
      "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
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    "target_shot": 3,
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    "avg_action_similarity": 0.9156761169433594,
    "avg_ui_similarity": 0.9216493638881591
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "106a1b1157e54ed19b86e0816fb9fe8f",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 3:00 PM June 6 at SFO, and drop-off time at 4:00 PM June 13 at LAX. Filter for luxury cars, total price less than 1000$.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9781327247619629,
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      {
        "episode": {
          "episode_id": "aaa50b5928a0487099fffbb974bb15ce",
          "goal": "Open Hotels. Search for a car rental. Set the pickup time at 8:00 AM May 30 at LAX, drop-off time at 3:00 PM June 6 at SFO. Filter Car type to luxury, total price between $750 - 1000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9752727746963501,
        "action_similarity": 0.8594880700111389,
        "ui_similarity": 0.836876994515095
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      {
        "episode": {
          "episode_id": "1fd2d488ae0a4aa49bb4c39a516c1580",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 10:00 AM June 1 at LAX, drop-off time at 5:00 PM June 15 at SFO. Filter Car type to standard, total price between $1500 - $2000.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9642953872680664,
        "action_similarity": 0.866613507270813,
        "ui_similarity": 0.8569048145966305
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    "query": {
      "episode_id": "c60920502b4f4198b25426ded4534619",
      "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 12:00 PM June 6 at LAX, and drop-off time at 4:00 PM June 13 at SFO. Filter for luxury cars, total price between $200-300.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9725669622421265,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8480435411135355,
    "avg_ui_similarity": 0.8334222365668834
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "a64e7f94bed74ab29052c154ea65f7f1",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM June 20 at Times Square, drop-off time at 10:00 PM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9998699426651001,
        "action_similarity": 0.9273504018783569,
        "ui_similarity": 0.9880576246364449
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      {
        "episode": {
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          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9272125363349915,
        "action_similarity": 0.8347167372703552,
        "ui_similarity": 0.9642409590163052
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      {
        "episode": {
          "episode_id": "87dde1a8dfb3407a980f2fbc9e4572ff",
          "goal": "Open Hotels. Search for a car for rental. Set the pick-up time to 9:00 AM May 8 at JFK, and drop-off time at 8:00 PM May 15 at LGA. Filter for compact cars, total price between $100-150.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9260881543159485,
        "action_similarity": 0.8650379180908203,
        "ui_similarity": 0.848892119563548
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    ],
    "query": {
      "episode_id": "435a24febf28432c9b7b7bfe516ee008",
      "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9510568777720133,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8757016857465109,
    "avg_ui_similarity": 0.9337302344054327
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d4d97976d28043a690ed1606745980cc",
          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from June 5 to June 10. Gym required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7596797347068787,
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        "ui_similarity": 0.9640883602608511
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7447044849395752,
        "action_similarity": 0.8082985877990723,
        "ui_similarity": 0.9623624404526531
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    ],
    "query": {
      "episode_id": "0dfac782551843de8dbddf92ca7710c2",
      "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from July 5 to July 10. Fitness/stadium required. Select the fifth recommendation. Check its picture gallery.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8158755898475647,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8579422831535339,
    "avg_ui_similarity": 0.9615737307907318
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two children in one room. Search for hotels that include free wifi and sort by proximity to the city center.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9615126848220825,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8381003141403198,
        "action_similarity": 0.8730043172836304,
        "ui_similarity": 0.965122216824051
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.829768180847168,
        "action_similarity": 0.9456242918968201,
        "ui_similarity": 0.9817008603295256
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    ],
    "query": {
      "episode_id": "8674e38de58943a8a13ce4a241030838",
      "goal": "Open Hotels. Look for accommodation in Paris from May 10 to May 17. Include two adults and two 5-year-old children in one room. Search for hotels that include free wifi and sort by proximity to downtown. Check a hotel\"s fisrt room option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
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    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9146113991737366,
    "avg_ui_similarity": 0.9579853651017345
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9935239553451538,
        "action_similarity": 0.8959251642227173,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.867255687713623,
        "action_similarity": 0.8132298588752747,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8507691621780396,
        "action_similarity": 0.8954404592514038,
        "ui_similarity": 0.8868343086631989
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    ],
    "query": {
      "episode_id": "504b68bb3bc941fa9592802cc6834a6d",
      "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with free breakfast. Compare the first and second options.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9038496017456055,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8681984941164652,
    "avg_ui_similarity": 0.9300398688704116
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "e237d0563f4940e6afd25a9d7a83ba35",
          "goal": "Open Hotels. Find accommodation in Tokyo from October 20 to October 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price. Review all photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9368938207626343,
        "action_similarity": 0.8950398564338684,
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      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9333623647689819,
        "action_similarity": 0.9038156270980835,
        "ui_similarity": 0.9663312673238975
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      {
        "episode": {
          "episode_id": "cb003c3949a345c78feb7a300591a90a",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9328727722167969,
        "action_similarity": 0.9022445678710938,
        "ui_similarity": 0.8887191183828331
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    ],
    "query": {
      "episode_id": "747467a967274d839c3f9a89c3c80c17",
      "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9343763192494711,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9003666838010153,
    "avg_ui_similarity": 0.91836317151705
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "dd3564d84ff8499d9fa1710e56390afb",
          "goal": "Open Hotels. Create a trip named \"Roma\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the third recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9407354593276978,
        "action_similarity": 0.9310528039932251,
        "ui_similarity": 0.9320557292902951
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      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8681734800338745,
        "action_similarity": 0.8642182946205139,
        "ui_similarity": 0.9594383088654824
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      {
        "episode": {
          "episode_id": "743bcbd930f84078b54081fe74e5b8b2",
          "goal": "Open Hotels. Look for accommodation in Rome from September 12 to September 18. Include two adults and one child in a single room. Search for hotels that include breakfast and sort by price. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8354189991950989,
        "action_similarity": 0.8955180644989014,
        "ui_similarity": 0.9624989411959511
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    ],
    "query": {
      "episode_id": "d84bc7a0be564d439f75727a1fe4a6ac",
      "goal": "Open Hotels. Create a trip named \"Rome Holiday\". Search for a Hotel in Rome from July 2 to July 4 with family-friendly settings. Add the second recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.881442646185557,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8969297210375468,
    "avg_ui_similarity": 0.9513309931172428
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "32dfb1f5f85b496fa7a0b789fb709cfb",
          "goal": "Open Hotels. Choose a hotel in Amsterdam, near Van Gogh Museum from June 20 to June 25. Two Adults, One room.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7163904905319214,
        "action_similarity": 0.8728183507919312,
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      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6296086311340332,
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        "episode": {
          "episode_id": "bc6cf5f234734fc7b2baa4ba923612d5",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6277824640274048,
        "action_similarity": 0.8905143141746521,
        "ui_similarity": 0.96037286606902
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    ],
    "query": {
      "episode_id": "9c8b8d6bab67498b8760e046ea1f07b0",
      "goal": "Open Hotels. Find a hotel in Amsterdam from August 15 to August 20. Property name should contain \"Hotel\". Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6579271952311198,
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    "avg_action_similarity": 0.8999816179275513,
    "avg_ui_similarity": 0.9309673425946361
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0dfac782551843de8dbddf92ca7710c2",
          "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from July 5 to July 10. Fitness/stadium required. Select the fifth recommendation. Check its picture gallery.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9432425498962402,
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        "episode": {
          "episode_id": "a8a2e40854124568a9645e13f6026937",
          "goal": "Open Hotels. Find a hotel in Singapore from June 10 to June 14. Three adults in one room. Filter results by amenities gym and restaurant. Sort the results by ratings. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Singapore from July 10 to July 15. One room with two adults and one child. Filter results by a 4-star rating. Sort by lowest price first. Checkout the room photos of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7099618911743164,
        "action_similarity": 0.8182909488677979,
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    "query": {
      "episode_id": "d4d97976d28043a690ed1606745980cc",
      "goal": "Open Hotels. Find a hotel in Singapore, Marina Bay Sand from June 5 to June 10. Gym required. Select the fifth recommendation. Check its picture gallery.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.813310424486796,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8581401507059733,
    "avg_ui_similarity": 0.9642796985306273
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
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          "goal": "Open Hotels. Choose Paris and select dates from May 1 to May 5. Two Adults, One room. Select the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8726339340209961,
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 4 stars. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
          "episode_id": "9e4b4b03f93d4e25b2366e64d2eba479",
          "goal": "Open Hotels. Find a hotel in Paris  from May 5 to May 8. Two rooms with two adults each. Filter results by rating higher than 9. Sort the results by price from low to high. Select the first option. See all the amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.858691930770874,
        "action_similarity": 0.8830551505088806,
        "ui_similarity": 0.8762026015037364
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    ],
    "query": {
      "episode_id": "b649b4c50b9e4e098f17beddfc883590",
      "goal": "Open Hotels. Select Paris and choose dates from September 12 to September 17 for three adults in one room. Apply the deal to the room from the second recommendation.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8634790976842245,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8961214621861776,
    "avg_ui_similarity": 0.8733408170036557
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "99e6f344986b4708a6ce2be278c37fff",
          "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 1.0,
        "action_similarity": 0.9457685947418213,
        "ui_similarity": 0.9780516120311185
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      {
        "episode": {
          "episode_id": "cb003c3949a345c78feb7a300591a90a",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.818200945854187,
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        "ui_similarity": 0.9244721322332459
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      {
        "episode": {
          "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7972172498703003,
        "action_similarity": 0.8640872836112976,
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    ],
    "query": {
      "episode_id": "ef52ff8e39004721a50025eb85ebf5c0",
      "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8718060652414957,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8862379988034567,
    "avg_ui_similarity": 0.9582897339311969
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "2bb14f5cc09649c8940e1bb73a958e74",
          "goal": "Open Hotels. Find a hotel in Rome  from June 15 to June 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by guest rating. Select the first option. Check its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9272668957710266,
        "action_similarity": 0.939948320388794,
        "ui_similarity": 0.9027376596941059
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      {
        "episode": {
          "episode_id": "d782cbce7bd4494db220ef10b7ce49d5",
          "goal": "Open Hotels. Find a hotel in Rome from July 10 to July 15. Two adults in one room. Properties must include a spa. Check its booking options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9203321933746338,
        "action_similarity": 0.9165168404579163,
        "ui_similarity": 0.8973441230695921
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      {
        "episode": {
          "episode_id": "0a2bc05db51249b1bccf9dc5493e8278",
          "goal": "Open Hotels. Search for a hotel in Rome from August 7 to August 14. Two adults in one room. Filter for hotels with parking. Sort the results by distance from city centre. Review the amenities of the third option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9101245999336243,
        "action_similarity": 0.9255350232124329,
        "ui_similarity": 0.948889916938519
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    ],
    "query": {
      "episode_id": "3ca770897c4c4533851e0c403eaf2341",
      "goal": "Open Hotels. Find a hotel in Rome  from May 15 to May 18. Three rooms with two adults each. Filter results by rating higher than 8. Sort the results by customer reviews. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9192412296930949,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.927333394686381,
    "avg_ui_similarity": 0.916323899900739
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "48bb83948ca04ecd9eb7db90b963e4b7",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9999999403953552,
        "action_similarity": 0.8965641856193542,
        "ui_similarity": 0.9374657858744334
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      {
        "episode": {
          "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9036895036697388,
        "action_similarity": 0.9325888752937317,
        "ui_similarity": 0.9447411053046534
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      {
        "episode": {
          "episode_id": "01c00b2ed514467193a1601698aa3088",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8985825777053833,
        "action_similarity": 0.8883818984031677,
        "ui_similarity": 0.9138269850575734
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    ],
    "query": {
      "episode_id": "7b159dae7333438d800577dd6cbb17f3",
      "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9340906739234924,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9058449864387512,
    "avg_ui_similarity": 0.9320112920788867
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3b08c8a0777548f0acc90047b41517e6",
          "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0000001192092896,
        "action_similarity": 0.8770193457603455,
        "ui_similarity": 0.963891540923433
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      {
        "episode": {
          "episode_id": "6ae38adb4e444fa2bc4ecdb8562cfccd",
          "goal": "Open Hotels. Select New York and choose dates from June 12 to June 17 for three adults in one room. Apply the deal to the room from the first recommendation.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8498852252960205,
        "action_similarity": 0.8776043653488159,
        "ui_similarity": 0.8707706003861123
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      {
        "episode": {
          "episode_id": "7982ac9dc30d4dfaa2e46d3b36286f3b",
          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.813295304775238,
        "action_similarity": 0.8625173568725586,
        "ui_similarity": 0.8572006399141039
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    ],
    "query": {
      "episode_id": "32b12cf512444b818ea19fa81e968bef",
      "goal": "Open Hotels. Create a trip named \"New York\". Search for a Hotel in New York from May 2 to May 4 with default settings. Add the first recommendation to the trip.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.887726883093516,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8723803559939066,
    "avg_ui_similarity": 0.8972875937412162
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0c1206b9e36d433ea8036e869da26dcb",
          "goal": "Open Hotels. Find a hotel in Tokyo from August 1 to August 5. Select two rooms for four adults. Filter the results by proximity to downtown and a high star rating. Pick the top choice and explore all its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9240589141845703,
        "action_similarity": 0.947773814201355,
        "ui_similarity": 0.9284577325669646
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      {
        "episode": {
          "episode_id": "15fb3f6e327144c7a3008f360f95aebe",
          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9128822088241577,
        "action_similarity": 0.9113611578941345,
        "ui_similarity": 0.8985730978992086
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Tokyo from July 6 to July 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Pool. Sort the results by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9128822088241577,
        "action_similarity": 0.9004995822906494,
        "ui_similarity": 0.9564159571416322
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    ],
    "query": {
      "episode_id": "4e0e6c6a89074bae93310bd25f856516",
      "goal": "Open Hotels. Search for a hotel in Tokyo from September 2 to September 8. Two Adults, one room. Sort by guest rating. Choose the first properties. Select the list view of all reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9166077772776285,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9198781847953796,
    "avg_ui_similarity": 0.9278155958692684
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "c63c1ff9b2794e70b1f02ff60403d405",
          "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9224658608436584,
        "ui_similarity": 0.9338041160564191
      },
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8544878363609314,
        "action_similarity": 0.8719745874404907,
        "ui_similarity": 0.9629559364601264
      },
      {
        "episode": {
          "episode_id": "504b68bb3bc941fa9592802cc6834a6d",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with free breakfast. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8507691621780396,
        "action_similarity": 0.9251017570495605,
        "ui_similarity": 0.9467836152884729
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    ],
    "query": {
      "episode_id": "d8eed5f8aba64565b3f8279848f8a5df",
      "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9017523328463236,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9065140684445699,
    "avg_ui_similarity": 0.9478478892683394
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "4db2cd8ba05646f08f52a0647002cdd3",
          "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from September 10 to September 15. One Adult, One room. Filters are free wifi + breakfast included. Check its location.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9414244890213013,
        "action_similarity": 0.9332709908485413,
        "ui_similarity": 0.9277359139509141
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      {
        "episode": {
          "episode_id": "ef79fd119373413abe481911c89bf4b7",
          "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8290731310844421,
        "action_similarity": 0.8566897511482239,
        "ui_similarity": 0.9793162181507449
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      {
        "episode": {
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          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7988207340240479,
        "action_similarity": 0.9348295331001282,
        "ui_similarity": 0.9305062288660271
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    ],
    "query": {
      "episode_id": "d39acbf13c414a7599c8302394d04fdf",
      "goal": "Open Hotels. Search for a hotel in Sydney, Opera House from May 10 to May 15. One Adult, One room. Filter is breakfast included.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.856439451376597,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9082634250322977,
    "avg_ui_similarity": 0.9458527869892288
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "b072a00cb6244acdb2f95f186588126c",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9277877807617188,
        "action_similarity": 0.9158316850662231,
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    "query": {
      "episode_id": "ccfbff090746467199e44f011da69ae5",
      "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9229445854822794,
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  {
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in New York City from September 18 to September 25. Two adults, one room. Sort by price from low to high. Select the third option. Review photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "284f673c378c4477a1e1f15f07d6802a",
      "goal": "Open Hotels. Find a hotel in New York from May 8 to May 10. Two adults one room. Find Marriot and filter results with breakfirst included Sort the results by distance from downtown. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_similarity": 0.888492484887441,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9071863691012064,
    "avg_ui_similarity": 0.9346756911892834
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  {
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    "support": [
      {
        "episode": {
          "episode_id": "ccfbff090746467199e44f011da69ae5",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9886518120765686,
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        "episode": {
          "episode_id": "e390fdce558849e4818268ae55e6f5f2",
          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "action_similarity": 0.8793829679489136,
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        "episode": {
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          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9254199862480164,
        "action_similarity": 0.9191886782646179,
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    "query": {
      "episode_id": "b072a00cb6244acdb2f95f186588126c",
      "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.9467567205429077,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8953249255816141,
    "avg_ui_similarity": 0.8960785315234704
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  {
    "app": "hotels",
    "support": [
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        "episode": {
          "episode_id": "8451f7f71c1a411ebdcc0420ab474df5",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM July 4 at JFK Airport, drop-off time at 6:00 PM August 4 at DFW. Filter Car type to sports car, total price between $200 - $300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9503433704376221,
        "action_similarity": 0.9165061712265015,
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        "episode": {
          "episode_id": "435a24febf28432c9b7b7bfe516ee008",
          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 PM June 20 at Times Square, drop-off time at 10:00 AM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9272125363349915,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a car rent. Set the pick up time at 8:00 AM June 20 at Times Square, drop-off time at 10:00 PM June 22 at JFK. Filter Car type to premium, total price between $400 - 500.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9269307851791382,
        "action_similarity": 0.892898678779602,
        "ui_similarity": 0.980058425649282
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    "query": {
      "episode_id": "a333008c6f1e4ae28821adae702dd049",
      "goal": "Open Hotels. Search for car rental. Set the pick up time at 8:00 AM June 4 at JFK Airport, drop-off time at 6:00 PM June 8 at DFW. Filter Car type to standard, total price between $1000 - $1250.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9348288973172506,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8813738624254862,
    "avg_ui_similarity": 0.9166198750144706
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9932912588119507,
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        "ui_similarity": 0.9320975790647759
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      {
        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9129558801651001,
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        "ui_similarity": 0.9672743389399556
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      {
        "episode": {
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          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two children in a single room. Search for hotels that include free breakfast and sort by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9036598205566406,
        "action_similarity": 0.8929818868637085,
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    "query": {
      "episode_id": "0552594d6ca649b2b06899762c2f2f1c",
      "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9366356531778971,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9218408465385437,
    "avg_ui_similarity": 0.9357649624108383
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 1.0,
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      {
        "episode": {
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.818200945854187,
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          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7972172498703003,
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        "ui_similarity": 0.9730576333666788
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    ],
    "query": {
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      "goal": "Open Hotels. Search for a hotel in Tokyo, Shinjuku station from May 1 to May 7. Two Adults, Two children, Two rooms. Sort by guest rating from high to low. Select the third recommendation. Check its amenities.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.8718060652414957,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8849100669225057,
    "avg_ui_similarity": 0.9575578193034392
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  {
    "app": "hotels",
    "support": [
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        "episode": {
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          "goal": "Open Hotels. Search for eligible hotels in Los Angeles, Hollywood from May 20 to May 22. Two Adults, One child, One room. Sort by price from high to low. Select the first hotel. Check its Fees & policy and price details.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9038465023040771,
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      {
        "episode": {
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          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from October 2 to October 8. Three Adults, Two rooms. Sort by distance from downtown. Select the first hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8758032917976379,
        "action_similarity": 0.8842586874961853,
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      {
        "episode": {
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          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8696097135543823,
        "action_similarity": 0.9254579544067383,
        "ui_similarity": 0.9738670701985089
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    ],
    "query": {
      "episode_id": "bae316a612154654a85c5ded32644c6d",
      "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8830865025520325,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8832832177480062,
    "avg_ui_similarity": 0.9441144478908403
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "3366d97cae204693818dc931e2eb680b",
          "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM May 15 at CDG, drop-off time at 7:00 PM May 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9981358647346497,
        "action_similarity": 0.8000888824462891,
        "ui_similarity": 0.8393542793101196
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      {
        "episode": {
          "episode_id": "00096863626d41a29004f0259c6c817c",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 11:00 AM June 1 at CDG, drop-off time at 11:00 AM June 4 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7868845462799072,
        "action_similarity": 0.9807207584381104,
        "ui_similarity": 0.9871571647748595
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      {
        "episode": {
          "episode_id": "11261ae78a7f43bc842b3a9b3b474b0a",
          "goal": "Open Hotels. Search for car rental. Set the pick up time at 12:00 PM April 26 at CDG, drop-off time at 11:00 AM April 27 at ORY. Filter Car type to compact, total price between $200 - 300.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7788801193237305,
        "action_similarity": 0.8950558304786682,
        "ui_similarity": 0.840510461259441
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    ],
    "query": {
      "episode_id": "9319fae96c3f4204add74cf3b84c0d8a",
      "goal": "Open Hotels. Search for a car rental in Paris. Set the pickup time at 6:00 AM June 15 at CDG, drop-off time at 7:00 AM June 22 at ORY. Filter Car type to luxury, total price between $500 - 750.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8546335101127625,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8919551571210226,
    "avg_ui_similarity": 0.8890073017814734
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "091888c3a4df4028b04509616d5eb936",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9809392094612122,
        "action_similarity": 0.9342702031135559,
        "ui_similarity": 0.9851443343703915
      },
      {
        "episode": {
          "episode_id": "bae316a612154654a85c5ded32644c6d",
          "goal": "Open Hotels. Search for a hotel in Los Angeles, near Hollywood from June 2 to June 8. Three Adults, one rooms. Sort by price from low to high. Select the first hotel and verify its cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8696097135543823,
        "action_similarity": 0.9254579544067383,
        "ui_similarity": 0.9738670701985087
      },
      {
        "episode": {
          "episode_id": "bf9cfcfd24064e97bf54bd079a9b8b81",
          "goal": "Open Hotels. Look for accommodation in Los Angeles from October 13 to October 19. Include two adults and two children in a single room. Search for hotels that include free parking and sort by star rating. Review all photos of the chosen property.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8608096837997437,
        "action_similarity": 0.8614662289619446,
        "ui_similarity": 0.8891535118799135
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    ],
    "query": {
      "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
      "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9037862022717794,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9070647954940796,
    "avg_ui_similarity": 0.949388305482938
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "05a16a001f9642009407c0b2bbecefb3",
          "goal": "Open Hotels. Look for a hotel room in Las Vegas from May 15 to May 20. Accommodate one adult. Filter the selection for hotels with a gym and restaurant. Sort by customer ratings and select the top-rated option. Verify the hotel\"s price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7311567068099976,
        "action_similarity": 0.9082183241844177,
        "ui_similarity": 0.9193599149122995
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      {
        "episode": {
          "episode_id": "b9d2b0a89c9c4835b742790804a1df23",
          "goal": "Open Hotels. Look for a hotel room in Las Vegas from June 15 to June 20. Accommodate one adult. Filter the selection for hotels with a gym and air conditions. Sort by customer ratings and select the top-rated option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7075870037078857,
        "action_similarity": 0.8419924974441528,
        "ui_similarity": 0.9371327830978685
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      {
        "episode": {
          "episode_id": "3edf4324ab3f42dc844d49219a8e5851",
          "goal": "Open Hotels. Find a hotel in Los Angeles from June 15 to June 22. Four rooms with one adult each. Filter results by amenities spa and pool. Sort the results by price from high to low. Select the second option. See all the photos.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.697603702545166,
        "action_similarity": 0.8079289197921753,
        "ui_similarity": 0.9415620279179514
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    ],
    "query": {
      "episode_id": "243c3584c2ab45a6890053269bc27f0d",
      "goal": "Open Hotels. Search for eligible hotels in Miami from May 10 to May 15. Two Adults, One room. Sort by price from low to high.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7121158043543497,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8527132471402487,
    "avg_ui_similarity": 0.9326849086427065
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0ef1a43a86894ba7ba9032b40d2432a1",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from June 3 to June 8. Accommodate two adults and one 9-year-old child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8704914450645447,
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      {
        "episode": {
          "episode_id": "cb003c3949a345c78feb7a300591a90a",
          "goal": "Open Hotels. Look for a hotel room in Tokyo from May 3 to May 8. Accommodate two adults and one child. Filter the selection for hotels with a gym and free breakfast. Sort by distance to the downtown and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8582465052604675,
        "action_similarity": 0.9765172004699707,
        "ui_similarity": 0.9097477638757794
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      {
        "episode": {
          "episode_id": "747467a967274d839c3f9a89c3c80c17",
          "goal": "Open Hotels. Find accommodation in Tokyo from June 20 to June 26. Two adults in one room. Filter for hotels that include free breakfast, then sort by price from hight to low. Review photos of the selected hotel.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8504571914672852,
        "action_similarity": 0.8972467184066772,
        "ui_similarity": 0.9629753594102276
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    ],
    "query": {
      "episode_id": "e96372fe26214b20869f4601ff1c4ef5",
      "goal": "Open Hotels. Find a hotel in Tokyo from June 5 to June 7. Two adults two children in one room. Filter results with \"wifi included\". Sort the results by distance from shopping mall. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8597317139307658,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9406625429789225,
    "avg_ui_similarity": 0.9523921691147601
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "601c370e4dd6445ba05d97e234a7f68b",
          "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of third choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.998523473739624,
        "action_similarity": 0.922492265701294,
        "ui_similarity": 0.9732051847161776
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      {
        "episode": {
          "episode_id": "ddf5458c24e943b388de3f92174d01d5",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to the city center and select the closest option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9145792722702026,
        "action_similarity": 0.9095565676689148,
        "ui_similarity": 0.9032160748355786
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      {
        "episode": {
          "episode_id": "b21fdab98b4d429b874b374526bf04d3",
          "goal": "Open Hotels. Look for a hotel room in Dubai from May 5 to May 10. Accommodate two adults. Filter the selection for hotels with a pool and free breakfast. Sort by distance to downtown and select the closest option. Verify the hotel\"s cancellation policy.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9075929522514343,
        "action_similarity": 0.9279730319976807,
        "ui_similarity": 0.945331613408263
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    ],
    "query": {
      "episode_id": "2ae46b97d0c841b8a8fb717c8dd9b432",
      "goal": "Open Hotels. Search for a hotel in Dubai from June 20 to June 27. One room with 3 adults. Filter results by a 5-star rating. View photos of top three choices.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9402318994204203,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9200072884559631,
    "avg_ui_similarity": 0.940584290986673
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "f790949384194e268dbf12457563aef7",
          "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and two 7-year-old children in two rooms. Search for hotels offering free parking and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9912086725234985,
        "action_similarity": 0.8665944337844849,
        "ui_similarity": 0.9794166119215095
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      {
        "episode": {
          "episode_id": "7a4eb805d071464d9448ca774c1544d1",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by guest rating. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6297993063926697,
        "action_similarity": 0.8471910357475281,
        "ui_similarity": 0.9465697858885297
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      {
        "episode": {
          "episode_id": "27714138f85843fe9df0cc1d6ced795f",
          "goal": "Open Hotels. Find a hotel room in London from May 10 to May 14. Reserve two rooms for two adults each. Filter for hotels with free parking and sort the results by distance from downtown. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.627166748046875,
        "action_similarity": 0.9224153757095337,
        "ui_similarity": 0.8938972751986298
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    ],
    "query": {
      "episode_id": "64bfd4c67fd441149900ea3f308b0924",
      "goal": "Open Hotels. Look for accommodation in Glasgow from September 5 to September 10. Two adults and three children in two rooms. Search for hotels offering free parking and sort by guest reviews.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7493915756543478,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8787336150805155,
    "avg_ui_similarity": 0.9399612243362231
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "915af99965d340609f9ac6652045cf8a",
          "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9663105607032776,
        "action_similarity": 0.923438310623169,
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      {
        "episode": {
          "episode_id": "ccfbff090746467199e44f011da69ae5",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, one room. Filter results by price under $400. Sort the results by distance from downtown. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9288623332977295,
        "action_similarity": 0.9655989408493042,
        "ui_similarity": 0.9447737349063019
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      {
        "episode": {
          "episode_id": "b072a00cb6244acdb2f95f186588126c",
          "goal": "Open Hotels. Find a hotel in Berlin from June 20 to June 25. Two adults, two children, one room. Filter results by price under $200. Sort the results by distance from city center. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9261983633041382,
        "action_similarity": 0.8793829679489136,
        "ui_similarity": 0.8368798334947372
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    ],
    "query": {
      "episode_id": "e390fdce558849e4818268ae55e6f5f2",
      "goal": "Open Hotels. Find a hotel in Berlin from May 15 to May 20. Two adults in one room. Sort results by price from low to high. Select the first option and check the fee policy.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9404570857683817,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9228067398071289,
    "avg_ui_similarity": 0.881977564365282
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "01c00b2ed514467193a1601698aa3088",
          "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by customer reviews. Select the second option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9948113560676575,
        "action_similarity": 0.9155356287956238,
        "ui_similarity": 0.8868969369459803
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      {
        "episode": {
          "episode_id": "7b159dae7333438d800577dd6cbb17f3",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9036895036697388,
        "action_similarity": 0.9325888752937317,
        "ui_similarity": 0.9447411053046535
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      {
        "episode": {
          "episode_id": "48bb83948ca04ecd9eb7db90b963e4b7",
          "goal": "Open Hotels. Find a hotel in Madrid from July 8 to July 14. One room with three adults. Filter results by a 3-star rating. Sort by highest price first. Review all pictures and amenities of the first choice.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9036895036697388,
        "action_similarity": 0.8744107484817505,
        "ui_similarity": 0.8507402125334496
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    ],
    "query": {
      "episode_id": "3fe02a398e4e442c866b40b8c750e8b3",
      "goal": "Open Hotels. Search for a hotel in Madrid from June 5 to June 13. Reserve one room for two adults. Filter the results by hotels with free Wifi and sort the results by guest rating. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.934063454469045,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9075117508570353,
    "avg_ui_similarity": 0.8941260849280278
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  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8806349039077759,
        "action_similarity": 0.8699004054069519,
        "ui_similarity": 0.9407967261416615
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      {
        "episode": {
          "episode_id": "504b68bb3bc941fa9592802cc6834a6d",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with free breakfast. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.867255687713623,
        "action_similarity": 0.8132298588752747,
        "ui_similarity": 0.9329718559754885
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      {
        "episode": {
          "episode_id": "c63c1ff9b2794e70b1f02ff60403d405",
          "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.833366870880127,
        "action_similarity": 0.8579678535461426,
        "ui_similarity": 0.9033376609905664
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    ],
    "query": {
      "episode_id": "ef79fd119373413abe481911c89bf4b7",
      "goal": "Open Hotels. Find a hotel in Sydney from May 18 to May 21. Three adults one child in two rooms. Filter results with aparthotel. Sort the results by customer reviews. Select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8604191541671753,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8470327059427897,
    "avg_ui_similarity": 0.9257020810359055
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "8620ddd724f949e992e36a2b9ffe57c8",
          "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\". Check if it\"s added to the deals.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9907910227775574,
        "action_similarity": 0.9358433485031128,
        "ui_similarity": 0.9760121122447748
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      {
        "episode": {
          "episode_id": "1e0aedca2a244b148ac63124db9d1096",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9012678861618042,
        "action_similarity": 0.9630534648895264,
        "ui_similarity": 0.932338465304182
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      {
        "episode": {
          "episode_id": "b65dc236984743309e5b96e226bade2b",
          "goal": "Open Hotels. Find a hotel in New Delhi from November 6 to November 10. Two rooms with three adults each. Filter results by amenities such as Free Wi-Fi and Airport Shuttle. Sort the results by price from high to low.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8982678651809692,
        "action_similarity": 0.936812162399292,
        "ui_similarity": 0.9575706816273829
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    ],
    "query": {
      "episode_id": "4362fac879c843369e0aee7899e4537e",
      "goal": "Open Hotels. Find a hotel in New Delhi from August 15 to August 20. Three adults in one room. Choose hotels whose name contains \"Inn\".",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.930108924706777,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.945236325263977,
    "avg_ui_similarity": 0.9553070863921133
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "d8eed5f8aba64565b3f8279848f8a5df",
          "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 1.0,
        "action_similarity": 0.9224658608436584,
        "ui_similarity": 0.9338041160564199
      },
      {
        "episode": {
          "episode_id": "5ffd9faa19a94deea70c27749468c530",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with breakfast included. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8544878363609314,
        "action_similarity": 0.9551593661308289,
        "ui_similarity": 0.9146258336451348
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      {
        "episode": {
          "episode_id": "504b68bb3bc941fa9592802cc6834a6d",
          "goal": "Open Hotels. Find accommodation in Sydney from July 20 to July 25. One adult in one room. Filter for hotels with free breakfast. Compare the first and second options.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8507691621780396,
        "action_similarity": 0.8954404592514038,
        "ui_similarity": 0.8868343086631982
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    ],
    "query": {
      "episode_id": "c63c1ff9b2794e70b1f02ff60403d405",
      "goal": "Open Hotels. Find a hotel in Sydney from August 1 to August 6. Two adults in one room. Look for properties whose name contains \"Coast\". Add it to the favourites.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9017523328463236,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9243552287419637,
    "avg_ui_similarity": 0.9117547527882509
  },
  {
    "app": "hotels",
    "support": [
      {
        "episode": {
          "episode_id": "0552594d6ca649b2b06899762c2f2f1c",
          "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one 6-year-old child in one room. Filter results by amenities; pool and free wifi. Sort by guest ratings and select the first option.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9932912588119507,
        "action_similarity": 0.9207727909088135,
        "ui_similarity": 0.9320975790647761
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      {
        "episode": {
          "episode_id": "fa1989bac7b744d4837e24c4d24d5f71",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two 4-year-old children in a single room. Search for hotels that include free breakfast and sort by guest rating.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9062055945396423,
        "action_similarity": 0.9485806226730347,
        "ui_similarity": 0.8886663010969668
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      {
        "episode": {
          "episode_id": "3dc453cb0ca841808b8ffb31d4e73175",
          "goal": "Open Hotels. Look for accommodation in Toronto from October 19 to October 25. Include two adults and two children in a single room. Search for hotels that include free breakfast and sort by guest reviews.",
          "detected_app": "hotels",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9060152173042297,
        "action_similarity": 0.987856924533844,
        "ui_similarity": 0.9692078392188619
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    ],
    "query": {
      "episode_id": "0d07492e18ce48fe8a2bfc1963e976dc",
      "goal": "Open Hotels. Look for a hotel in Toronto from July 5 to July 10. Two adults, one child in one room. Filter results by amenities; pool and free wifi. Sort by ratings and select the first option.",
      "detected_app": "hotels",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9351706902186075,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9524034460385641,
    "avg_ui_similarity": 0.9299905731268683
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "1501ba4091dd4dc880e8f5d26e67f102",
          "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7394341230392456,
        "action_similarity": 0.8091973066329956,
        "ui_similarity": 0.9143296575395359
      },
      {
        "episode": {
          "episode_id": "e1e8d66ec7b2453bb27d7ceaf484e98e",
          "goal": "Open TEMU. Search \"women's handbag\". Filter by color \"black\". Sort by highest to lowest price. Select the second item and add it to the cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7388575077056885,
        "action_similarity": 0.8814209699630737,
        "ui_similarity": 0.9335460328481562
      },
      {
        "episode": {
          "episode_id": "2112a44a5af14761bc5249e67eeed38f",
          "goal": "Open TEMU. Look for \"men\"s jeans\". Filter by \"size 32\". Select the fifth item. Set quantity to 3 and add them to the cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7107495665550232,
        "action_similarity": 0.9114987850189209,
        "ui_similarity": 0.8764928428527755
      }
    ],
    "query": {
      "episode_id": "2ded41d1367147168b3c8ba84c652b82",
      "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7296803990999857,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8673723538716634,
    "avg_ui_similarity": 0.9081228444134891
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "14fe20f9cf474b8db2f4125b88708b28",
          "goal": "Open TEMU. Search \"kids toys\". Filter by \"puzzles\" category. Filter price under $50. Select the second item. Goto seller's page and follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8212438225746155,
        "action_similarity": 0.9040629267692566,
        "ui_similarity": 0.9433247896468878
      },
      {
        "episode": {
          "episode_id": "2c30dc10e8df4e099fea50a13ef165bf",
          "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6394875645637512,
        "action_similarity": 0.6485364437103271,
        "ui_similarity": 0.9375799319538837
      },
      {
        "episode": {
          "episode_id": "c303ac0281e6424fb883869412a989a8",
          "goal": "Open TEMU. Search for \"jewelry\". Set the price range to 100-200$. Sort by popularity. Select the first item and check the shipping policy.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6330011487007141,
        "action_similarity": 0.8645810484886169,
        "ui_similarity": 0.9376399393198239
      }
    ],
    "query": {
      "episode_id": "8b36c42160a0448da2a3d56a9ee7de26",
      "goal": "Open TEMU. Search \"kids toys\". Filter by \"educational\". Set price range to 0-50$. Select the first item. Add the product to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6979108452796936,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8057268063227335,
    "avg_ui_similarity": 0.9395148869735318
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "c303ac0281e6424fb883869412a989a8",
          "goal": "Open TEMU. Search for \"jewelry\". Set the price range to 100-200$. Sort by popularity. Select the first item and check the shipping policy.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6470178365707397,
        "action_similarity": 0.6959161162376404,
        "ui_similarity": 0.9102768500947119
      },
      {
        "episode": {
          "episode_id": "e5bf12a9b7c14ec49cf84bfb20449923",
          "goal": "Open TEMU. Browse \"Home & Kitchen\". Sort by newest arrival. Select the first product. Goto the seller's page and follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6083583831787109,
        "action_similarity": 0.7502855658531189,
        "ui_similarity": 0.7945517124133367
      },
      {
        "episode": {
          "episode_id": "80b7ed91325143888886c83915923c57",
          "goal": "Open TEMU. Browse \"Office Supplies\" category. Look for \"Organization\". Sort by newest arrival. Select the second item. Check the product dimensions and shipping fee.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6064618825912476,
        "action_similarity": 0.7915962934494019,
        "ui_similarity": 0.8693499518522311
      }
    ],
    "query": {
      "episode_id": "2e4c026cdda84f1aa31d5c01680453c7",
      "goal": "Open TEMU. Search \"Gardening\". Sort by \"price: low to high\". Choose the third item. Check its shipping details.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6206127007802328,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7459326585133871,
    "avg_ui_similarity": 0.8580595047867599
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7107495665550232,
        "action_similarity": 0.9114987850189209,
        "ui_similarity": 0.8764928428527758
      },
      {
        "episode": {
          "episode_id": "1501ba4091dd4dc880e8f5d26e67f102",
          "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7033104300498962,
        "action_similarity": 0.8116374611854553,
        "ui_similarity": 0.8894616557774199
      },
      {
        "episode": {
          "episode_id": "8fe2db77fb494f58b759214590bdcf1a",
          "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6346079111099243,
        "action_similarity": 0.7738169431686401,
        "ui_similarity": 0.8982815183963048
      }
    ],
    "query": {
      "episode_id": "2112a44a5af14761bc5249e67eeed38f",
      "goal": "Open TEMU. Look for \"men\"s jeans\". Filter by \"size 32\". Select the fifth item. Set quantity to 3 and add them to the cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6828893025716146,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8323177297910055,
    "avg_ui_similarity": 0.8880786723421669
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6872171759605408,
        "action_similarity": 0.7594789266586304,
        "ui_similarity": 0.90041351886506
      },
      {
        "episode": {
          "episode_id": "8c536fa840e84b6293021ef4f374fcaa",
          "goal": "Open TEMU. Search “shirt for men\". Sort by most popular. Select the first item. Navigate to the seller\"s page. Follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6703559160232544,
        "action_similarity": 0.7281609773635864,
        "ui_similarity": 0.9071168407375996
      },
      {
        "episode": {
          "episode_id": "e1e8d66ec7b2453bb27d7ceaf484e98e",
          "goal": "Open TEMU. Search \"women's handbag\". Filter by color \"black\". Sort by highest to lowest price. Select the second item and add it to the cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6315110325813293,
        "action_similarity": 0.7575905323028564,
        "ui_similarity": 0.9117838229459717
      }
    ],
    "query": {
      "episode_id": "652ce74e80a04951a74e120179bb14f6",
      "goal": "Open TEMU. Search \"men\"s belt\". Filter by color \"black\". Sort by popularity. Choose the sixth item. Check other available colors.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6630280415217081,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.748410145441691,
    "avg_ui_similarity": 0.9064380608495437
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "c920a442ccc34f51b460388667517993",
          "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6908652186393738,
        "action_similarity": 0.7985893487930298,
        "ui_similarity": 0.9486316494625385
      },
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6789291501045227,
        "action_similarity": 0.8241627812385559,
        "ui_similarity": 0.922263046879227
      },
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6558990478515625,
        "action_similarity": 0.7641109228134155,
        "ui_similarity": 0.9355603609841919
      }
    ],
    "query": {
      "episode_id": "8fe2db77fb494f58b759214590bdcf1a",
      "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.675231138865153,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7956210176150004,
    "avg_ui_similarity": 0.9354850191086524
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "8fe2db77fb494f58b759214590bdcf1a",
          "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6908652186393738,
        "action_similarity": 0.7985893487930298,
        "ui_similarity": 0.9486316494625388
      },
      {
        "episode": {
          "episode_id": "c5c48179460542e69534b2041cb6c355",
          "goal": "Open TEMU. Search for \"winter jackets\". Filter by \"size M\". Set price range to 10-200$. Sort by most recent and select the first item.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6840871572494507,
        "action_similarity": 0.8538780212402344,
        "ui_similarity": 0.92207670880749
      },
      {
        "episode": {
          "episode_id": "2dcaaf9f90814516ada538f7db66756d",
          "goal": "Open TEMU. Look for \"bedsheet\". Filter by \"Queen Size\". Set price range to 10-50$. Select the first item. Check the material.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6337449550628662,
        "action_similarity": 0.6542426943778992,
        "ui_similarity": 0.9520859977328711
      }
    ],
    "query": {
      "episode_id": "c920a442ccc34f51b460388667517993",
      "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6695657769838969,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7689033548037211,
    "avg_ui_similarity": 0.9409314520009667
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7394341230392456,
        "action_similarity": 0.8091973066329956,
        "ui_similarity": 0.9143296575395358
      },
      {
        "episode": {
          "episode_id": "2112a44a5af14761bc5249e67eeed38f",
          "goal": "Open TEMU. Look for \"men\"s jeans\". Filter by \"size 32\". Select the fifth item. Set quantity to 3 and add them to the cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7033104300498962,
        "action_similarity": 0.8116374611854553,
        "ui_similarity": 0.8894616557774201
      },
      {
        "episode": {
          "episode_id": "88c08eec09c94c3eb0913f53b3861a7f",
          "goal": "Open TEMU. Look for \"sport shoes for men\". Filter by \"size 9\". Redefine color to white. Filter by \"running\". Select the first item and what is the overall rating?",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6542192697525024,
        "action_similarity": 0.7929935455322266,
        "ui_similarity": 0.9425868544322924
      }
    ],
    "query": {
      "episode_id": "1501ba4091dd4dc880e8f5d26e67f102",
      "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6989879409472147,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8046094377835592,
    "avg_ui_similarity": 0.9154593892497495
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2c30dc10e8df4e099fea50a13ef165bf",
          "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6529184579849243,
        "action_similarity": 0.8149873614311218,
        "ui_similarity": 0.8675807679915758
      },
      {
        "episode": {
          "episode_id": "64b57949a45149b78aeda3719bbb6353",
          "goal": "Open TEMU. Navigate to \"Pet Supplies\" category, sort by popularity. Pick the third product. Check the product delivery options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.618368923664093,
        "action_similarity": 0.7508304119110107,
        "ui_similarity": 0.7813980561588844
      },
      {
        "episode": {
          "episode_id": "2e4c026cdda84f1aa31d5c01680453c7",
          "goal": "Open TEMU. Search \"Gardening\". Sort by \"price: low to high\". Choose the third item. Check its shipping details.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6083583831787109,
        "action_similarity": 0.7502855658531189,
        "ui_similarity": 0.7945517124133367
      }
    ],
    "query": {
      "episode_id": "e5bf12a9b7c14ec49cf84bfb20449923",
      "goal": "Open TEMU. Browse \"Home & Kitchen\". Sort by newest arrival. Select the first product. Goto the seller's page and follow the seller.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6265485882759094,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7720344463984171,
    "avg_ui_similarity": 0.814510178854599
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "2ded41d1367147168b3c8ba84c652b82",
          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7388575077056885,
        "action_similarity": 0.8814209699630737,
        "ui_similarity": 0.9335460328481562
      },
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6481658220291138,
        "action_similarity": 0.879857063293457,
        "ui_similarity": 0.9221098275757718
      },
      {
        "episode": {
          "episode_id": "652ce74e80a04951a74e120179bb14f6",
          "goal": "Open TEMU. Search \"men\"s belt\". Filter by color \"black\". Sort by popularity. Choose the sixth item. Check other available colors.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6315110325813293,
        "action_similarity": 0.7575905323028564,
        "ui_similarity": 0.9117838229459716
      }
    ],
    "query": {
      "episode_id": "e1e8d66ec7b2453bb27d7ceaf484e98e",
      "goal": "Open TEMU. Search \"women's handbag\". Filter by color \"black\". Sort by highest to lowest price. Select the second item and add it to the cart.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6728447874387106,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8396228551864624,
    "avg_ui_similarity": 0.9224798944566333
  },
  {
    "app": "temu",
    "support": [
      {
        "episode": {
          "episode_id": "94bc920504184048891f6eb3e3ef0da2",
          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6324058771133423,
        "action_similarity": 0.7940680980682373,
        "ui_similarity": 0.9221540731558167
      },
      {
        "episode": {
          "episode_id": "14fe20f9cf474b8db2f4125b88708b28",
          "goal": "Open TEMU. Search \"kids toys\". Filter by \"puzzles\" category. Filter price under $50. Select the second item. Goto seller's page and follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6313238143920898,
        "action_similarity": 0.7830899953842163,
        "ui_similarity": 0.8820477863661114
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      {
        "episode": {
          "episode_id": "c920a442ccc34f51b460388667517993",
          "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6227506399154663,
        "action_similarity": 0.7909195423126221,
        "ui_similarity": 0.9535959771573944
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    ],
    "query": {
      "episode_id": "709989eb4c5b4d94b1e963a94f6cab27",
      "goal": "Open TEMU. Search for \"kids socks\". Filter by color \"white\". Sort by recently added. Choose the first item. Goto the seller's page. What is the first item listed?",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.6288267771402994,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7893592119216919,
    "avg_ui_similarity": 0.9192659455597741
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  {
    "app": "temu",
    "support": [
      {
        "episode": {
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          "goal": "Open TEMU. Search \"dog toys\". Filter by color \"red\". Sort by popularity. Select the third item. Check the material of the product.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6681735515594482,
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      {
        "episode": {
          "episode_id": "2c30dc10e8df4e099fea50a13ef165bf",
          "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6640619039535522,
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      {
        "episode": {
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          "goal": "Open TEMU. Browse \"Home & Kitchen\". Sort by newest arrival. Select the first product. Goto the seller's page and follow the seller.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6183689832687378,
        "action_similarity": 0.7508304119110107,
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    "query": {
      "episode_id": "64b57949a45149b78aeda3719bbb6353",
      "goal": "Open TEMU. Navigate to \"Pet Supplies\" category, sort by popularity. Pick the third product. Check the product delivery options.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_action_similarity": 0.7570207516352335,
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  {
    "app": "temu",
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      {
        "episode": {
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          "goal": "Open TEMU. Search for \"baby clothing\". Filter by size \"1 m\". Select the third item. Check the material details.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
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          "domain": "E-Commerce & Shopping",
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      {
        "episode": {
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          "goal": "Open TEMU. Search \"summer hats\". Filter by \"sun protection\". Sort by relevance. Select the fourth item. Check the return policy.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.618476152420044,
        "action_similarity": 0.8291124105453491,
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    "query": {
      "episode_id": "c5c48179460542e69534b2041cb6c355",
      "goal": "Open TEMU. Search for \"winter jackets\". Filter by \"size M\". Set price range to 10-200$. Sort by most recent and select the first item.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "split": "train",
    "avg_action_similarity": 0.8348225553830465,
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  {
    "app": "temu",
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        "episode": {
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          "goal": "Open TEMU. Search \"women casual dress\". Filter by \"size S\". Sort by price low to high. Select the second item, change the quantity to 2 and add to cart.",
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          "domain": "E-Commerce & Shopping",
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      {
        "episode": {
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          "goal": "Open TEMU. Search \"women's handbag\". Filter by color \"black\". Sort by highest to lowest price. Select the second item and add it to the cart.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open TEMU. Look for \"sneakers for men\". Filter by \"size 10\". Set price range to 50-100$. Select the first item. Set the quantity to 2, and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6060936450958252,
        "action_similarity": 0.7439889907836914,
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    "query": {
      "episode_id": "07ff8dae5f3f44c7bffb96ba3a3c2a17",
      "goal": "Open TEMU. Look for \"women\"s leather boots\". Sort by price from high to low. Choose the first item. Select size 7 and add to cart.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "split": "train",
    "avg_action_similarity": 0.795091450214386,
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  {
    "app": "temu",
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        "episode": {
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          "goal": "Open TEMU. Search \"men\"s belt\". Filter by color \"black\". Sort by popularity. Choose the sixth item. Check other available colors.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open TEMU. Browse for \"summer skirts\". Filter by \"size M\" and \"rating over 4 stars\". Pick the first item, change its color to \"black\" if possible, add it to the cart, and review the shipping options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open TEMU. Search \"dog toys\". Filter by color \"red\". Sort by popularity. Select the third item. Check the material of the product.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6567440032958984,
        "action_similarity": 0.8930082321166992,
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    "query": {
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      "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "split": "train",
    "avg_action_similarity": 0.8255499800046285,
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  {
    "app": "temu",
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        "episode": {
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          "goal": "Open TEMU. Navigate to \"Pet Supplies\" category, sort by popularity. Pick the third product. Check the product delivery options.",
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          "domain": "E-Commerce & Shopping",
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        "episode": {
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          "goal": "Open TEMU. Browse \"Home & Kitchen\". Sort by newest arrival. Select the first product. Goto the seller's page and follow the seller.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open TEMU. Search \"dog toys\". Filter by color \"red\". Sort by popularity. Select the third item. Check the material of the product.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "action_similarity": 0.7208959460258484,
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    "query": {
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      "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6528199712435404,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7593909104665121,
    "avg_ui_similarity": 0.870770695992846
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  {
    "app": "temu",
    "support": [
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        "episode": {
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          "goal": "Open TEMU. Navigate to \"Pet Supplies\" category, sort by popularity. Pick the third product. Check the product delivery options.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open TEMU. Search for \"silk scarfs\". Filter by \"warm\" in functional use. Sort by popularity. Select the first item. Select color \"blue\" if possible and add to cart.",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open TEMU. Navigate to \"Toys\" category. Sort by new arrivals. Pick the second product. Goto seller's page. How many items does the seller list?",
          "detected_app": "temu",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6414795517921448,
        "action_similarity": 0.7208959460258484,
        "ui_similarity": 0.8943706153382225
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    "query": {
      "episode_id": "72749d7edd7a424d8824ecb1855b6bde",
      "goal": "Open TEMU. Search \"dog toys\". Filter by color \"red\". Sort by popularity. Select the third item. Check the material of the product.",
      "detected_app": "temu",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
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    "split": "train",
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  {
    "app": "spotify",
    "support": [
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        "episode": {
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          "goal": "Open Spotify. Go to your \"Daily Mix 1\", play 10 songs and like the 5th one.",
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          "domain": "Music & Podcasts",
          "split": "train"
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        "similarity": 0.7680898904800415,
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      {
        "episode": {
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          "goal": "Open Spotify. Go to your \"Daily Mix 2\", play 5 songs and like the 3rd one",
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          "domain": "Music & Podcasts",
          "split": "train"
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        "similarity": 0.756476879119873,
        "action_similarity": 0.8074824810028076,
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    "query": {
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      "goal": "Open Spotify. Create a new playlist named \"Indie Essentials\" and add 5 songs of your choice into it.",
      "detected_app": "spotify",
      "domain": "Music & Podcasts",
      "split": "train"
    },
    "k_shot": 3,
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    "split": "train",
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  {
    "app": "spotify",
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        "episode": {
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          "detected_app": "spotify",
          "domain": "Music & Podcasts",
          "split": "train"
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        "similarity": 0.987985372543335,
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      {
        "episode": {
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          "goal": "Open Spotify. Explore \"Discover Weekly\", play first 3 songs, and save the best one to \"My top songs\" playlist.",
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          "domain": "Music & Podcasts",
          "split": "train"
        },
        "similarity": 0.8848239779472351,
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      {
        "episode": {
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          "goal": "Open Spotify. Go to your \"Daily Mix 3\", play 7 songs and save the 4th one",
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          "domain": "Music & Podcasts",
          "split": "train"
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        "similarity": 0.7684195041656494,
        "action_similarity": 0.8809354305267334,
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    "query": {
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      "domain": "Music & Podcasts",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "spotify",
    "support": [
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        "episode": {
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          "split": "train"
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        "episode": {
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          "goal": "Open Spotify. Find the podcast \"Serial\" and downloaded the latest episode.",
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          "split": "train"
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        "similarity": 0.8377314209938049,
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      {
        "episode": {
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          "goal": "Open Spotify. Play the podcast \"The Daily\" and add it to a new playlist called \"News & Politics\"",
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          "split": "train"
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        "similarity": 0.8121173977851868,
        "action_similarity": 0.9551920890808105,
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    ],
    "query": {
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  {
    "app": "spotify",
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          "domain": "Music & Podcasts",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Spotify. Go to your \"Daily Mix 1\", play 10 songs and like the 5th one.",
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          "domain": "Music & Podcasts",
          "split": "train"
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        "similarity": 0.8341456055641174,
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      {
        "episode": {
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          "goal": "Open Spotify. Create a playlist called \"Sunday Chill\" and add the top 10 songs from your \"Daily Mix 2\".",
          "detected_app": "spotify",
          "domain": "Music & Podcasts",
          "split": "train"
        },
        "similarity": 0.8246418237686157,
        "action_similarity": 0.855033278465271,
        "ui_similarity": 0.8285599675236609
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    ],
    "query": {
      "episode_id": "75daf45188f842e4aeb02d4380141324",
      "goal": "Open Spotify. use the \"Made For You\" section to find and play a \"Daily Mix\" playlist.",
      "detected_app": "spotify",
      "domain": "Music & Podcasts",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.8312129378318787,
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    "avg_action_similarity": 0.8692201773325602,
    "avg_ui_similarity": 0.8710758005547916
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  {
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    "query": {
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      {
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      {
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        "episode": {
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    "query": {
      "episode_id": "53806c3bfac84792b37389e5c9e2f860",
      "goal": "Open MixCloud. Explore the \"Jazz\" section under \"Browse\" and listen to the first show in the list",
      "detected_app": "mixcloud",
      "domain": "Music & Podcasts",
      "split": "train"
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  {
    "app": "mixcloud",
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        "episode": {
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      "episode_id": "b0e7b09f61284ad0a2817eb4f5f007c2",
      "goal": "Open MixCloud. Join a live stream from the \"Country\" category. Send a supportive message to the creator.",
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  {
    "app": "mixcloud",
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      {
        "episode": {
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      {
        "episode": {
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      {
        "episode": {
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          "goal": "Open MixCloud. In Live Streaming, select the most recent Disco show, join the chat and post \"Hello everyone!\"",
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          "domain": "Music & Podcasts",
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        "similarity": 0.8107579946517944,
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      "episode_id": "d576b1e17310488db223af59a066066e",
      "goal": "Open MixCloud. Join a live stream from the \"Live\" column. Chat with the creator by sending a greeting.",
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      "domain": "Music & Podcasts",
      "split": "train"
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  {
    "app": "newsbreak",
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        "episode": {
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  {
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        "episode": {
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      "goal": "Open newsbreak. Click health. Open the latest mental health news. Bookmark it.",
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    "app": "newsbreak",
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        "episode": {
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          "split": "train"
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        "similarity": 0.6642181277275085,
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        "ui_similarity": 0.8908312565622707
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      {
        "episode": {
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          "goal": "Open newsbreak. Open notifications. Read the third news. Save it for later.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.6558808088302612,
        "action_similarity": 0.6879564523696899,
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      {
        "episode": {
          "episode_id": "7a520d6453944cffa2037126aea0cd0f",
          "goal": "Open newsbreak. Click account icon. View your saved and liked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.6404840350151062,
        "action_similarity": 0.6460618376731873,
        "ui_similarity": 0.902317324006501
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      "episode_id": "c6c12d8d841e496e88035546d70a9c23",
      "goal": "Open newsbreak. Search 'COVID-19'. Open the third news. Mark as 'Save'. Share the news through Facebook.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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      {
        "episode": {
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          "goal": "Open newsbreak. Click on the profile icon. Delete old bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.6740167140960693,
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      {
        "episode": {
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          "goal": "Open newsbreak. Go to \"Profile\". Check the \"Reading History\" section.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.6626955270767212,
        "action_similarity": 0.8104467391967773,
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      "episode_id": "23cd25f112c94c51844cf3ceb56d7353",
      "goal": "Open newsbreak. Click on the profile icon. Open the history. Delete the first 3 news from the history list.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "newsbreak",
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      {
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          "goal": "Open newsbreak. Search \"Canada\". Open the first news story. Bookmark it.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7216225266456604,
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      {
        "episode": {
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          "goal": "Open newsbreak. Click notifications. Open the third news. Check the writer.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7163316011428833,
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      {
        "episode": {
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          "goal": "Open newsbreak. Click international. Open the first news and underline the main points.",
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          "domain": "News & Media",
          "split": "train"
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      "goal": "Open newsbreak. Click local. Open the first story under local news. Like the story.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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          "goal": "Open newsbreak. Search \"Politics\". Open the third news. Post a comment.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7226868271827698,
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      {
        "episode": {
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          "goal": "Open newsbreak. Search \"politics\". Open the second trending political news. Mark it as favourite.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7023311853408813,
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      {
        "episode": {
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          "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.6224084496498108,
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      "goal": "Open newsbreak. Click election. Save a news that will be relevant for future reference.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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          "domain": "News & Media",
          "split": "train"
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          "goal": "Open newsbreak. Search \"politics\". Open the second trending political news. Mark it as favourite.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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      "goal": "Open newsbreak. Click economy. Open the fifth news and bookmark important points.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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        "episode": {
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          "goal": "Open newsbreak. Search \"Politics\". Open the third news. Post a comment.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open newsbreak. Click election. Save a news that will be relevant for future reference.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7023311853408813,
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      {
        "episode": {
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          "goal": "Open newsbreak. Click health. Open the first trending health news. Set it as favourite.",
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          "domain": "News & Media",
          "split": "train"
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      "goal": "Open newsbreak. Search \"politics\". Open the second trending political news. Mark it as favourite.",
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      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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        "episode": {
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          "domain": "News & Media",
          "split": "train"
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        "episode": {
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          "goal": "Open newsbreak. Click \"World News\". Open the first news. Write \"Very informative\" and post the comment.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7027053236961365,
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      {
        "episode": {
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          "domain": "News & Media",
          "split": "train"
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      "goal": "Open newsbreak. Search 'Sports'. Open the first news. Click 'Comment'. Write 'Keep up the good work team!' and post the comment.",
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      "domain": "News & Media",
      "split": "train"
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          "domain": "News & Media",
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      "goal": "Open newsbreak. Search for latest world news. Follow the first related account.",
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      "domain": "News & Media",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7640753388404846,
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          "goal": "Open newsbreak. Search 'Science'. Open any article.",
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          "goal": "Open newsbreak. Search \"Politics\". Open the third news. Post a comment.",
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        "similarity": 0.6273394823074341,
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  {
    "app": "newsbreak",
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        "episode": {
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          "goal": "Open newsbreak. Open 'Weather section'. Look for the weather forecast for 'New York' in the next 5 days.",
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        "episode": {
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          "goal": "Open newsbreak. Open \"Weather section\". Search for the weather forecast for \"New York\" in the next 7 days.",
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      "goal": "Open newsbreak. Open \"Weather section\". Look for the weather forecast for \"Los Angeles\" in the next 5 days.",
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  {
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      {
        "episode": {
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          "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.8454684019088745,
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          "goal": "Open newsbreak. Click account icon. View your saved and liked news.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.799498438835144,
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        "episode": {
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          "goal": "Open newsbreak. Go to \"Profile\". Check the \"Reading History\" section.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7253228425979614,
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      "goal": "Open newsbreak. Go to 'Profile'. Check the 'Saved Articles' section.",
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      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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          "goal": "Open newsbreak. Click entertainment. Like a news has the most comments.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7791776061058044,
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        "episode": {
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          "goal": "Open newsbreak. Search \"Politics\". Open the third news. Post a comment.",
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          "domain": "News & Media",
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        "similarity": 0.7194842100143433,
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        "episode": {
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          "goal": "Open newsbreak. Search for latest world news. Follow the first related account.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7144913077354431,
        "action_similarity": 0.8598377704620361,
        "ui_similarity": 0.9673661656953372
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    "query": {
      "episode_id": "3dbe52ca77f5481e8f32624989cff3d6",
      "goal": "Open newsbreak. Click \"World News\". Open the first news. Write \"Very informative\" and post the comment.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "newsbreak",
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          "domain": "News & Media",
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      {
        "episode": {
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          "detected_app": "newsbreak",
          "domain": "News & Media",
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      {
        "episode": {
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          "goal": "Open newsbreak. Open \"Weather section\". Look for the weather forecast for \"Los Angeles\" in the next 5 days.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "action_similarity": 0.9751211404800415,
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      "episode_id": "bfd982a8801a4cbca8ad0be7f6747f9e",
      "goal": "Open newsbreak. Go to the weather section. Check the weather for tomorrow.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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          "domain": "News & Media",
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      {
        "episode": {
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          "goal": "Open newsbreak. Open 'Weather section'. Look for the weather forecast for 'New York' in the next 5 days.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.8198024034500122,
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      {
        "episode": {
          "episode_id": "77f402ba83ea4d9ea9b4b0f7e660721b",
          "goal": "Open newsbreak. Open \"Weather section\". Look for the weather forecast for \"Los Angeles\" in the next 5 days.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7930769324302673,
        "action_similarity": 0.9812047481536865,
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      "episode_id": "9175d2ac310d42b7b8cb268d429be719",
      "goal": "Open newsbreak. Go to the weather section. Check the weather for the next week.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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        "episode": {
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          "goal": "Open newsbreak. Search 'COVID-19'. Open the third news. Mark as 'Save'. Share the news through Facebook.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.6642181277275085,
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          "domain": "News & Media",
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        "similarity": 0.6285502910614014,
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        "episode": {
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          "goal": "Open newsbreak. Click on \"Health\". Open the top article. Share it via text message.",
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          "domain": "News & Media",
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      "episode_id": "42846e5b0acb433291ccbf9060429c20",
      "goal": "Open newsbreak. Search \"Coronavirus Vaccines\". Open the first news. Bookmark the news. Share the news through email.",
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      "domain": "News & Media",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open newsbreak. Open \"Weather section\". Search for the weather forecast for \"New York\" in the next 7 days.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "episode": {
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          "goal": "Open newsbreak. Go to the weather section. Check the weather for the next week.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
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        "episode": {
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          "goal": "Open newsbreak. Open \"Weather section\". Look for the weather forecast for \"Chicago\" in the next 2 days.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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      "episode_id": "2334bb7c545c46f2a852763a1bf2abc5",
      "goal": "Open newsbreak. Open 'Weather section'. Look for the weather forecast for 'New York' in the next 5 days.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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  {
    "app": "newsbreak",
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        "episode": {
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          "goal": "Open newsbreak. Open notifications. Read the third news. Save it for later.",
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          "domain": "News & Media",
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        "episode": {
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          "domain": "News & Media",
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        "episode": {
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          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7337108850479126,
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      "episode_id": "5bad7368d52d49b3a688a6efa5e3eb76",
      "goal": "Open newsbreak. Click on the profile icon. Set notifications for breaking news.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "newsbreak",
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        "episode": {
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        "episode": {
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          "goal": "Open newsbreak. Go to 'Profile'. Check the 'Saved Articles' section.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.799498438835144,
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        "episode": {
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          "domain": "News & Media",
          "split": "train"
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      "episode_id": "7a520d6453944cffa2037126aea0cd0f",
      "goal": "Open newsbreak. Click account icon. View your saved and liked news.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
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  {
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        "episode": {
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          "domain": "News & Media",
          "split": "train"
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        "episode": {
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          "domain": "News & Media",
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      {
        "episode": {
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7337108850479126,
        "action_similarity": 0.8461673259735107,
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      "goal": "Open newsbreak. Check notifications. Open the second notification. Add it to bookmarks.",
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      "domain": "News & Media",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "newsbreak",
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          "domain": "News & Media",
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        "episode": {
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  {
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        "episode": {
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          "goal": "Open newsbreak. Open 'Weather section'. Look for the weather forecast for 'New York' in the next 5 days.",
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          "domain": "News & Media",
          "split": "train"
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        "episode": {
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          "domain": "News & Media",
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      "episode_id": "b7d54a0a11464a31879eb1c2e562e579",
      "goal": "Open newsbreak. Open \"Weather section\". Look for the weather forecast for \"Chicago\" in the next 2 days.",
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  {
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        "episode": {
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        "episode": {
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      "episode_id": "56eb7ece211b4ee5950c3ffecb0131c1",
      "goal": "Open newsbreak. Search \"Canada\". Open the first news story. Bookmark it.",
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  {
    "app": "newsbreak",
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        "episode": {
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          "goal": "Open newsbreak. Click \"World News\". Open the first news. Write \"Very informative\" and post the comment.",
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        "episode": {
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        "episode": {
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          "goal": "Open newsbreak. Search 'Sports'. Open the first news. Click 'Comment'. Write 'Keep up the good work team!' and post the comment.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.6533688306808472,
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    "query": {
      "episode_id": "49c24ed0e0fe4c5fa788a0d3134c76de",
      "goal": "Open newsbreak. Click entertainment. Like a news has the most comments.",
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    "k_shot": 3,
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  {
    "app": "newsbreak",
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        "episode": {
          "episode_id": "808659dc529c4227b90787096e6275cd",
          "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7487423419952393,
        "action_similarity": 0.8877643346786499,
        "ui_similarity": 0.9328581048484986
      },
      {
        "episode": {
          "episode_id": "9fa8eddcb6894ec8b55ecdee7e17ac51",
          "goal": "Open newsbreak. Go to 'Profile'. Check the 'Saved Articles' section.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7253227829933167,
        "action_similarity": 0.8638158440589905,
        "ui_similarity": 0.9756129881286456
      },
      {
        "episode": {
          "episode_id": "7a520d6453944cffa2037126aea0cd0f",
          "goal": "Open newsbreak. Click account icon. View your saved and liked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7240480780601501,
        "action_similarity": 0.9019607901573181,
        "ui_similarity": 0.9893372707588525
      }
    ],
    "query": {
      "episode_id": "bbbcc30434d54c33b114c07c0ed7e888",
      "goal": "Open newsbreak. Go to \"Profile\". Check the \"Reading History\" section.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7327044010162354,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8845136562983195,
    "avg_ui_similarity": 0.9659361212453322
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "7a520d6453944cffa2037126aea0cd0f",
          "goal": "Open newsbreak. Click account icon. View your saved and liked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8760320544242859,
        "action_similarity": 0.96430504322052,
        "ui_similarity": 0.9323445221488798
      },
      {
        "episode": {
          "episode_id": "9fa8eddcb6894ec8b55ecdee7e17ac51",
          "goal": "Open newsbreak. Go to 'Profile'. Check the 'Saved Articles' section.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8454684019088745,
        "action_similarity": 0.9635813236236572,
        "ui_similarity": 0.9562637292264703
      },
      {
        "episode": {
          "episode_id": "3b3d474b8d2f4ae3b248e3595a4123f8",
          "goal": "Open newsbreak. Click on the profile icon. Delete old bookmarked news.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7886862754821777,
        "action_similarity": 0.9028687477111816,
        "ui_similarity": 0.8989251057551372
      }
    ],
    "query": {
      "episode_id": "808659dc529c4227b90787096e6275cd",
      "goal": "Open newsbreak. Click on the profile icon. Review your saved and bookmarked news.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8367289106051127,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9435850381851196,
    "avg_ui_similarity": 0.9291777857101624
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "e2f3b5d7d79b4091994e7919e3467945",
          "goal": "Open newsbreak. Click on \"Health\". Open the top article. Share it via text message.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8196883201599121,
        "action_similarity": 0.7147589325904846,
        "ui_similarity": 0.8747724136258562
      },
      {
        "episode": {
          "episode_id": "4ab1bf1ff7624dd8b33fc7727e54ef59",
          "goal": "Open newsbreak. Click health. Open the latest mental health news. Bookmark it.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7605292797088623,
        "action_similarity": 0.7306902408599854,
        "ui_similarity": 0.8233910378914062
      },
      {
        "episode": {
          "episode_id": "709635edcd0248a0bc94b303c613fc69",
          "goal": "Open newsbreak. Click health. Open the first trending health news. Set it as favourite.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.6629148721694946,
        "action_similarity": 0.7832463979721069,
        "ui_similarity": 0.9629747772320786
      }
    ],
    "query": {
      "episode_id": "fcc9577ab9704929b423c55dddd72102",
      "goal": "Open newsbreak. Click life hacks. Find a health related news and bookmark it.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7477108240127563,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7428985238075256,
    "avg_ui_similarity": 0.8870460762497804
  },
  {
    "app": "newsbreak",
    "support": [
      {
        "episode": {
          "episode_id": "fcc9577ab9704929b423c55dddd72102",
          "goal": "Open newsbreak. Click life hacks. Find a health related news and bookmark it.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8196883201599121,
        "action_similarity": 0.7147589325904846,
        "ui_similarity": 0.8747724136258562
      },
      {
        "episode": {
          "episode_id": "4ab1bf1ff7624dd8b33fc7727e54ef59",
          "goal": "Open newsbreak. Click health. Open the latest mental health news. Bookmark it.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7402027249336243,
        "action_similarity": 0.837469220161438,
        "ui_similarity": 0.9759762674887132
      },
      {
        "episode": {
          "episode_id": "709635edcd0248a0bc94b303c613fc69",
          "goal": "Open newsbreak. Click health. Open the first trending health news. Set it as favourite.",
          "detected_app": "newsbreak",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.6950678825378418,
        "action_similarity": 0.8997532725334167,
        "ui_similarity": 0.8935187378409808
      }
    ],
    "query": {
      "episode_id": "e2f3b5d7d79b4091994e7919e3467945",
      "goal": "Open newsbreak. Click on \"Health\". Open the top article. Share it via text message.",
      "detected_app": "newsbreak",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7516529758771261,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8173271417617798,
    "avg_ui_similarity": 0.9147558063185167
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7342607975006104,
        "action_similarity": 0.8484023809432983,
        "ui_similarity": 0.8575744284645896
      },
      {
        "episode": {
          "episode_id": "20221be92203447fb78816e1c22ab8fe",
          "goal": "Open Outlook. Create a new email draft with the subject \"Conference Details\" and add an attachment from OneDrive. Don\"t send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.724570095539093,
        "action_similarity": 0.7980053424835205,
        "ui_similarity": 0.7093212775432722
      },
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6987999081611633,
        "action_similarity": 0.8014496564865112,
        "ui_similarity": 0.8993043774255444
      }
    ],
    "query": {
      "episode_id": "831a5508350240a39743d16e58ed374c",
      "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7192102670669556,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.81595245997111,
    "avg_ui_similarity": 0.822066694477802
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
          "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7319404482841492,
        "action_similarity": 0.8991996645927429,
        "ui_similarity": 0.741409911541714
      },
      {
        "episode": {
          "episode_id": "437e6ad971564926a43d2a1032afac71",
          "goal": "Open Outlook. Create a draft email to \"lisa.green@example.com\" with subject \"Project Proposal\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7229668498039246,
        "action_similarity": 0.9125741720199585,
        "ui_similarity": 0.7215969154176933
      },
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6402125954627991,
        "action_similarity": 0.6330951452255249,
        "ui_similarity": 0.7528907674715873
      }
    ],
    "query": {
      "episode_id": "e525f05d6cb94656bfaa0adac784ce86",
      "goal": "Open Outlook. Create a draft email to \"jane.doe@example.com\" with subject \"Meeting Discussion\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6983732978502909,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8149563272794088,
    "avg_ui_similarity": 0.7386325314769983
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "437e6ad971564926a43d2a1032afac71",
          "goal": "Open Outlook. Create a draft email to \"lisa.green@example.com\" with subject \"Project Proposal\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8102931976318359,
        "action_similarity": 0.9038934707641602,
        "ui_similarity": 0.9206866598409278
      },
      {
        "episode": {
          "episode_id": "e525f05d6cb94656bfaa0adac784ce86",
          "goal": "Open Outlook. Create a draft email to \"jane.doe@example.com\" with subject \"Meeting Discussion\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7319404482841492,
        "action_similarity": 0.8991996645927429,
        "ui_similarity": 0.741409911541714
      },
      {
        "episode": {
          "episode_id": "211975a231f14989a1ae0d782a195ad1",
          "goal": "Open Outlook. Open the Draft folder. Continue editing the first draft email, add \"cc_testappium001@outlook.com\" in the Cc area and \"bcc_testappium002@outlook.com\" in the Bcc area. Then send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6660844087600708,
        "action_similarity": 0.7315536141395569,
        "ui_similarity": 0.8115674949794293
      }
    ],
    "query": {
      "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
      "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7361060182253519,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8448822498321533,
    "avg_ui_similarity": 0.8245546887873569
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7491757869720459,
        "action_similarity": 0.8723419308662415,
        "ui_similarity": 0.8748840444416304
      },
      {
        "episode": {
          "episode_id": "a11e67d7aabb4f7293dcd9f7a41cdb12",
          "goal": "Open Outlook. Create an event on August 1, 12 - 2 PM. The event is \"Lunch Meeting\". The location is \"Cafe Downtown\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7429680824279785,
        "action_similarity": 0.9046294689178467,
        "ui_similarity": 0.9270784845379972
      },
      {
        "episode": {
          "episode_id": "5bd7e26d351d49e3ad66921bc24b6c7b",
          "goal": "Open Outlook. Create an event on October 20, 11 AM - 1 PM. The event is \"Client Meeting\". Location: \"Client’s office.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7107009291648865,
        "action_similarity": 0.8765802383422852,
        "ui_similarity": 0.939099506998209
      }
    ],
    "query": {
      "episode_id": "6ba5892f641d4a29891a974e8124d8ef",
      "goal": "Open Outlook. Create an event on July 1, 7 - 8 PM. The event is Birthday Party. The location is \"Home\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.734281599521637,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8845172127087911,
    "avg_ui_similarity": 0.9136873453259455
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.946151614189148,
        "action_similarity": 0.7863625288009644,
        "ui_similarity": 0.8729480886782048
      },
      {
        "episode": {
          "episode_id": "5e2c4798acac4f4cbd939f95364bbdb6",
          "goal": "Open Outlook. Set up automatic replies with the message \"Currently out of office\" for dates between May 15, 2024 and May 25, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7554478645324707,
        "action_similarity": 0.8895778656005859,
        "ui_similarity": 0.9540718991888323
      },
      {
        "episode": {
          "episode_id": "a5668693c463411988216423eb7a228c",
          "goal": "Open Outlook. Set up an automatic reply with message \"On maternity leave\" for dates between May 10, 2023 and May 25, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6978141069412231,
        "action_similarity": 0.9250723123550415,
        "ui_similarity": 0.9731421696823955
      }
    ],
    "query": {
      "episode_id": "9476a3f502124275a2066dcfdc093b65",
      "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7998045285542806,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8670042355855306,
    "avg_ui_similarity": 0.9333873858498108
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
          "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8846047520637512,
        "action_similarity": 0.8542375564575195,
        "ui_similarity": 0.6149250513249559
      },
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6853169202804565,
        "action_similarity": 0.692886233329773,
        "ui_similarity": 0.7638357651827877
      },
      {
        "episode": {
          "episode_id": "91490aa3a8f84b14aa0bc22b804e552e",
          "goal": "Open Outlook. Create a new email folder named \"Client Conversations\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6739373803138733,
        "action_similarity": 0.7929117679595947,
        "ui_similarity": 0.8987608866154979
      }
    ],
    "query": {
      "episode_id": "3f74f0a6bd5c4a33b5a63a88871533cc",
      "goal": "Open Outlook. Create a new email folder named \"Project Beta\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7479530175526937,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7800118525822958,
    "avg_ui_similarity": 0.7591739010410805
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.847366213798523,
        "action_similarity": 0.9164600372314453,
        "ui_similarity": 0.5077033789345053
      },
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.793107271194458,
        "action_similarity": 0.903349757194519,
        "ui_similarity": 0.7476291612788646
      },
      {
        "episode": {
          "episode_id": "7918c043ed594e9ab0e9590b2698c536",
          "goal": "Open Outlook. Compose an email to \"testappium003@outlook.com\". The subject is \"Test Feedback\". The main content is \"Thanks for your feedback regarding the test process.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7422236204147339,
        "action_similarity": 0.8685089945793152,
        "ui_similarity": 0.7120465882408433
      }
    ],
    "query": {
      "episode_id": "4e60b2702fde4ebab461f20afcbd2e0e",
      "goal": "Open Outlook. Write an email to testappium001@outlook.com. The subject is \"Follow-up Meeting\". The main content is \"Dear Team, I hope this email finds you well. As discussed in our recent meeting, here are the follow-up points...\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7942323684692383,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8961062630017599,
    "avg_ui_similarity": 0.655793042818071
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c31be00fea7e484792fb59ab6b8a2193",
          "goal": "Open Outlook. Mark as unread the third email in the Focused box then move it to Archive.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.651286244392395,
        "action_similarity": 0.6704062223434448,
        "ui_similarity": 0.7410668635051849
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      {
        "episode": {
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          "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6232502460479736,
        "action_similarity": 0.7644605040550232,
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      {
        "episode": {
          "episode_id": "4426f250cbd7490493c255ff3f827f29",
          "goal": "Open Outlook. Delete all emails from \"Spam\". Then empty the Deleted Items mailbox.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6136422157287598,
        "action_similarity": 0.709229588508606,
        "ui_similarity": 0.27607337387562225
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    ],
    "query": {
      "episode_id": "a1204a4b623d46389c1fd69822a3c919",
      "goal": "Open Outlook. Search emails that contain \"Verification\". Delete the third one. Flag the first one. Archive the second one.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6293929020563761,
    "target_shot": 3,
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    "avg_action_similarity": 0.7146987716356913,
    "avg_ui_similarity": 0.5095455936342176
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "55d0c7e6d47e4c639f610549ace4377d",
          "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Invitation to Collaborate\". Archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7323540449142456,
        "action_similarity": 0.7448880672454834,
        "ui_similarity": 0.7171134979252264
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      {
        "episode": {
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          "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6815138459205627,
        "action_similarity": 0.6198206543922424,
        "ui_similarity": 0.8768143058245477
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      {
        "episode": {
          "episode_id": "5920a6cef5f648baa9b9a105a722e480",
          "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Appointment Confirmation\". Flag it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6666386127471924,
        "action_similarity": 0.7430699467658997,
        "ui_similarity": 0.9508651163479176
      }
    ],
    "query": {
      "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
      "goal": "Open Outlook. Open the Sent folder.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6935021678606669,
    "target_shot": 3,
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    "avg_action_similarity": 0.7025928894678751,
    "avg_ui_similarity": 0.8482643066992305
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7265825271606445,
        "action_similarity": 0.8032894730567932,
        "ui_similarity": 0.864023899001734
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      {
        "episode": {
          "episode_id": "9476a3f502124275a2066dcfdc093b65",
          "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6978141069412231,
        "action_similarity": 0.9250723123550415,
        "ui_similarity": 0.9731421696823946
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      {
        "episode": {
          "episode_id": "5e2c4798acac4f4cbd939f95364bbdb6",
          "goal": "Open Outlook. Set up automatic replies with the message \"Currently out of office\" for dates between May 15, 2024 and May 25, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.688506543636322,
        "action_similarity": 0.9394707083702087,
        "ui_similarity": 0.952586167351852
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    ],
    "query": {
      "episode_id": "a5668693c463411988216423eb7a228c",
      "goal": "Open Outlook. Set up an automatic reply with message \"On maternity leave\" for dates between May 10, 2023 and May 25, 2023.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7043010592460632,
    "target_shot": 3,
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    "avg_action_similarity": 0.8892774979273478,
    "avg_ui_similarity": 0.9299174120119935
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "211975a231f14989a1ae0d782a195ad1",
          "goal": "Open Outlook. Open the Draft folder. Continue editing the first draft email, add \"cc_testappium001@outlook.com\" in the Cc area and \"bcc_testappium002@outlook.com\" in the Bcc area. Then send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9458534717559814,
        "action_similarity": 0.9187977313995361,
        "ui_similarity": 0.8415807516880724
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      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7468887567520142,
        "action_similarity": 0.7195819020271301,
        "ui_similarity": 0.5873918928086693
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      {
        "episode": {
          "episode_id": "631a089692b0437f8b1b34e30a298bd9",
          "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7383071184158325,
        "action_similarity": 0.7600733041763306,
        "ui_similarity": 0.8299866832422735
      }
    ],
    "query": {
      "episode_id": "74b96d166f36499783d085c35fb030e5",
      "goal": "Open Outlook. Open the \"Drafts\" folder. Continue editing the last draft email, add \"testappium006@outlook.com\" in the Cc area and \"testappium007@outlook.com\" in the Bcc area. Then send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8103497823079427,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7994843125343323,
    "avg_ui_similarity": 0.7529864425796718
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1b07677541204bcc9ede5d6b52c8cf2a",
          "goal": "Open Outlook. Find the email from \"CEO\" in the \"Inbox\". If it exists, reply it with \"Noted, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7863610982894897,
        "action_similarity": 0.7248154878616333,
        "ui_similarity": 0.8100940541856432
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      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6815138459205627,
        "action_similarity": 0.6198206543922424,
        "ui_similarity": 0.8768143058245467
      },
      {
        "episode": {
          "episode_id": "5920a6cef5f648baa9b9a105a722e480",
          "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Appointment Confirmation\". Flag it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6559162139892578,
        "action_similarity": 0.6077849268913269,
        "ui_similarity": 0.9197377756592803
      }
    ],
    "query": {
      "episode_id": "233002010f61439ab1531d59bede9002",
      "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7079303860664368,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6508070230484009,
    "avg_ui_similarity": 0.8688820452231568
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6476073861122131,
        "action_similarity": 0.5303820371627808,
        "ui_similarity": 0.7592990272557465
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        "episode": {
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          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6339824199676514,
        "action_similarity": 0.6321778297424316,
        "ui_similarity": 0.8677083112600329
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      {
        "episode": {
          "episode_id": "55d0c7e6d47e4c639f610549ace4377d",
          "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Invitation to Collaborate\". Archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6180746555328369,
        "action_similarity": 0.6278164386749268,
        "ui_similarity": 0.8414859850848693
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    ],
    "query": {
      "episode_id": "16964d11cdc54bb599a2d7dd2ffef9c6",
      "goal": "Open Outlook. Forward the latest email  to jane.doe@gmail.com.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6332214872042338,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.5967921018600464,
    "avg_ui_similarity": 0.8228311078668828
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4b28327f6f4148219b68084599723b70",
          "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7976031303405762,
        "action_similarity": 0.771030843257904,
        "ui_similarity": 0.8121809874936438
      },
      {
        "episode": {
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          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7111994028091431,
        "action_similarity": 0.6970893144607544,
        "ui_similarity": 0.784891830344363
      },
      {
        "episode": {
          "episode_id": "bd6ddd96c78d45949618c4e50f1993ff",
          "goal": "Open Outlook. Search emails with the keyword \"Project\". Flag all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7055863738059998,
        "action_similarity": 0.7549782991409302,
        "ui_similarity": 0.6871243303106837
      }
    ],
    "query": {
      "episode_id": "5293c378a71f46eea6b9111e77638db4",
      "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7381296356519064,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7410328189531962,
    "avg_ui_similarity": 0.7613990493828968
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "bc113caac6ff42008ff478c77dab719a",
          "goal": "Open Outlook. Archive the first email from \"Amazon\". Then empty the Spam mailbox.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8503656387329102,
        "action_similarity": 0.796940803527832,
        "ui_similarity": 0.4863612591023872
      },
      {
        "episode": {
          "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
          "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7163298726081848,
        "action_similarity": 0.8166776895523071,
        "ui_similarity": 0.6383729622065035
      },
      {
        "episode": {
          "episode_id": "cb5e094c5e774afc951542b4a21487a4",
          "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6342800855636597,
        "action_similarity": 0.7099758982658386,
        "ui_similarity": 0.5672708319979921
      }
    ],
    "query": {
      "episode_id": "4426f250cbd7490493c255ff3f827f29",
      "goal": "Open Outlook. Delete all emails from \"Spam\". Then empty the Deleted Items mailbox.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7336585323015848,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7745314637819926,
    "avg_ui_similarity": 0.5640016844356276
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "631a089692b0437f8b1b34e30a298bd9",
          "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9092612862586975,
        "action_similarity": 0.8677725791931152,
        "ui_similarity": 0.6948048766690121
      },
      {
        "episode": {
          "episode_id": "7918c043ed594e9ab0e9590b2698c536",
          "goal": "Open Outlook. Compose an email to \"testappium003@outlook.com\". The subject is \"Test Feedback\". The main content is \"Thanks for your feedback regarding the test process.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8682520389556885,
        "action_similarity": 0.9413105249404907,
        "ui_similarity": 0.8164170960067896
      },
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8419535756111145,
        "action_similarity": 0.8959790468215942,
        "ui_similarity": 0.573722581655289
      }
    ],
    "query": {
      "episode_id": "17975d3f997e424ba07518391eaeee0e",
      "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8731556336085001,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9016873836517334,
    "avg_ui_similarity": 0.6949815181103635
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "5293c378a71f46eea6b9111e77638db4",
          "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7976031303405762,
        "action_similarity": 0.771030843257904,
        "ui_similarity": 0.8121809874936438
      },
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6383710503578186,
        "action_similarity": 0.6145851612091064,
        "ui_similarity": 0.8548911750974714
      },
      {
        "episode": {
          "episode_id": "a1204a4b623d46389c1fd69822a3c919",
          "goal": "Open Outlook. Search emails that contain \"Verification\". Delete the third one. Flag the first one. Archive the second one.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6232502460479736,
        "action_similarity": 0.7644605040550232,
        "ui_similarity": 0.5114965435218457
      }
    ],
    "query": {
      "episode_id": "4b28327f6f4148219b68084599723b70",
      "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6864081422487894,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7166921695073446,
    "avg_ui_similarity": 0.7261895687043203
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8984091281890869,
        "action_similarity": 0.8734437823295593,
        "ui_similarity": 0.9596222673969196
      },
      {
        "episode": {
          "episode_id": "83f38aa505264b0a9b4592fb0f977094",
          "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8167880773544312,
        "action_similarity": 0.881318211555481,
        "ui_similarity": 0.7142707620870918
      },
      {
        "episode": {
          "episode_id": "286b6c9dc7884eeeb2af43b27024fff0",
          "goal": "Open Outlook. Schedule an email to be sent later at 8:00 PM to \"testassistant001@outlook.com\". The subject should be \"Project Update\" and the content should be \"This is an update on our current project status.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7210191488265991,
        "action_similarity": 0.7829208374023438,
        "ui_similarity": 0.8107326430441653
      }
    ],
    "query": {
      "episode_id": "b40662f960dd41838a9a95e2a8705007",
      "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8120721181233724,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8458942770957947,
    "avg_ui_similarity": 0.8282085575093922
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "18cc1260547e4377888d19dfe0c017da",
          "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9607335329055786,
        "action_similarity": 0.7097408771514893,
        "ui_similarity": 0.8350914824089214
      },
      {
        "episode": {
          "episode_id": "cb5e094c5e774afc951542b4a21487a4",
          "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129737377166748,
        "action_similarity": 0.813751757144928,
        "ui_similarity": 0.749407185232397
      },
      {
        "episode": {
          "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
          "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7881397008895874,
        "action_similarity": 0.5930241942405701,
        "ui_similarity": 0.6655727279494762
      }
    ],
    "query": {
      "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
      "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8539489905039469,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7055056095123291,
    "avg_ui_similarity": 0.7500237985302648
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9085184335708618,
        "action_similarity": 0.92044997215271,
        "ui_similarity": 0.6912460016378159
      },
      {
        "episode": {
          "episode_id": "b40662f960dd41838a9a95e2a8705007",
          "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8167881369590759,
        "action_similarity": 0.881318211555481,
        "ui_similarity": 0.7142707620870921
      },
      {
        "episode": {
          "episode_id": "286b6c9dc7884eeeb2af43b27024fff0",
          "goal": "Open Outlook. Schedule an email to be sent later at 8:00 PM to \"testassistant001@outlook.com\". The subject should be \"Project Update\" and the content should be \"This is an update on our current project status.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7368991374969482,
        "action_similarity": 0.7676820158958435,
        "ui_similarity": 0.9078244667042443
      }
    ],
    "query": {
      "episode_id": "83f38aa505264b0a9b4592fb0f977094",
      "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.820735236008962,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8564833998680115,
    "avg_ui_similarity": 0.7711137434763842
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6666386127471924,
        "action_similarity": 0.7430699467658997,
        "ui_similarity": 0.9508651163479171
      },
      {
        "episode": {
          "episode_id": "233002010f61439ab1531d59bede9002",
          "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6559162139892578,
        "action_similarity": 0.6077849268913269,
        "ui_similarity": 0.9197377756592817
      },
      {
        "episode": {
          "episode_id": "55d0c7e6d47e4c639f610549ace4377d",
          "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Invitation to Collaborate\". Archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6227836608886719,
        "action_similarity": 0.7180551290512085,
        "ui_similarity": 0.7940988284771213
      }
    ],
    "query": {
      "episode_id": "5920a6cef5f648baa9b9a105a722e480",
      "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Appointment Confirmation\". Flag it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6484461625417074,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6896366675694784,
    "avg_ui_similarity": 0.8882339068281068
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4c36bf46158440da9cedb6c43b2095e9",
          "goal": "Open Outlook. Open the Sent folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7323540449142456,
        "action_similarity": 0.7448880672454834,
        "ui_similarity": 0.7171134979252259
      },
      {
        "episode": {
          "episode_id": "233002010f61439ab1531d59bede9002",
          "goal": "Open Outlook. Find the email from \"HR Department\" in the \"Inbox\". If it exists, reply to it and write \"Received, thank you.\" as the content.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6362695693969727,
        "action_similarity": 0.653516411781311,
        "ui_similarity": 0.8023428997580946
      },
      {
        "episode": {
          "episode_id": "5920a6cef5f648baa9b9a105a722e480",
          "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Appointment Confirmation\". Flag it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6227836608886719,
        "action_similarity": 0.7180551290512085,
        "ui_similarity": 0.794098828477121
      }
    ],
    "query": {
      "episode_id": "55d0c7e6d47e4c639f610549ace4377d",
      "goal": "Open Outlook. In the \"Sent\" folder, find the email with the subject \"Invitation to Collaborate\". Archive it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.66380242506663,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.705486536026001,
    "avg_ui_similarity": 0.7711850753868138
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7881397008895874,
        "action_similarity": 0.5930241942405701,
        "ui_similarity": 0.665572727949476
      },
      {
        "episode": {
          "episode_id": "18cc1260547e4377888d19dfe0c017da",
          "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7880281209945679,
        "action_similarity": 0.641308605670929,
        "ui_similarity": 0.6272177210869939
      },
      {
        "episode": {
          "episode_id": "cb5e094c5e774afc951542b4a21487a4",
          "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7767554521560669,
        "action_similarity": 0.7515318989753723,
        "ui_similarity": 0.5871442024229432
      }
    ],
    "query": {
      "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
      "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7843077580134074,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6619548996289571,
    "avg_ui_similarity": 0.6266448838198043
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
          "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9396936893463135,
        "action_similarity": 0.8671308159828186,
        "ui_similarity": 0.9668952525670852
      },
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.865797758102417,
        "action_similarity": 0.8746557831764221,
        "ui_similarity": 0.9794362909888543
      },
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8356724977493286,
        "action_similarity": 0.8502066135406494,
        "ui_similarity": 0.9645050444671299
      }
    ],
    "query": {
      "episode_id": "13c42e886e774299ac8233c3a0b9aa27",
      "goal": "Open Outlook. Create an event on December 1, 10 - 11 AM. The event is \"Project Review Meeting\". The location is \"Office\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8803879817326864,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.86399773756663,
    "avg_ui_similarity": 0.9702788626743565
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
          "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9015504717826843,
        "action_similarity": 0.9603025913238525,
        "ui_similarity": 0.9684829831230978
      },
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8783692717552185,
        "action_similarity": 0.9411739110946655,
        "ui_similarity": 0.9775966270768528
      },
      {
        "episode": {
          "episode_id": "13c42e886e774299ac8233c3a0b9aa27",
          "goal": "Open Outlook. Create an event on December 1, 10 - 11 AM. The event is \"Project Review Meeting\". The location is \"Office\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.865797758102417,
        "action_similarity": 0.8746557831764221,
        "ui_similarity": 0.9794362909888538
      }
    ],
    "query": {
      "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
      "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8819058338801066,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9253774285316467,
    "avg_ui_similarity": 0.9751719670629347
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8450689911842346,
        "action_similarity": 0.9377418160438538,
        "ui_similarity": 0.8496910808769302
      },
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8056854009628296,
        "action_similarity": 0.9313767552375793,
        "ui_similarity": 0.918335189307015
      },
      {
        "episode": {
          "episode_id": "a11e67d7aabb4f7293dcd9f7a41cdb12",
          "goal": "Open Outlook. Create an event on August 1, 12 - 2 PM. The event is \"Lunch Meeting\". The location is \"Cafe Downtown\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8024917840957642,
        "action_similarity": 0.854494571685791,
        "ui_similarity": 0.7729042827709532
      }
    ],
    "query": {
      "episode_id": "5bd7e26d351d49e3ad66921bc24b6c7b",
      "goal": "Open Outlook. Create an event on October 20, 11 AM - 1 PM. The event is \"Client Meeting\". Location: \"Client’s office.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8177487254142761,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9078710476557413,
    "avg_ui_similarity": 0.8469768509849662
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "831a5508350240a39743d16e58ed374c",
          "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.724570095539093,
        "action_similarity": 0.7980053424835205,
        "ui_similarity": 0.7093212775432726
      },
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6926461458206177,
        "action_similarity": 0.7483682036399841,
        "ui_similarity": 0.75183525416464
      },
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6689914464950562,
        "action_similarity": 0.8678985834121704,
        "ui_similarity": 0.6655394111094932
      }
    ],
    "query": {
      "episode_id": "20221be92203447fb78816e1c22ab8fe",
      "goal": "Open Outlook. Create a new email draft with the subject \"Conference Details\" and add an attachment from OneDrive. Don\"t send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6954025626182556,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8047573765118917,
    "avg_ui_similarity": 0.708898647605802
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "74b96d166f36499783d085c35fb030e5",
          "goal": "Open Outlook. Open the \"Drafts\" folder. Continue editing the last draft email, add \"testappium006@outlook.com\" in the Cc area and \"testappium007@outlook.com\" in the Bcc area. Then send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9458534717559814,
        "action_similarity": 0.9187977313995361,
        "ui_similarity": 0.8415807516880722
      },
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7613133192062378,
        "action_similarity": 0.7046823501586914,
        "ui_similarity": 0.861978531144579
      },
      {
        "episode": {
          "episode_id": "631a089692b0437f8b1b34e30a298bd9",
          "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7409154772758484,
        "action_similarity": 0.6273306608200073,
        "ui_similarity": 0.8311162382652653
      }
    ],
    "query": {
      "episode_id": "211975a231f14989a1ae0d782a195ad1",
      "goal": "Open Outlook. Open the Draft folder. Continue editing the first draft email, add \"cc_testappium001@outlook.com\" in the Cc area and \"bcc_testappium002@outlook.com\" in the Bcc area. Then send it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8160274227460226,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7502702474594116,
    "avg_ui_similarity": 0.8448918403659723
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9405863285064697,
        "action_similarity": 0.8856182098388672,
        "ui_similarity": 0.928899434903842
      },
      {
        "episode": {
          "episode_id": "5dae750a26024514b50129725058e864",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"mark.martin@example.com\", subject as \"Weekly Summary\", and body as \"Please find the attached weekly summary.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129637241363525,
        "action_similarity": 0.7571684122085571,
        "ui_similarity": 0.8669835477630713
      },
      {
        "episode": {
          "episode_id": "831a5508350240a39743d16e58ed374c",
          "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7342607975006104,
        "action_similarity": 0.8484023809432983,
        "ui_similarity": 0.8575744284645904
      }
    ],
    "query": {
      "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8292702833811442,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8303963343302408,
    "avg_ui_similarity": 0.8844858037105013
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8258094787597656,
        "action_similarity": 0.8279024362564087,
        "ui_similarity": 0.9394379253319275
      },
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129637241363525,
        "action_similarity": 0.7571684122085571,
        "ui_similarity": 0.8669835477630718
      },
      {
        "episode": {
          "episode_id": "831a5508350240a39743d16e58ed374c",
          "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6856893301010132,
        "action_similarity": 0.6821112036705017,
        "ui_similarity": 0.9147599396936449
      }
    ],
    "query": {
      "episode_id": "5dae750a26024514b50129725058e864",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"mark.martin@example.com\", subject as \"Weekly Summary\", and body as \"Please find the attached weekly summary.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7748208443323771,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7557273507118225,
    "avg_ui_similarity": 0.9070604709295481
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4e60b2702fde4ebab461f20afcbd2e0e",
          "goal": "Open Outlook. Write an email to testappium001@outlook.com. The subject is \"Follow-up Meeting\". The main content is \"Dear Team, I hope this email finds you well. As discussed in our recent meeting, here are the follow-up points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.847366213798523,
        "action_similarity": 0.9164600372314453,
        "ui_similarity": 0.5077033789345057
      },
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.841953456401825,
        "action_similarity": 0.8959790468215942,
        "ui_similarity": 0.5737225816552891
      },
      {
        "episode": {
          "episode_id": "631a089692b0437f8b1b34e30a298bd9",
          "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7963711619377136,
        "action_similarity": 0.7923027873039246,
        "ui_similarity": 0.8602825085969908
      }
    ],
    "query": {
      "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
      "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8285636107126871,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8682472904523214,
    "avg_ui_similarity": 0.6472361563955952
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e105b40fb00c494681c7c52daef20f32",
          "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.779191792011261,
        "action_similarity": 0.8000878095626831,
        "ui_similarity": 0.9320305529474572
      },
      {
        "episode": {
          "episode_id": "9476a3f502124275a2066dcfdc093b65",
          "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7554478645324707,
        "action_similarity": 0.8895778656005859,
        "ui_similarity": 0.9540718991888313
      },
      {
        "episode": {
          "episode_id": "a5668693c463411988216423eb7a228c",
          "goal": "Open Outlook. Set up an automatic reply with message \"On maternity leave\" for dates between May 10, 2023 and May 25, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.688506543636322,
        "action_similarity": 0.9394707083702087,
        "ui_similarity": 0.9525861673518516
      }
    ],
    "query": {
      "episode_id": "5e2c4798acac4f4cbd939f95364bbdb6",
      "goal": "Open Outlook. Set up automatic replies with the message \"Currently out of office\" for dates between May 15, 2024 and May 25, 2024.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7410487333933512,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8763787945111593,
    "avg_ui_similarity": 0.9462295398293801
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "5293c378a71f46eea6b9111e77638db4",
          "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6378914713859558,
        "action_similarity": 0.6233826279640198,
        "ui_similarity": 0.8780877693981618
      },
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6255097985267639,
        "action_similarity": 0.6210590600967407,
        "ui_similarity": 0.7404073133607005
      },
      {
        "episode": {
          "episode_id": "4b28327f6f4148219b68084599723b70",
          "goal": "Open Outlook. Search emails with the keyword \"Registration Confirmation\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6025701761245728,
        "action_similarity": 0.6944612264633179,
        "ui_similarity": 0.7548757688531493
      }
    ],
    "query": {
      "episode_id": "ace06275af0641b48f89e03e0f915380",
      "goal": "Open Outlook. Search emails with the subject \"Invoice\". Open the first email from the search result and download the attached file.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6219904820124308,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6463009715080261,
    "avg_ui_similarity": 0.7911236172040038
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ec23cd60c38c4ad2b0a549c3acef1645",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"david.doe@example.com\", subject as \"Monthly Report\", and body as \"Please find the attached monthly report.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9405863285064697,
        "action_similarity": 0.8856182098388672,
        "ui_similarity": 0.9288994349038422
      },
      {
        "episode": {
          "episode_id": "5dae750a26024514b50129725058e864",
          "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"mark.martin@example.com\", subject as \"Weekly Summary\", and body as \"Please find the attached weekly summary.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8258094787597656,
        "action_similarity": 0.8279024362564087,
        "ui_similarity": 0.9394379253319274
      },
      {
        "episode": {
          "episode_id": "831a5508350240a39743d16e58ed374c",
          "goal": "Open Outlook. Create a new email and add an attachment from OneDrive. Set the recipient as \"john.doe@example.com\", subject as \"Project Document\", and body as \"Find the attached project document.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6987999081611633,
        "action_similarity": 0.8014496564865112,
        "ui_similarity": 0.8993043774255444
      }
    ],
    "query": {
      "episode_id": "39eadc2b00db4c4da6c47bf82a612c8c",
      "goal": "Open Outlook. Compose an email and add an attachment from OneDrive. Set the recipient as \"joe.martin@example.com\", subject as \"Monthly Report\", and body as \"Please refer to the attached monthly report.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8217319051424662,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8383234341939291,
    "avg_ui_similarity": 0.9225472458871047
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "4426f250cbd7490493c255ff3f827f29",
          "goal": "Open Outlook. Delete all emails from \"Spam\". Then empty the Deleted Items mailbox.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8503655791282654,
        "action_similarity": 0.796940803527832,
        "ui_similarity": 0.4863612591023874
      },
      {
        "episode": {
          "episode_id": "0371cc7b8a0e4c819222e9205b050fab",
          "goal": "Open Outlook. Find the email from \"Amazon\" in the \"Inbox\". If it exists, move it to the \"Online Purchases\" folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6775120496749878,
        "action_similarity": 0.8191359043121338,
        "ui_similarity": 0.6106644289243375
      },
      {
        "episode": {
          "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
          "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6633803844451904,
        "action_similarity": 0.7741784453392029,
        "ui_similarity": 0.42905777102663384
      }
    ],
    "query": {
      "episode_id": "bc113caac6ff42008ff478c77dab719a",
      "goal": "Open Outlook. Archive the first email from \"Amazon\". Then empty the Spam mailbox.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7304193377494812,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7967517177263895,
    "avg_ui_similarity": 0.5086944863511196
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
          "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8231827616691589,
        "action_similarity": 0.8248051404953003,
        "ui_similarity": 0.8025273180907635
      },
      {
        "episode": {
          "episode_id": "c5dbdb524ff3453485a26d80d0929855",
          "goal": "Open Outlook. Move the fifth email in the \"Inbox\" to the \"Archive\" folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7729377746582031,
        "action_similarity": 0.8261343836784363,
        "ui_similarity": 0.7407673780985234
      },
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7451990842819214,
        "action_similarity": 0.7435662150382996,
        "ui_similarity": 0.8559420315627981
      }
    ],
    "query": {
      "episode_id": "c31be00fea7e484792fb59ab6b8a2193",
      "goal": "Open Outlook. Mark as unread the third email in the Focused box then move it to Archive.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7804398735364279,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7981685797373453,
    "avg_ui_similarity": 0.7997455759173618
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c1b449ead1ea4ee7806a669a9a634597",
          "goal": "Open Outlook. Create a draft email to \"robert.doe@example.com\" with subject \"Project Update\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8102931976318359,
        "action_similarity": 0.9038934707641602,
        "ui_similarity": 0.9206866598409272
      },
      {
        "episode": {
          "episode_id": "e525f05d6cb94656bfaa0adac784ce86",
          "goal": "Open Outlook. Create a draft email to \"jane.doe@example.com\" with subject \"Meeting Discussion\", without sending it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7229668498039246,
        "action_similarity": 0.9125741720199585,
        "ui_similarity": 0.721596915417694
      },
      {
        "episode": {
          "episode_id": "211975a231f14989a1ae0d782a195ad1",
          "goal": "Open Outlook. Open the Draft folder. Continue editing the first draft email, add \"cc_testappium001@outlook.com\" in the Cc area and \"bcc_testappium002@outlook.com\" in the Bcc area. Then send it.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6178711652755737,
        "action_similarity": 0.733453631401062,
        "ui_similarity": 0.897036764739555
      }
    ],
    "query": {
      "episode_id": "437e6ad971564926a43d2a1032afac71",
      "goal": "Open Outlook. Create a draft email to \"lisa.green@example.com\" with subject \"Project Proposal\", without sending it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7170437375704447,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8499737580617269,
    "avg_ui_similarity": 0.8464401133327254
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "13c42e886e774299ac8233c3a0b9aa27",
          "goal": "Open Outlook. Create an event on December 1, 10 - 11 AM. The event is \"Project Review Meeting\". The location is \"Office\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9396936893463135,
        "action_similarity": 0.8671308159828186,
        "ui_similarity": 0.9668952525670852
      },
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9015504717826843,
        "action_similarity": 0.9603025913238525,
        "ui_similarity": 0.9684829831230973
      },
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8608832955360413,
        "action_similarity": 0.9539066553115845,
        "ui_similarity": 0.9439350236191615
      }
    ],
    "query": {
      "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
      "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9007091522216797,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9271133542060852,
    "avg_ui_similarity": 0.959771086436448
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8682519197463989,
        "action_similarity": 0.9413105249404907,
        "ui_similarity": 0.8164170960067897
      },
      {
        "episode": {
          "episode_id": "631a089692b0437f8b1b34e30a298bd9",
          "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8285405039787292,
        "action_similarity": 0.8520864248275757,
        "ui_similarity": 0.9451130971319637
      },
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7855123281478882,
        "action_similarity": 0.8946974277496338,
        "ui_similarity": 0.8280535911202671
      }
    ],
    "query": {
      "episode_id": "7918c043ed594e9ab0e9590b2698c536",
      "goal": "Open Outlook. Compose an email to \"testappium003@outlook.com\". The subject is \"Test Feedback\". The main content is \"Thanks for your feedback regarding the test process.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8274349172910055,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8960314591725668,
    "avg_ui_similarity": 0.8631945947530069
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "17975d3f997e424ba07518391eaeee0e",
          "goal": "Open Outlook. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from the team\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.909261167049408,
        "action_similarity": 0.8677725791931152,
        "ui_similarity": 0.6948048766690124
      },
      {
        "episode": {
          "episode_id": "7918c043ed594e9ab0e9590b2698c536",
          "goal": "Open Outlook. Compose an email to \"testappium003@outlook.com\". The subject is \"Test Feedback\". The main content is \"Thanks for your feedback regarding the test process.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8285405039787292,
        "action_similarity": 0.8520864248275757,
        "ui_similarity": 0.9451130971319635
      },
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7963711619377136,
        "action_similarity": 0.7923027873039246,
        "ui_similarity": 0.8602825085969905
      }
    ],
    "query": {
      "episode_id": "631a089692b0437f8b1b34e30a298bd9",
      "goal": "Open Outlook. Compose an email to \"testappium007@outlook.com\". The subject is \"Test Message\". The main content is \"This is a test message from the Appium team.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8447242776552836,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8373872637748718,
    "avg_ui_similarity": 0.8334001607993221
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8783692717552185,
        "action_similarity": 0.9411739110946655,
        "ui_similarity": 0.9775966270768531
      },
      {
        "episode": {
          "episode_id": "d6cef6bec75d4f10a2fe4decbc15935e",
          "goal": "Open Outlook. Create a meeting event on August 20, 2 - 4 PM. The event is \"Project Review\". The location is \"Conference Room B\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8608832955360413,
        "action_similarity": 0.9539066553115845,
        "ui_similarity": 0.9439350236191619
      },
      {
        "episode": {
          "episode_id": "5bd7e26d351d49e3ad66921bc24b6c7b",
          "goal": "Open Outlook. Create an event on October 20, 11 AM - 1 PM. The event is \"Client Meeting\". Location: \"Client’s office.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8450689911842346,
        "action_similarity": 0.9377418160438538,
        "ui_similarity": 0.8496910808769299
      }
    ],
    "query": {
      "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
      "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8614405194918314,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9442741274833679,
    "avg_ui_similarity": 0.9237409105243151
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9607335329055786,
        "action_similarity": 0.7097408771514893,
        "ui_similarity": 0.8350914824089215
      },
      {
        "episode": {
          "episode_id": "cb5e094c5e774afc951542b4a21487a4",
          "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8033150434494019,
        "action_similarity": 0.7006970643997192,
        "ui_similarity": 0.9463026269513412
      },
      {
        "episode": {
          "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
          "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7880281209945679,
        "action_similarity": 0.641308605670929,
        "ui_similarity": 0.6272177210869938
      }
    ],
    "query": {
      "episode_id": "18cc1260547e4377888d19dfe0c017da",
      "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8506922324498495,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6839155157407125,
    "avg_ui_similarity": 0.8028706101490855
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "3f74f0a6bd5c4a33b5a63a88871533cc",
          "goal": "Open Outlook. Create a new email folder named \"Project Beta\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8846047520637512,
        "action_similarity": 0.8542375564575195,
        "ui_similarity": 0.6149250513249542
      },
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7183612585067749,
        "action_similarity": 0.637749195098877,
        "ui_similarity": 0.5320942774263072
      },
      {
        "episode": {
          "episode_id": "91490aa3a8f84b14aa0bc22b804e552e",
          "goal": "Open Outlook. Create a new email folder named \"Client Conversations\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7038589715957642,
        "action_similarity": 0.7545439600944519,
        "ui_similarity": 0.5940243220063636
      }
    ],
    "query": {
      "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
      "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7689416607220968,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7488435705502828,
    "avg_ui_similarity": 0.580347883585875
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "e8351d2e4f6b41a2be3c6cd82708b33f",
          "goal": "Open Outlook. Create an event on July 25, 1 - 3 PM. The event is \"Team Meeting\". The location is \"Office Conference Room\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8283097147941589,
        "action_similarity": 0.8844661116600037,
        "ui_similarity": 0.8259773369109681
      },
      {
        "episode": {
          "episode_id": "5bd7e26d351d49e3ad66921bc24b6c7b",
          "goal": "Open Outlook. Create an event on October 20, 11 AM - 1 PM. The event is \"Client Meeting\". Location: \"Client’s office.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8024917840957642,
        "action_similarity": 0.854494571685791,
        "ui_similarity": 0.7729042827709529
      },
      {
        "episode": {
          "episode_id": "ae8d5fd1990541f0b85737d8435a95f1",
          "goal": "Open Outlook. Create a meeting event on September 10, 3 - 5 PM. The event is \"Project Debrief\". The location is \"Conference Room A\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7678040862083435,
        "action_similarity": 0.8291104435920715,
        "ui_similarity": 0.838242251322945
      }
    ],
    "query": {
      "episode_id": "a11e67d7aabb4f7293dcd9f7a41cdb12",
      "goal": "Open Outlook. Create an event on August 1, 12 - 2 PM. The event is \"Lunch Meeting\". The location is \"Cafe Downtown\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7995351950327555,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8560237089792887,
    "avg_ui_similarity": 0.8123746236682887
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "83f38aa505264b0a9b4592fb0f977094",
          "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.908518373966217,
        "action_similarity": 0.92044997215271,
        "ui_similarity": 0.6912460016378155
      },
      {
        "episode": {
          "episode_id": "b40662f960dd41838a9a95e2a8705007",
          "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8984091281890869,
        "action_similarity": 0.8734437823295593,
        "ui_similarity": 0.9596222673969195
      },
      {
        "episode": {
          "episode_id": "5927fd20957e4d8886ce2acd34dade2b",
          "goal": "Open Outlook. Schedule an email to be sent at 9:00 AM to jane.martin@example.com. The subject should be \"Thursday Sync\" and the content should be \"This is to remind you of our meeting scheduled for 10:00 AM.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7708706855773926,
        "action_similarity": 0.7950988411903381,
        "ui_similarity": 0.7875290204297053
      }
    ],
    "query": {
      "episode_id": "1c70f00e4d7743a39f2721130de49d83",
      "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8592660625775655,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8629975318908691,
    "avg_ui_similarity": 0.8127990964881467
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9d405c1c9afe4eaabb18e2f14d481b73",
          "goal": "Open Outlook. Create a new email folder named 'Project Alpha'.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7038589715957642,
        "action_similarity": 0.7545439600944519,
        "ui_similarity": 0.5940243220063633
      },
      {
        "episode": {
          "episode_id": "3f74f0a6bd5c4a33b5a63a88871533cc",
          "goal": "Open Outlook. Create a new email folder named \"Project Beta\".",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6739373803138733,
        "action_similarity": 0.7929117679595947,
        "ui_similarity": 0.8987608866154984
      },
      {
        "episode": {
          "episode_id": "5bd7e26d351d49e3ad66921bc24b6c7b",
          "goal": "Open Outlook. Create an event on October 20, 11 AM - 1 PM. The event is \"Client Meeting\". Location: \"Client’s office.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6573381423950195,
        "action_similarity": 0.6900064945220947,
        "ui_similarity": 0.7401423875551012
      }
    ],
    "query": {
      "episode_id": "91490aa3a8f84b14aa0bc22b804e552e",
      "goal": "Open Outlook. Create a new email folder named \"Client Conversations\".",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.678378164768219,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7458207408587137,
    "avg_ui_similarity": 0.7443091987256544
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "7a1dbfb77b8b453ea79022ae5dc53248",
          "goal": "Open Outlook. Read the first email in the inbox and Pin it. Then mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8129737377166748,
        "action_similarity": 0.813751757144928,
        "ui_similarity": 0.7494071852323969
      },
      {
        "episode": {
          "episode_id": "18cc1260547e4377888d19dfe0c017da",
          "goal": "Open Outlook. Flag the first email in the \"Inbox\". Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8033150434494019,
        "action_similarity": 0.7006970643997192,
        "ui_similarity": 0.9463026269513414
      },
      {
        "episode": {
          "episode_id": "d77761eb7a0c4e088b76ff018a9d0c36",
          "goal": "Open Outlook. Move the third email in the \"Inbox\" to the \"Spam\" folder. Then, mark it as Unread.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7767554521560669,
        "action_similarity": 0.7515318989753723,
        "ui_similarity": 0.587144202422943
      }
    ],
    "query": {
      "episode_id": "cb5e094c5e774afc951542b4a21487a4",
      "goal": "Open Outlook. Move the first email in the \"Inbox\" to the \"Junk\" folder. Then, mark it as Read.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7976814111073812,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7553269068400065,
    "avg_ui_similarity": 0.7609513382022272
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7573075890541077,
        "action_similarity": 0.7195526361465454,
        "ui_similarity": 0.7900204085416794
      },
      {
        "episode": {
          "episode_id": "83f38aa505264b0a9b4592fb0f977094",
          "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7368991374969482,
        "action_similarity": 0.7676820158958435,
        "ui_similarity": 0.9078244667042444
      },
      {
        "episode": {
          "episode_id": "0cb1edf8ced84bd28871b5054e4155ab",
          "goal": "Open Outlook. Write an email to testappium004@outlook.com. The subject is \"Project update\". The main content is \"Dear Team, As per our latest update in the project, here are the discussed points...\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7219087481498718,
        "action_similarity": 0.7644250988960266,
        "ui_similarity": 0.8036855608381103
      }
    ],
    "query": {
      "episode_id": "286b6c9dc7884eeeb2af43b27024fff0",
      "goal": "Open Outlook. Schedule an email to be sent later at 8:00 PM to \"testassistant001@outlook.com\". The subject should be \"Project Update\" and the content should be \"This is an update on our current project status.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7387051582336426,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7505532503128052,
    "avg_ui_similarity": 0.833843478694678
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "9476a3f502124275a2066dcfdc093b65",
          "goal": "Open Outlook. Set up an automatic reply with message 'I am on vacation' for dates between May 23, 2024 and June 2, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.946151614189148,
        "action_similarity": 0.7863625288009644,
        "ui_similarity": 0.8729480886782043
      },
      {
        "episode": {
          "episode_id": "5e2c4798acac4f4cbd939f95364bbdb6",
          "goal": "Open Outlook. Set up automatic replies with the message \"Currently out of office\" for dates between May 15, 2024 and May 25, 2024.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.779191792011261,
        "action_similarity": 0.8000878095626831,
        "ui_similarity": 0.9320305529474572
      },
      {
        "episode": {
          "episode_id": "a5668693c463411988216423eb7a228c",
          "goal": "Open Outlook. Set up an automatic reply with message \"On maternity leave\" for dates between May 10, 2023 and May 25, 2023.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7265825271606445,
        "action_similarity": 0.8032894730567932,
        "ui_similarity": 0.8640238990017342
      }
    ],
    "query": {
      "episode_id": "e105b40fb00c494681c7c52daef20f32",
      "goal": "Open Outlook. Set up an automatic reply with message \"On vacation\" for dates between June 15, 2023 and July 15, 2023.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8173086444536845,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7965799371401469,
    "avg_ui_similarity": 0.8896675135424652
  },
  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "1c70f00e4d7743a39f2721130de49d83",
          "goal": "Open Outlook. Schedule an email to be sent later at 9:00 AM to testappium005@outlook.com. The subject should be \"Reminder\" and the content should be \"This is a reminder for our weekly meeting.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7708706855773926,
        "action_similarity": 0.7950988411903381,
        "ui_similarity": 0.7875290204297053
      },
      {
        "episode": {
          "episode_id": "b40662f960dd41838a9a95e2a8705007",
          "goal": "Open Outlook. Schedule an email to be sent at 12:00 PM to testappium005@outlook.com. The subject should be \"Meeting Confirmation\" and the content should be \"This is to confirm our meeting scheduled for 2:00 PM.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7193396687507629,
        "action_similarity": 0.8555270433425903,
        "ui_similarity": 0.8072940813103565
      },
      {
        "episode": {
          "episode_id": "83f38aa505264b0a9b4592fb0f977094",
          "goal": "Open Outlook. Schedule an email to \"testappium008@outlook.com\" to be sent at 10 A.M. The subject is \"Morning Reminders\". The main content is \"Good morning! Here are some reminders for you.\"",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6892375946044922,
        "action_similarity": 0.8365715742111206,
        "ui_similarity": 0.9081961962786712
      }
    ],
    "query": {
      "episode_id": "5927fd20957e4d8886ce2acd34dade2b",
      "goal": "Open Outlook. Schedule an email to be sent at 9:00 AM to jane.martin@example.com. The subject should be \"Thursday Sync\" and the content should be \"This is to remind you of our meeting scheduled for 10:00 AM.\"",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7264826496442159,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8290658195813497,
    "avg_ui_similarity": 0.8343397660062443
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  {
    "app": "outlook",
    "support": [
      {
        "episode": {
          "episode_id": "c5dbdb524ff3453485a26d80d0929855",
          "goal": "Open Outlook. Move the fifth email in the \"Inbox\" to the \"Archive\" folder.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8300408720970154,
        "action_similarity": 0.9856577515602112,
        "ui_similarity": 0.9770429797671216
      },
      {
        "episode": {
          "episode_id": "c31be00fea7e484792fb59ab6b8a2193",
          "goal": "Open Outlook. Mark as unread the third email in the Focused box then move it to Archive.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8231828212738037,
        "action_similarity": 0.8248051404953003,
        "ui_similarity": 0.8025273180907638
      },
      {
        "episode": {
          "episode_id": "5293c378a71f46eea6b9111e77638db4",
          "goal": "Open Outlook. Search emails with the keyword \"Important\". Archive all emails from the search result.",
          "detected_app": "outlook",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7111994028091431,
        "action_similarity": 0.6970893144607544,
        "ui_similarity": 0.7848918303443632
      }
    ],
    "query": {
      "episode_id": "aaf479d45a16417d9e7b3a928ebea713",
      "goal": "Open Outlook. Swipe the fourth email in the inbox to archive it.",
      "detected_app": "outlook",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7881410320599874,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.835850735505422,
    "avg_ui_similarity": 0.8548207094007495
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "7adfedba188c45b6a6fd4d718234f7ae",
          "goal": "Open TodayTix. Choose \"New York\" as the city. Pick the first show on the list. What is the show duration?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9001347422599792,
        "action_similarity": 0.6713557839393616,
        "ui_similarity": 0.9663260090319109
      },
      {
        "episode": {
          "episode_id": "1f4d4daacb6448fabe1db8faf0b9c7fc",
          "goal": "Open TodayTix. In \"Chicago\", choose the first show on the \"Home\" tab. What is the show duration?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8447293639183044,
        "action_similarity": 0.7035748958587646,
        "ui_similarity": 0.871005715531244
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      {
        "episode": {
          "episode_id": "dfb201ca8ba741d7809109058feefbf3",
          "goal": "Open TodayTix. Select \"London\" as the city. Select the second show on the \"home\" tab. Check the duration of the show.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7796646356582642,
        "action_similarity": 0.6731405258178711,
        "ui_similarity": 0.8746567180861442
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    ],
    "query": {
      "episode_id": "3501cb234d414db8a41903101995b1c2",
      "goal": "Open TodayTix. Change city to \"Houston\". Select the first show on the list. What is the duration of the show?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8415095806121826,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6826904018719991,
    "avg_ui_similarity": 0.9039961475497664
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "1b7ce86f2df04887a88e4cb58ceff056",
          "goal": "Open TodayTix. Change the city to \"New York\". List the top five shows in the first recommendation list.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9086148738861084,
        "action_similarity": 0.7904579043388367,
        "ui_similarity": 0.9696360473723984
      },
      {
        "episode": {
          "episode_id": "24e90ea369fe4219b5e7b15d2a465eb3",
          "goal": "Open TodayTix. Change the city to \"Washington DC\". List the top three shows available.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7539829015731812,
        "action_similarity": 0.856523871421814,
        "ui_similarity": 0.9496623326153287
      },
      {
        "episode": {
          "episode_id": "e93d8f92a9684cef8f1cfad8b85f6db9",
          "goal": "Open TodayTix. Change the city to \"New York\". List the top three lottery shows in the recommendations.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7053404450416565,
        "action_similarity": 0.5456795692443848,
        "ui_similarity": 0.8321931904861991
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    ],
    "query": {
      "episode_id": "df41d075baaf470e83e1a32d5eb66024",
      "goal": "Open TodayTix. Change the city to \"Boston\". List the top three shows in the first recommendation list.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.789312740166982,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7308871150016785,
    "avg_ui_similarity": 0.917163856824642
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "f90e3cd2319144f1a6205edb4937f1a0",
          "goal": "Open TodayTix. Change city to \"Sydney\". Choose the first show. What\"s the earliest available timing?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9657503366470337,
        "action_similarity": 0.8125471472740173,
        "ui_similarity": 0.9606328989755113
      },
      {
        "episode": {
          "episode_id": "14eeb4cbf4674199bbb878225d0773f4",
          "goal": "Open TodayTix. Change the city to \"London\". Select the third show on the list. What\"s the latest available timing?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8320292234420776,
        "action_similarity": 0.7959437370300293,
        "ui_similarity": 0.8928703271429422
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      {
        "episode": {
          "episode_id": "7b0d71d236c147128a7bfde3e27e0efd",
          "goal": "Open TodayTix. Change the city to \"Sydney\". Select the third show on the list. What is the show runtime?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8174035549163818,
        "action_similarity": 0.8136604428291321,
        "ui_similarity": 0.9566250964896642
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    ],
    "query": {
      "episode_id": "5a4aebe125014b01936eb26293df178f",
      "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.871727705001831,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8073837757110596,
    "avg_ui_similarity": 0.9367094408693726
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "008e9813fe29464fbf6da1449a5da751",
          "goal": "Open TodayTix. Search \"Juliet\". Specify the date as May 14th. Select 4 cheapest tickets on 7:00PM. Proceed to check availability.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9405429363250732,
        "action_similarity": 0.8956665992736816,
        "ui_similarity": 0.9782478842709288
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      {
        "episode": {
          "episode_id": "14f7ce50c35b439c86a9eacd54d267e5",
          "goal": "Open TodayTix. Search \"Romeo + Juliet\". Check infomation about the show.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.654422402381897,
        "action_similarity": 0.8386433720588684,
        "ui_similarity": 0.8171195568679359
      },
      {
        "episode": {
          "episode_id": "2c017a317f7f4ee0b2ab36f43e478f0f",
          "goal": "Open TodayTix. Search \"Hamilton\". Specify the date as July 15th. Select 2 tickets. Proceed to check ticket availability.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6122798919677734,
        "action_similarity": 0.8410755395889282,
        "ui_similarity": 0.6429555965165047
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    ],
    "query": {
      "episode_id": "b7d23ed556794eac88aee6c60f1fdf6e",
      "goal": "Open TodayTix. Search \"Juliet\". Specify the date as July 25th. Select 3 tickets. Proceed to check for ticket availability.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7357484102249146,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.858461836973826,
    "avg_ui_similarity": 0.8127743458851232
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "df41d075baaf470e83e1a32d5eb66024",
          "goal": "Open TodayTix. Change the city to \"Boston\". List the top three shows in the first recommendation list.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9086148738861084,
        "action_similarity": 0.7904579043388367,
        "ui_similarity": 0.9696360473723985
      },
      {
        "episode": {
          "episode_id": "24e90ea369fe4219b5e7b15d2a465eb3",
          "goal": "Open TodayTix. Change the city to \"Washington DC\". List the top three shows available.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7822350859642029,
        "action_similarity": 0.8714741468429565,
        "ui_similarity": 0.9442229503514041
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      {
        "episode": {
          "episode_id": "e93d8f92a9684cef8f1cfad8b85f6db9",
          "goal": "Open TodayTix. Change the city to \"New York\". List the top three lottery shows in the recommendations.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7781810760498047,
        "action_similarity": 0.6056525707244873,
        "ui_similarity": 0.8223197120771522
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    ],
    "query": {
      "episode_id": "1b7ce86f2df04887a88e4cb58ceff056",
      "goal": "Open TodayTix. Change the city to \"New York\". List the top five shows in the first recommendation list.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8230103453000387,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7558615406354269,
    "avg_ui_similarity": 0.9120595699336516
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "43ac2e708dae4bf78f1ef4ce6dc47d39",
          "goal": "Open TodayTix. Switch the city to \"Chicago\". Which is the first show on the home tab and are there any age restrictions?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9352514743804932,
        "action_similarity": 0.8697891235351562,
        "ui_similarity": 0.9963710283268894
      },
      {
        "episode": {
          "episode_id": "005dd86143954c44b7aaefaca890ad9d",
          "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.854613721370697,
        "action_similarity": 0.8323639035224915,
        "ui_similarity": 0.9134262011926407
      },
      {
        "episode": {
          "episode_id": "091f23e469c74caf8cabfaaec140ac00",
          "goal": "Open TodayTix. Change the city to \"Boston\". Select the second show. Is there any age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8270788192749023,
        "action_similarity": 0.7238077521324158,
        "ui_similarity": 0.885710643384415
      }
    ],
    "query": {
      "episode_id": "bff107ad47d34a378b006c85f7857f6a",
      "goal": "Open TodayTix. Change the city to \"Chicago\". Select the first show on the home tab. What is the age restriction?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8723146716753641,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8086535930633545,
    "avg_ui_similarity": 0.9318359576346484
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "374299b7264a468f9bbac64f6408f6b4",
          "goal": "Open TodayTix. Change the city to \"London\". Select the third show available. What is the seat selection options available on May 20th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7370060086250305,
        "action_similarity": 0.6650741100311279,
        "ui_similarity": 0.8772227648006197
      },
      {
        "episode": {
          "episode_id": "2c017a317f7f4ee0b2ab36f43e478f0f",
          "goal": "Open TodayTix. Search \"Hamilton\". Specify the date as July 15th. Select 2 tickets. Proceed to check ticket availability.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7328473925590515,
        "action_similarity": 0.9169667959213257,
        "ui_similarity": 0.801515608448358
      },
      {
        "episode": {
          "episode_id": "31e2e3fdf08d4beaa0f478203569fe22",
          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.711991548538208,
        "action_similarity": 0.694465696811676,
        "ui_similarity": 0.8645850151378118
      }
    ],
    "query": {
      "episode_id": "1db68d6fd19442148cd05137d0ddb887",
      "goal": "Open TodayTix. Search for \"Hamilton\". What are the seat selection options available for the show on May 8th?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.72728164990743,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7588355342547098,
    "avg_ui_similarity": 0.8477744627955964
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "005dd86143954c44b7aaefaca890ad9d",
          "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9340665936470032,
        "action_similarity": 0.780976414680481,
        "ui_similarity": 0.8286873722172826
      },
      {
        "episode": {
          "episode_id": "bff107ad47d34a378b006c85f7857f6a",
          "goal": "Open TodayTix. Change the city to \"Chicago\". Select the first show on the home tab. What is the age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8270789384841919,
        "action_similarity": 0.7238077521324158,
        "ui_similarity": 0.885710643384415
      },
      {
        "episode": {
          "episode_id": "3cba52ce2f9e45d18bd765f4bece3419",
          "goal": "Open TodayTix. Choose city as \"Los Angeles\", select the second show available. Check the minimum age requirement for the show, if any.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.79571533203125,
        "action_similarity": 0.7905048727989197,
        "ui_similarity": 0.8946307526199678
      }
    ],
    "query": {
      "episode_id": "091f23e469c74caf8cabfaaec140ac00",
      "goal": "Open TodayTix. Change the city to \"Boston\". Select the second show. Is there any age restriction?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8522869547208151,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7650963465372721,
    "avg_ui_similarity": 0.8696762560738884
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "5a4aebe125014b01936eb26293df178f",
          "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.9657503366470337,
        "action_similarity": 0.8125471472740173,
        "ui_similarity": 0.9606328989755114
      },
      {
        "episode": {
          "episode_id": "7b0d71d236c147128a7bfde3e27e0efd",
          "goal": "Open TodayTix. Change the city to \"Sydney\". Select the third show on the list. What is the show runtime?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7897462844848633,
        "action_similarity": 0.6700268387794495,
        "ui_similarity": 0.9608818128636296
      },
      {
        "episode": {
          "episode_id": "14eeb4cbf4674199bbb878225d0773f4",
          "goal": "Open TodayTix. Change the city to \"London\". Select the third show on the list. What\"s the latest available timing?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7832527756690979,
        "action_similarity": 0.6784268617630005,
        "ui_similarity": 0.8795063011707095
      }
    ],
    "query": {
      "episode_id": "f90e3cd2319144f1a6205edb4937f1a0",
      "goal": "Open TodayTix. Change city to \"Sydney\". Choose the first show. What\"s the earliest available timing?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8462497989336649,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7203336159388224,
    "avg_ui_similarity": 0.9336736710032835
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "4d6473b0bdb344ee89a1a57dd2e626f4",
          "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $49. What is the date for the second show on the list?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8841054439544678,
        "action_similarity": 0.8295724391937256,
        "ui_similarity": 0.8889819106053377
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      {
        "episode": {
          "episode_id": "c80e7bcbf9eb46eab52d60d2f0eceec6",
          "goal": "Open TodayTix. Search \"Mother\". Filter the shows under $99. What is the date and time for the third show on the list?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7466377019882202,
        "action_similarity": 0.6893892288208008,
        "ui_similarity": 0.8360251118568706
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      {
        "episode": {
          "episode_id": "fc368057aa1847da9c214ff3febd7a82",
          "goal": "Open TodayTix. Search \"West End\". Filter the shows under £50. What is the show name of the first result?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7357557415962219,
        "action_similarity": 0.490608811378479,
        "ui_similarity": 0.8533681086729612
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    ],
    "query": {
      "episode_id": "b224cf93a5c54dabae8e6eb0abd03f50",
      "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $100. What is the show name and time of the first result?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.78883296251297,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6698568264643351,
    "avg_ui_similarity": 0.8594583770450566
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  {
    "app": "todaytix",
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      {
        "episode": {
          "episode_id": "139e6bd56be84476a8fcb60e9709fd54",
          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check the location.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.9382072687149048,
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      {
        "episode": {
          "episode_id": "cf5c7948bce54b348ffabfaa6ea3ef04",
          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check restrictions, if any.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8445185422897339,
        "action_similarity": 0.7092633247375488,
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      {
        "episode": {
          "episode_id": "d41c1d0d65c343eda226f5a1d44fc335",
          "goal": "Open TodayTix. Change the city to \"Los Angeles\", select the first show available. Check restrictions, if any.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8440840244293213,
        "action_similarity": 0.8219196200370789,
        "ui_similarity": 0.7878187029747721
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    "query": {
      "episode_id": "347fd8880e1f41038e54d26694b64ace",
      "goal": "Open TodayTix. Select \"Los Angeles\" as the city. Select the first show on the \"home\" tab. Check the location of the show.",
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      "domain": "Entertainment",
      "split": "train"
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    "avg_action_similarity": 0.8081615567207336,
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  {
    "app": "todaytix",
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        "episode": {
          "episode_id": "d41c1d0d65c343eda226f5a1d44fc335",
          "goal": "Open TodayTix. Change the city to \"Los Angeles\", select the first show available. Check restrictions, if any.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
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          "domain": "Entertainment",
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        "similarity": 0.6956071853637695,
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Boston\". Select the second show. Is there any age restriction?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6920448541641235,
        "action_similarity": 0.7261906266212463,
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      "episode_id": "b769e5292c194f83ad3aed310d924d5a",
      "goal": "Open TodayTix. Change the city to \"Brisbane\". Select the first show on the list. Check the age restrictions, if any.",
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      "domain": "Entertainment",
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        "episode": {
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          "goal": "Open TodayTix. Search \"The Lion King\". Specify the date as September 26th. Want 3 tickets. Proceed to check ticket prices range.",
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          "domain": "Entertainment",
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        "episode": {
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          "goal": "Open TodayTix. Search \"Lion King\" in New York. Specify the date as May 7th. Want 3 tickets. Proceed to check ticket prices range.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6343894004821777,
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      {
        "episode": {
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          "goal": "Open TodayTix. Search for \"Lion King\". What days are tickets available for purchase?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6242833137512207,
        "action_similarity": 0.7340441942214966,
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    "query": {
      "episode_id": "44de70c6d7664d2887a57c50ae0d26b2",
      "goal": "Open TodayTix. Search \"Phantom of the Opera\". Specify the date as August 7th. Want 2 tickets. Proceed to check ticket prices range.",
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      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
    "avg_action_similarity": 0.6888880928357443,
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  {
    "app": "todaytix",
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open TodayTix. Change city to \"Sydney\". Choose the first show. What\"s the earliest available timing?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7832527756690979,
        "action_similarity": 0.6784268617630005,
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Sydney\". Select the third show on the list. What is the show runtime?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7807950377464294,
        "action_similarity": 0.6602039337158203,
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    "query": {
      "episode_id": "14eeb4cbf4674199bbb878225d0773f4",
      "goal": "Open TodayTix. Change the city to \"London\". Select the third show on the list. What\"s the latest available timing?",
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      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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    "avg_ui_similarity": 0.8763087199380367
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  {
    "app": "todaytix",
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8521697521209717,
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Chicago\". Select the first show on the home tab. What is the age restriction?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.803519606590271,
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      {
        "episode": {
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          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7946531772613525,
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      "goal": "Open TodayTix. Change the city to \"New York\". Search for \"Back to the Future\". What is the age restriction for this show?",
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      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.8167808453241984,
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    "split": "train",
    "avg_action_similarity": 0.7456109722455343,
    "avg_ui_similarity": 0.8752214070676162
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  {
    "app": "todaytix",
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7916039824485779,
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        "episode": {
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          "goal": "Open TodayTix. Change city to \"Chicago\". What is the venue of the second show listed?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7772599458694458,
        "action_similarity": 0.8209619522094727,
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the third show available. What is the seat selection options available on May 20th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7684427499771118,
        "action_similarity": 0.65583336353302,
        "ui_similarity": 0.8684066508184746
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"London\". Select the first show in the recommendations. What is the venue?",
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      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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    "avg_ui_similarity": 0.8822952655887373
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  {
    "app": "todaytix",
    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Washington DC\". List the top three shows available.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7221257090568542,
        "action_similarity": 0.4460400342941284,
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\", select the first show available. Check restrictions, if any.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7163736820220947,
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check the location.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7103756070137024,
        "action_similarity": 0.46009594202041626,
        "ui_similarity": 0.8022767469110489
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    "query": {
      "episode_id": "d3a9d2d047e744368e74629bc8a86190",
      "goal": "Open TodayTix. Change the city to \"Toronto\". Select the second show on the home tab. Are there any special offers?",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7162916660308838,
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    "split": "train",
    "avg_action_similarity": 0.4660555919011434,
    "avg_ui_similarity": 0.8967342531894542
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  {
    "app": "todaytix",
    "support": [
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\", select the first show available. Check restrictions, if any.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.9481295347213745,
        "action_similarity": 0.7398033738136292,
        "ui_similarity": 0.8889470269052676
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check the location.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.9350723028182983,
        "action_similarity": 0.7391347885131836,
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      {
        "episode": {
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          "goal": "Open TodayTix. Select \"Los Angeles\" as the city. Select the first show on the \"home\" tab. Check the location of the show.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8445184230804443,
        "action_similarity": 0.7092633247375488,
        "ui_similarity": 0.8532696427716658
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    ],
    "query": {
      "episode_id": "cf5c7948bce54b348ffabfaa6ea3ef04",
      "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check restrictions, if any.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
    "avg_action_similarity": 0.7294004956881205,
    "avg_ui_similarity": 0.8677778297630376
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "31e2e3fdf08d4beaa0f478203569fe22",
          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6384891867637634,
        "action_similarity": 0.6894338130950928,
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the third show available. What is the seat selection options available on May 20th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6336159706115723,
        "action_similarity": 0.7023210525512695,
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      {
        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the second show in the first recommendation list. What is the ticket price range at 5:30PM, May 5th?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6290022730827332,
        "action_similarity": 0.5699869394302368,
        "ui_similarity": 0.7748337549788608
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    ],
    "query": {
      "episode_id": "99d19bae5e0143a0a5eba321ab41d246",
      "goal": "Open TodayTix. Select \"London\" as city. Search for \"Frozen\". Select 6 tickets for the earliest time. Proceed to check availability",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6337024768193563,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6539139350255331,
    "avg_ui_similarity": 0.7751505795894444
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  {
    "app": "todaytix",
    "support": [
      {
        "episode": {
          "episode_id": "ccbbde280c7f4b67ae82b77c20994386",
          "goal": "Open TodayTix. Search \"The Lion King\". Specify the date as September 26th. Want 3 tickets. Proceed to check ticket prices range.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8351902961730957,
        "action_similarity": 0.8609074950218201,
        "ui_similarity": 0.8278320975633078
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      {
        "episode": {
          "episode_id": "b0c1f08e53664926952ccc066864f075",
          "goal": "Open TodayTix. Search \"Lion King\" in New York. Specify the date as May 7th. Want 3 tickets. Proceed to check ticket prices range.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8110619783401489,
        "action_similarity": 0.856071949005127,
        "ui_similarity": 0.907172120423635
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      {
        "episode": {
          "episode_id": "e2cfe57a90134088b8319d802f0f021e",
          "goal": "Open TodayTix. Search for \"Lion King\". What days are tickets available for purchase?",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.79731684923172,
        "action_similarity": 0.8239018321037292,
        "ui_similarity": 0.8379920099805562
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    ],
    "query": {
      "episode_id": "bca9435426a248aba4959f4d5b924421",
      "goal": "Open TodayTix. Search \"The Lion King\". tell the duration of the show and the location of the show. Set the date to May 4. Set the ticket number to 3 at 8:00PM and proceed. What is the highest price and what is the lowest price.",
      "detected_app": "todaytix",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8145230412483215,
    "target_shot": 3,
    "split": "train",
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          "goal": "Open TodayTix. Search \"Titanique\". Check availability for 4 tickets at 3:00PM, August 18th.",
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          "goal": "Open TodayTix. Change the city to \"New York\". List the top three lottery shows in the recommendations.",
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        "similarity": 0.611513614654541,
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      "goal": "Open TodayTix. Search \"Titanique\". Are there any lottery options available for this show?",
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          "goal": "Open TodayTix. Search \"The Lion King\". Specify the date as September 26th. Want 3 tickets. Proceed to check ticket prices range.",
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          "goal": "Open TodayTix. Search \"The Lion King\". tell the duration of the show and the location of the show. Set the date to May 4. Set the ticket number to 3 at 8:00PM and proceed. What is the highest price and what is the lowest price.",
          "detected_app": "todaytix",
          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open TodayTix. Search for \"Lion King\". What days are tickets available for purchase?",
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          "goal": "Open TodayTix. Change the city to \"London\". Select the first show in the recommendations. What is the venue?",
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check the location.",
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    "query": {
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      "goal": "Open TodayTix. Change city to \"Chicago\". What is the venue of the second show listed?",
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      "goal": "Open TodayTix. Change the city to \"Chicago\". What is the date and run time for the top-recommanded?",
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          "domain": "Entertainment",
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          "goal": "Open TodayTix. Change the city to \"London\". Select the third show on the list. What\"s the latest available timing?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.641753077507019,
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      "goal": "Open TodayTix. Search \"Mother\". Filter the shows under $99. What is the date and time for the third show on the list?",
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          "goal": "Open TodayTix. Change the city to \"Sydney\". Choose the third show. What is the earliest and latest available timing?",
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        "similarity": 0.7807950377464294,
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"Sydney\". Select the third show on the list. What is the show runtime?",
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          "goal": "Open TodayTix. Check lottery shows and select the first one. How much is the lottery ticket?",
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          "goal": "Open TodayTix. Search \"Titanique\". Are there any lottery options available for this show?",
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        "action_similarity": 0.5088879466056824,
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    "query": {
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      "goal": "Open TodayTix. Search \"Musical\". Choose the first show. How to enter the lottery?",
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    "split": "train",
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        "episode": {
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    "query": {
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      "goal": "Open TodayTix. Check lottery shows and select the first one. How much is the lottery ticket?",
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      "domain": "Entertainment",
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    "split": "train",
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          "goal": "Open TodayTix. Choose \"New York\" as the city. Pick the first show on the list. What is the show duration?",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open TodayTix. Change city to \"Houston\". Select the first show on the list. What is the duration of the show?",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open TodayTix. Search \"Chicago\". Look up the show\"s duration.",
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    "query": {
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      "goal": "Open TodayTix. In \"Chicago\", choose the first show on the \"Home\" tab. What is the show duration?",
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    "avg_similarity": 0.8577447533607483,
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    "split": "train",
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  {
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          "goal": "Open TodayTix. Search \"Hamilton\". Specify the date as July 15th. Select 2 tickets. Proceed to check ticket availability.",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open TodayTix. Search \"Hamilton\". Set the date to June 1st. Set the ticket number to 2 at 7:00PM and proceed. What is the highest price and what is the lowest price?",
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          "domain": "Entertainment",
          "split": "train"
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        "ui_similarity": 0.8501479527597812
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    ],
    "query": {
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      "goal": "Open TodayTix. Search \"Hamilton\". Check if there is a lottery for discounted tickets available.",
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      "domain": "Entertainment",
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    "split": "train",
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  {
    "app": "todaytix",
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      "goal": "Open TodayTix. Search \"Wicked\". Find out the duration of the show. Add the show to the watchlist.",
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      "domain": "Entertainment",
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    "app": "todaytix",
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        "episode": {
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          "goal": "Open TodayTix. Search \"The Lion King\". Specify the date as September 26th. Want 3 tickets. Proceed to check ticket prices range.",
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          "goal": "Open TodayTix. Search for \"Lion King\". What days are tickets available for purchase?",
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          "goal": "Open TodayTix. Search \"The Lion King\". tell the duration of the show and the location of the show. Set the date to May 4. Set the ticket number to 3 at 8:00PM and proceed. What is the highest price and what is the lowest price.",
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      "episode_id": "b0c1f08e53664926952ccc066864f075",
      "goal": "Open TodayTix. Search \"Lion King\" in New York. Specify the date as May 7th. Want 3 tickets. Proceed to check ticket prices range.",
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      "domain": "Entertainment",
      "split": "train"
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          "goal": "Open TodayTix. Change the city to \"Toronto\". Select the second show on the home tab. Are there any special offers?",
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          "goal": "Open TodayTix. Check \"lottery & Rush\" for discounted ticket options.",
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        "episode": {
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      "goal": "Open TodayTix. Change the city to \"Toronto\". Check if any lottery tickets available.",
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        "episode": {
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          "goal": "Open TodayTix. Search \"West End\". Filter the shows under £50. What is the show name of the first result?",
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          "goal": "Open TodayTix. Change the city to \"London\". Select the first show in the recommendations. What is the venue?",
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        "episode": {
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          "goal": "Open TodayTix. Search \"Broadway\". Filter the shows under $100. What is the show name and time of the first result?",
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      "goal": "Open TodayTix. Select \"London\" as city. Filter for plays under 100 Euros. What is the name of the first show listed?",
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          "goal": "Open TodayTix. Change the city to \"Boston\". Select the second show. Is there any age restriction?",
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      "goal": "Open TodayTix. Change the city to \"New York\". Select the second show. Is there any age restriction?",
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  {
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        "episode": {
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          "goal": "Open TodayTix. Change city to \"Chicago\". What is the venue of the second show listed?",
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          "domain": "Entertainment",
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      "goal": "Open TodayTix. Search \"Chicago\". Check the seat selection options available for the show on 9:30PM, May 17th. Select Band A and proceed to purchasing options.",
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      "split": "train"
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  {
    "app": "todaytix",
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        "episode": {
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          "goal": "Open TodayTix. Check \"rush programs\" for discounted ticket options in \"Chicago\".",
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        "episode": {
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          "domain": "Entertainment",
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      {
        "episode": {
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          "goal": "Open TodayTix. Check lottery shows and select the first one. How much is the lottery ticket?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6908397674560547,
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    "query": {
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      "goal": "Open TodayTix. Check \"lottery & Rush\" for discounted ticket options.",
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          "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the third show available. What is the seat selection options available on May 20th?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.739871084690094,
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    "query": {
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      "goal": "Open TodayTix. Change the city to \"London\". Select the second show in the first recommendation list. What is the ticket price range at 5:30PM, May 5th?",
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      "domain": "Entertainment",
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  {
    "app": "todaytix",
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        "episode": {
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          "split": "train"
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        "episode": {
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          "domain": "Entertainment",
          "split": "train"
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    "query": {
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      "goal": "Open TodayTix. Search \"Six\" in New York. Specify the date as May 15th. Want 2 tickets. Proceed to check ticket prices range.",
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      "split": "train"
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    "k_shot": 3,
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    "app": "todaytix",
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check restrictions, if any.",
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          "domain": "Entertainment",
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"Los Angeles\". Choose the third show on the \"home\" tab. Check the location.",
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      {
        "episode": {
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          "goal": "Open TodayTix. Choose city as \"Los Angeles\", select the second show available. Check the minimum age requirement for the show, if any.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8461297750473022,
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    ],
    "query": {
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      "goal": "Open TodayTix. Change the city to \"Los Angeles\", select the first show available. Check restrictions, if any.",
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      "domain": "Entertainment",
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    "split": "train",
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    "app": "todaytix",
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        "episode": {
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          "goal": "Open TodayTix. Change city to \"Houston\". Select the first show on the list. What is the duration of the show?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7796646356582642,
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        "episode": {
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          "goal": "Open TodayTix. Change the city to \"London\". Select the third show on the list. What\"s the latest available timing?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7760733366012573,
        "action_similarity": 0.7381057739257812,
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      {
        "episode": {
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          "goal": "Open TodayTix. Choose \"New York\" as the city. Pick the first show on the list. What is the show duration?",
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          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7701321244239807,
        "action_similarity": 0.6721380352973938,
        "ui_similarity": 0.9000029532637175
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    ],
    "query": {
      "episode_id": "dfb201ca8ba741d7809109058feefbf3",
      "goal": "Open TodayTix. Select \"London\" as the city. Select the second show on the \"home\" tab. Check the duration of the show.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7752900322278341,
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          "goal": "Open TodayTix. Search for \"Lion King\". What days are tickets available for purchase?",
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      "goal": "Open TodayTix. Search \"The Lion King\". Specify the date as September 26th. Want 3 tickets. Proceed to check ticket prices range.",
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      "goal": "Open TodayTix. Change the city to \"London\". Select the first show available. What is the seat selection options available at 2:30PM, June 6th?",
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          "domain": "Productivity & Tools",
          "split": "train"
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    "query": {
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      "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8765702247619629,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8125342726707458,
    "avg_ui_similarity": 0.411714041514543
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8398623466491699,
        "action_similarity": 0.8544932007789612,
        "ui_similarity": 0.7486829198349044
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      {
        "episode": {
          "episode_id": "25762dfd2d1b4fd9b53607e2ed27695c",
          "goal": "Open AquaMail. Navigate to your \"Drafts\" folder and discard the latest draft email.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8386844396591187,
        "action_similarity": 0.8186520338058472,
        "ui_similarity": 0.741544230753288
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      {
        "episode": {
          "episode_id": "a811f7521eb641b19d479f594fd5448b",
          "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8015449047088623,
        "action_similarity": 0.7011549472808838,
        "ui_similarity": 0.5452188309329258
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    ],
    "query": {
      "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
      "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8266972303390503,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7914333939552307,
    "avg_ui_similarity": 0.6784819938403728
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.869866132736206,
        "action_similarity": 0.9409177303314209,
        "ui_similarity": 0.9559158167689067
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      {
        "episode": {
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          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7732598185539246,
        "action_similarity": 0.7371343374252319,
        "ui_similarity": 0.8917228405642409
      },
      {
        "episode": {
          "episode_id": "bffe6ce307124ee79201aa9c32dc1cf3",
          "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7517796754837036,
        "action_similarity": 0.5023465752601624,
        "ui_similarity": 0.2588511814406858
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    ],
    "query": {
      "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
      "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7983018755912781,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7267995476722717,
    "avg_ui_similarity": 0.7021632795912778
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7973459362983704,
        "action_similarity": 0.7312462329864502,
        "ui_similarity": 0.7291002731216334
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      {
        "episode": {
          "episode_id": "47b4dfbfc9eb49d7bbaf65a62ac0cf2e",
          "goal": "Open AquaMail. Select all emails from 'mail.aliexpress.com', then move them into Spam mailbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7743218541145325,
        "action_similarity": 0.7915704846382141,
        "ui_similarity": 0.9111257174199267
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      {
        "episode": {
          "episode_id": "f1e67c8403c845d2a029331a5671e15c",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7626469135284424,
        "action_similarity": 0.754706859588623,
        "ui_similarity": 0.93523583015491
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    ],
    "query": {
      "episode_id": "3dae0c27e9d04867b4f09cc4ecccc352",
      "goal": "Open AquaMail. Check the email in the 'Spam' folder. If there is any email from 'Bank of America', move it to the 'Inbox' folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7781049013137817,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7591745257377625,
    "avg_ui_similarity": 0.8584872735654899
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
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      {
        "episode": {
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          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8040390014648438,
        "action_similarity": 0.9034561514854431,
        "ui_similarity": 0.9938275249964847
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      {
        "episode": {
          "episode_id": "098d1006781e47e5b3d46466a5426444",
          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7910088300704956,
        "action_similarity": 0.9419932961463928,
        "ui_similarity": 0.8205270032197838
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    ],
    "query": {
      "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
      "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8216379880905151,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9287890593210856,
    "avg_ui_similarity": 0.9234234483283922
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "abc72d7868d94e3a88b0ded69b28af5e",
          "goal": "Open AquaMail. Download and save the attachment file of the first email in the inbox on your device.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7910524010658264,
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      {
        "episode": {
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          "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7448649406433105,
        "action_similarity": 0.5530689358711243,
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      {
        "episode": {
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          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7165790796279907,
        "action_similarity": 0.5665465593338013,
        "ui_similarity": 0.7470446712975811
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    ],
    "query": {
      "episode_id": "c0064a8318ec496194c971134e124e77",
      "goal": "Open AquaMail. Download and save all attachments from the email with subject \"Project Files\" in the inbox on your device.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7508321404457092,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6800201535224915,
    "avg_ui_similarity": 0.6147833048565533
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "51d11087edf34786a4ef3e5c07a8a117",
          "goal": "Open AquaMail. Change the theme of the app to \"Light Mode\" in the settings.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9875418543815613,
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      {
        "episode": {
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          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9314769506454468,
        "action_similarity": 0.9928982257843018,
        "ui_similarity": 0.8942336577994968
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      {
        "episode": {
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          "goal": "Open AquaMail. Change the theme of the app to dark mode.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.91746985912323,
        "action_similarity": 0.983153223991394,
        "ui_similarity": 0.9763413589116661
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    ],
    "query": {
      "episode_id": "239b2383987e454d8deb6f41a643ad4e",
      "goal": "Open AquaMail. Open the application settings. Shift the theme of the app to \"Light Mode\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9454962213834127,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9785999854405721,
    "avg_ui_similarity": 0.950645915676613
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "3b1c451c27b4470fb31cd7f9427bd245",
          "goal": "Open AquaMail. Reply to the latest email with 'See you at 5 PM tomorrow'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6740279793739319,
        "action_similarity": 0.6391093134880066,
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      {
        "episode": {
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          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6570200324058533,
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      {
        "episode": {
          "episode_id": "cbc5f273050741fd88506ccfbd77024c",
          "goal": "Open AquaMail. Reply to the latest email from ‘crew@email.novelshipI.com’. The content of the reply should be ‘I am currently working on this and will provide it by EOD’.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6544569730758667,
        "action_similarity": 0.6910704374313354,
        "ui_similarity": 0.3578404205222129
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    ],
    "query": {
      "episode_id": "bbe4aa895cfd45a88548b777b7334d5e",
      "goal": "Open AquaMail. Compose a new email to 'info@farfetch.com' with the subject 'Order Inquiry' and body 'I would like to know about my order status.' You can attach a screenshot from your gallery.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6618349949518839,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.644456128279368,
    "avg_ui_similarity": 0.7416456091763918
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8778684139251709,
        "action_similarity": 0.9164484143257141,
        "ui_similarity": 0.6828285382403996
      },
      {
        "episode": {
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8693705797195435,
        "action_similarity": 0.9103637933731079,
        "ui_similarity": 0.8776579452586316
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      {
        "episode": {
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          "goal": "Open AquaMail. From the Junk mail, move all emails with \"Important\" in subject back to the Inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8294722437858582,
        "action_similarity": 0.9667474031448364,
        "ui_similarity": 0.8923688959262644
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    ],
    "query": {
      "episode_id": "d697af43c2ad451d8db1589b11d4f9ff",
      "goal": "Open AquaMail. From the Spam mailbox, move any email containing \"Comfortable\" in the subject back to the Inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8589037458101908,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9311865369478861,
    "avg_ui_similarity": 0.8176184598084318
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c0064a8318ec496194c971134e124e77",
          "goal": "Open AquaMail. Download and save all attachments from the email with subject \"Project Files\" in the inbox on your device.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.791052520275116,
        "action_similarity": 0.9204449653625488,
        "ui_similarity": 0.8028976812426688
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      {
        "episode": {
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          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7701739072799683,
        "action_similarity": 0.6212114691734314,
        "ui_similarity": 0.9099202082306045
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      {
        "episode": {
          "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
          "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7566744089126587,
        "action_similarity": 0.6461789011955261,
        "ui_similarity": 0.61820194579422
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    ],
    "query": {
      "episode_id": "abc72d7868d94e3a88b0ded69b28af5e",
      "goal": "Open AquaMail. Download and save the attachment file of the first email in the inbox on your device.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7726336121559143,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7292784452438354,
    "avg_ui_similarity": 0.7770066117558311
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
          "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8137384653091431,
        "action_similarity": 0.7997493743896484,
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      {
        "episode": {
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          "goal": "Open AquaMail. Use \"Invoice Due\" as a keyword to search your emails, and order the results from newest to oldest.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7475740909576416,
        "action_similarity": 0.7882882356643677,
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      {
        "episode": {
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          "goal": "Open AquaMail. Search emails that containing 'Amazon'. Open the most recent email and archive it.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7133204936981201,
        "action_similarity": 0.751359224319458,
        "ui_similarity": 0.7103465100176992
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    ],
    "query": {
      "episode_id": "517a863a9ee24872893523aa6f6b497f",
      "goal": "Open AquaMail. Search emails from sender \"MyBank’. List all emails from the past 30 days.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7582110166549683,
    "target_shot": 3,
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    "avg_action_similarity": 0.7797989447911581,
    "avg_ui_similarity": 0.5800392991010058
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "7c7bc100c79f46e0b8539ccba8a6fdb1",
          "goal": "Open AquaMail. Enable the Text to speech feature for incoming emails",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9452273845672607,
        "action_similarity": 0.9637300968170166,
        "ui_similarity": 0.8718770460622854
      },
      {
        "episode": {
          "episode_id": "51bed100a253434faefed6bf221e87d3",
          "goal": "Open AquaMail. Use the app settings to activate the text-to-speech widget for new incoming emails.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9432675838470459,
        "action_similarity": 0.9536434412002563,
        "ui_similarity": 0.8313846666231595
      },
      {
        "episode": {
          "episode_id": "a811f7521eb641b19d479f594fd5448b",
          "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6213899850845337,
        "action_similarity": 0.6251626014709473,
        "ui_similarity": 0.4807605908871686
      }
    ],
    "query": {
      "episode_id": "c2d59dbabef04b4ca53f5a9752bd80d0",
      "goal": "Open AquaMail. Activate text-to-speech feature for new incoming emails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8366283178329468,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8475120464960734,
    "avg_ui_similarity": 0.7280074345242045
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "a4d34e4bd31f4fe8888dce5b91ba4877",
          "goal": "Open AquaMail. Compose a new email to \"jessica@example.com\" with the subject \"Project Update\" using bold and Calibri formatting.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7415403127670288,
        "action_similarity": 0.9181700348854065,
        "ui_similarity": 0.9510332211956003
      },
      {
        "episode": {
          "episode_id": "098d1006781e47e5b3d46466a5426444",
          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6371986269950867,
        "action_similarity": 0.8291927576065063,
        "ui_similarity": 0.8651923732691778
      },
      {
        "episode": {
          "episode_id": "bffe6ce307124ee79201aa9c32dc1cf3",
          "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6279743909835815,
        "action_similarity": 0.38836419582366943,
        "ui_similarity": 0.2278384011808248
      }
    ],
    "query": {
      "episode_id": "9f407c4f51b540d29c4be067fcb9f165",
      "goal": "Open AquaMail. In the rich text editor, compose a new email with the following content in bold and calibri font: \"Urgent: Project Deadline has been preponed to next Monday.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.668904443581899,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7119089961051941,
    "avg_ui_similarity": 0.6813546652152009
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "a811f7521eb641b19d479f594fd5448b",
          "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7390618920326233,
        "action_similarity": 0.7182825207710266,
        "ui_similarity": 0.7756235270000784
      },
      {
        "episode": {
          "episode_id": "cbc5f273050741fd88506ccfbd77024c",
          "goal": "Open AquaMail. Reply to the latest email from ‘crew@email.novelshipI.com’. The content of the reply should be ‘I am currently working on this and will provide it by EOD’.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7145628929138184,
        "action_similarity": 0.9517888426780701,
        "ui_similarity": 0.3342581308198079
      },
      {
        "episode": {
          "episode_id": "bca3c13859df4184ad6e28d5a31f3a09",
          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6954594850540161,
        "action_similarity": 0.8149570226669312,
        "ui_similarity": 0.914427558264172
      }
    ],
    "query": {
      "episode_id": "f5b78b2e88594b3a80de7667a9e2cdad",
      "goal": "Open AquaMail. Reply to the first email from Quora with content 'Noted and Understood.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.716361423333486,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8283427953720093,
    "avg_ui_similarity": 0.6747697386946861
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9542900323867798,
        "action_similarity": 0.9858912229537964,
        "ui_similarity": 0.8274539021273396
      },
      {
        "episode": {
          "episode_id": "97d69c258a0443b3b8aaf2fe37419e69",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9259686470031738,
        "action_similarity": 0.9759973883628845,
        "ui_similarity": 0.9770804755309896
      },
      {
        "episode": {
          "episode_id": "7385b2cec2644d53babd661917feccf9",
          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to deleted.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.877728283405304,
        "action_similarity": 0.9189072847366333,
        "ui_similarity": 0.09909420039993089
      }
    ],
    "query": {
      "episode_id": "f1e67c8403c845d2a029331a5671e15c",
      "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9193289875984192,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9602652986844381,
    "avg_ui_similarity": 0.6345428593527535
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7355917096138,
        "action_similarity": 0.7410271167755127,
        "ui_similarity": 0.7550613914607556
      },
      {
        "episode": {
          "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
          "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7072576880455017,
        "action_similarity": 0.6357406377792358,
        "ui_similarity": 0.3681265043795577
      },
      {
        "episode": {
          "episode_id": "129e7ecbd5b04c72b00b508e4a8adba8",
          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7049710750579834,
        "action_similarity": 0.8304809331893921,
        "ui_similarity": 0.9060091560523084
      }
    ],
    "query": {
      "episode_id": "bcf8d5066f3544349fa69f1cb855fe0c",
      "goal": "Open AquaMail. Using the rich text editor, draft an email with a bullet list and an embedded image. Save it as draft.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7159401575724283,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7357495625813802,
    "avg_ui_similarity": 0.6763990172975406
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "d697af43c2ad451d8db1589b11d4f9ff",
          "goal": "Open AquaMail. From the Spam mailbox, move any email containing \"Comfortable\" in the subject back to the Inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8190022706985474,
        "action_similarity": 0.8966574668884277,
        "ui_similarity": 0.8541599577624515
      },
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8082952499389648,
        "action_similarity": 0.8100231885910034,
        "ui_similarity": 0.9045437459336207
      },
      {
        "episode": {
          "episode_id": "f1e67c8403c845d2a029331a5671e15c",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7979381084442139,
        "action_similarity": 0.8010531663894653,
        "ui_similarity": 0.8277739132390614
      }
    ],
    "query": {
      "episode_id": "ab93a064f49447a6a6e8bbeebd2af193",
      "goal": "Open AquaMail. From the Spam mailbox, move all emails containing 'Wish' in subject back to the Inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8084118763605753,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8359112739562988,
    "avg_ui_similarity": 0.8621592056450446
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "c31bcafc2faf42d592e6a49932ed19de",
          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6847490072250366,
        "action_similarity": 0.6372343301773071,
        "ui_similarity": 0.7838601143638103
      },
      {
        "episode": {
          "episode_id": "8f01bca3fddf4d92b8779cc9bd6b4f06",
          "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6705508232116699,
        "action_similarity": 0.5545528531074524,
        "ui_similarity": 0.9245454902602837
      },
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6651216745376587,
        "action_similarity": 0.6614704728126526,
        "ui_similarity": 0.6960464779971353
      }
    ],
    "query": {
      "episode_id": "6153984d0f914a6983190dec378ced7a",
      "goal": "Open AquaMail. Go to 'Settings'. Disable the push notification feature for new mails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6734738349914551,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6177525520324707,
    "avg_ui_similarity": 0.8014840275404097
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7646097540855408,
        "action_similarity": 0.9371688961982727,
        "ui_similarity": 0.9334704441605376
      },
      {
        "episode": {
          "episode_id": "fb1043ae8bcb42f99d4a1ca97f89613e",
          "goal": "Open AquaMail. Send a test email to yourself, with subject 'Test' and body 'This is a test email'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7602565288543701,
        "action_similarity": 0.9393535852432251,
        "ui_similarity": 0.972579354827717
      },
      {
        "episode": {
          "episode_id": "098d1006781e47e5b3d46466a5426444",
          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7197772860527039,
        "action_similarity": 0.9242590069770813,
        "ui_similarity": 0.7593296785824807
      }
    ],
    "query": {
      "episode_id": "9f41051519d946b5aa97b9d8dfbde4d2",
      "goal": "Open AquaMail. Compose and send an email to testautomation003@gmail.com with the subject 'Follow-up' and body content 'Hi, it was nice to meet you. Looking forward to our next meeting.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7482145229975382,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9335938294728597,
    "avg_ui_similarity": 0.8884598258569117
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "14eb85531f214e648b0ceeb86d904d44",
          "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7723338603973389,
        "action_similarity": 0.5865329504013062,
        "ui_similarity": 0.9047345904322803
      },
      {
        "episode": {
          "episode_id": "9c76d5c62a7642229d9240dff5e9fa01",
          "goal": "Open AquaMail. Use the search function to find all emails containing 'Invoice' in the subject. Then, move these emails to a new folder named 'Work1' you've created.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7195788025856018,
        "action_similarity": 0.6116410493850708,
        "ui_similarity": 0.9111720384366084
      },
      {
        "episode": {
          "episode_id": "b3c48cef59f1444a80b792b0e9ce0418",
          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6916658878326416,
        "action_similarity": 0.6129858493804932,
        "ui_similarity": 0.8959280283041107
      }
    ],
    "query": {
      "episode_id": "cbcb0041e90b42ff9ed95b1ae8b11976",
      "goal": "Open AquaMail. Compose a new email to \"test.mail@icloud.com\" with the subject \"Invoice Details\" and the content: \"Hello, Please find attached the invoice for the services.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7278595169385275,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.60371994972229,
    "avg_ui_similarity": 0.9039448857243331
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
          "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6573504209518433,
        "action_similarity": 0.8026922345161438,
        "ui_similarity": 0.04315954418523294
      },
      {
        "episode": {
          "episode_id": "119b0f5a4a1644139a7b17061b680a70",
          "goal": "Open AquaMail. Select the second email from 'Amazon'. Forward it to 'jane.doe@yahoo.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6517214775085449,
        "action_similarity": 0.7463359832763672,
        "ui_similarity": 0.5382203582142411
      },
      {
        "episode": {
          "episode_id": "2a0d9f73a06d4bc7a6d2637d97ed7313",
          "goal": "Open AquaMail. Search emails that contain \"Confirmation\". Mark the fifth one as starred.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6403971910476685,
        "action_similarity": 0.8385560512542725,
        "ui_similarity": 0.7187810663976604
      }
    ],
    "query": {
      "episode_id": "92a1eb272780434aabda55c9e35bb85b",
      "goal": "Open AquaMail. Use the search feature to find the email with subject 'shop'. Star the email for future reference",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6498230298360189,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7958614230155945,
    "avg_ui_similarity": 0.4333869895990448
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bc391aac29f74e51bab1ac6f20f0179e",
          "goal": "Open AquaMail. Go to the 'Drafts' folder. If there is any email, send the first one.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.866047739982605,
        "action_similarity": 0.8361383080482483,
        "ui_similarity": 0.9818831758899951
      },
      {
        "episode": {
          "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
          "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8386844396591187,
        "action_similarity": 0.8186520338058472,
        "ui_similarity": 0.7415442307532893
      },
      {
        "episode": {
          "episode_id": "c31bcafc2faf42d592e6a49932ed19de",
          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7331825494766235,
        "action_similarity": 0.7753511071205139,
        "ui_similarity": 0.8162189848010925
      }
    ],
    "query": {
      "episode_id": "25762dfd2d1b4fd9b53607e2ed27695c",
      "goal": "Open AquaMail. Navigate to your \"Drafts\" folder and discard the latest draft email.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8126382430394491,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8100471496582031,
    "avg_ui_similarity": 0.8465487971481256
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "321e18f398fe4cc7b45e8285cce2bb06",
          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9139695167541504,
        "action_similarity": 0.9781174659729004,
        "ui_similarity": 0.988661006912946
      },
      {
        "episode": {
          "episode_id": "a18be4714e9f4673a35b64d13f3e6196",
          "goal": "Open AquaMail. Change the theme of the app to dark mode.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8985686302185059,
        "action_similarity": 0.9493780136108398,
        "ui_similarity": 0.9167525170253756
      },
      {
        "episode": {
          "episode_id": "7af31758f25f4c57b749132aa1364402",
          "goal": "Open AquaMail. Change the theme to dark theme under settings.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8898838758468628,
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        "episode": {
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          "goal": "Open AquaMail. Compose and send an email to testautomation003@gmail.com with the subject 'Follow-up' and body content 'Hi, it was nice to meet you. Looking forward to our next meeting.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7602565288543701,
        "action_similarity": 0.9393535852432251,
        "ui_similarity": 0.9725793548277182
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    ],
    "query": {
      "episode_id": "fb1043ae8bcb42f99d4a1ca97f89613e",
      "goal": "Open AquaMail. Send a test email to yourself, with subject 'Test' and body 'This is a test email'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
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    "avg_action_similarity": 0.9402746160825094,
    "avg_ui_similarity": 0.8278436989315844
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  {
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      {
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          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
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          "domain": "Productivity & Tools",
          "split": "train"
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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      {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "action_similarity": 0.7481076717376709,
        "ui_similarity": 0.8034808606975979
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    "query": {
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      "goal": "Open AquaMail. Search for emails with the keyword 'Invoice' and sort them by date.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
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    "avg_action_similarity": 0.8684154550234476,
    "avg_ui_similarity": 0.84131887963252
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  {
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          "goal": "Open AquaMail. Enable the Text to speech feature for incoming emails",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.9001480937004089,
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          "split": "train"
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    "query": {
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      "goal": "Open AquaMail. Use the app settings to activate the text-to-speech widget for new incoming emails.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
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    "avg_action_similarity": 0.8577507336934408,
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  {
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      {
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          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
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      {
        "episode": {
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          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
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          "split": "train"
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    "query": {
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      "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to deleted.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "avg_ui_similarity": 0.24122937785521092
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  {
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      {
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          "goal": "Open AquaMail. Activate text-to-speech feature for new incoming emails.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
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          "goal": "Open AquaMail. Use the app settings to activate the text-to-speech widget for new incoming emails.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
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          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
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          "domain": "Productivity & Tools",
          "split": "train"
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    "query": {
      "episode_id": "7c7bc100c79f46e0b8539ccba8a6fdb1",
      "goal": "Open AquaMail. Enable the Text to speech feature for incoming emails",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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  {
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          "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
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          "domain": "Productivity & Tools",
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      {
        "episode": {
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          "goal": "Open AquaMail. Send a test email to yourself, with subject 'Test' and body 'This is a test email'.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
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      {
        "episode": {
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          "goal": "Open AquaMail. Archive all emails from the sender \"testappiumoo2@gmail.com\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8136538863182068,
        "action_similarity": 0.6892945766448975,
        "ui_similarity": 0.5116545166647274
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    "query": {
      "episode_id": "e9bd86ac534c457fa18f7f3cf5cf8047",
      "goal": "Open AquaMail. Send an email to \"testappium002@gmail.com\" with subject \"Test Email\" and write \"this is a test email\" in main content.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8603751063346863,
    "avg_ui_similarity": 0.5115298150564347
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  {
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          "goal": "Open AquaMail. From the Spam mailbox, move any email containing \"Comfortable\" in the subject back to the Inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8294721841812134,
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        "episode": {
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          "goal": "Open AquaMail. Archive the first email from \"Quora\". Then empty the Junk mailbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8034042119979858,
        "action_similarity": 0.7735516428947449,
        "ui_similarity": 0.832828230571869
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      {
        "episode": {
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          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7847652435302734,
        "action_similarity": 0.710954487323761,
        "ui_similarity": 0.3866316655393447
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    "query": {
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      "goal": "Open AquaMail. From the Junk mail, move all emails with \"Important\" in subject back to the Inbox.",
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      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8170845111211141,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7995208501815796,
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          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7457451224327087,
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        "episode": {
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          "goal": "Open AquaMail. Send an email to john.smith@gmail.com with the subject \"Reminder\" and the body \"This email is to remind you about the upcoming webinar.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7410402297973633,
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      "goal": "Open AquaMail. Compose a new email to 'johndoe@example.com'. The subject is 'Meeting Reminder'. The content is 'Don't forget about our meeting tomorrow at 10 AM'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.906937301158905,
    "avg_ui_similarity": 0.9128492076207028
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  {
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.9512385129928589,
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          "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
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        "episode": {
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          "goal": "Open AquaMail. Change the theme of the message widgets to \"Dark Mode\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9164700508117676,
        "action_similarity": 0.9707377552986145,
        "ui_similarity": 0.8872047074189221
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    "query": {
      "episode_id": "7af31758f25f4c57b749132aa1364402",
      "goal": "Open AquaMail. Change the theme to dark theme under settings.",
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      "domain": "Productivity & Tools",
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  {
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          "split": "train"
        },
        "similarity": 0.7523728013038635,
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      {
        "episode": {
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7218295335769653,
        "action_similarity": 0.7451980710029602,
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    "query": {
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      "goal": "Open AquaMail. Search emails that contain \"Verification\". Delete the third one. Flag the first one. Archive the second one.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
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    "avg_ui_similarity": 0.4474675179091075
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  {
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        "episode": {
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          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.795178234577179,
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      {
        "episode": {
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          "goal": "Open AquaMail. Read the second email in inbox, then move it to the starred folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7885733842849731,
        "action_similarity": 0.6383036375045776,
        "ui_similarity": 0.9514726935693254
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    ],
    "query": {
      "episode_id": "e70df727e7c848a8b0af14a80840acd4",
      "goal": "Open AquaMail. Delete the second email in inbox. And reply the third email with content \"Got it!\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
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    "avg_action_similarity": 0.6875979502995809,
    "avg_ui_similarity": 0.9236733743209782
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "f1e67c8403c845d2a029331a5671e15c",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8734597563743591,
        "action_similarity": 0.9373185634613037,
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      {
        "episode": {
          "episode_id": "703579bd938b4145bb48d65347c0a4a2",
          "goal": "Open AquaMail. Create a new folder \"Work1\" and move all emails from spam folder to this folder",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8653390407562256,
        "action_similarity": 0.862699568271637,
        "ui_similarity": 0.7410720486197722
      },
      {
        "episode": {
          "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8550693988800049,
        "action_similarity": 0.944015622138977,
        "ui_similarity": 0.594929173286963
      }
    ],
    "query": {
      "episode_id": "bf7378e14f764e5881b4f75300e04bd7",
      "goal": "Open AquaMail. Move all mails from \"Spam\" to \"Inbox\" folder",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8646227320035299,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9146779179573059,
    "avg_ui_similarity": 0.6792180501840801
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "e9bd86ac534c457fa18f7f3cf5cf8047",
          "goal": "Open AquaMail. Send an email to \"testappium002@gmail.com\" with subject \"Test Email\" and write \"this is a test email\" in main content.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8783236742019653,
        "action_similarity": 0.9299618005752563,
        "ui_similarity": 0.5102836644298134
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      {
        "episode": {
          "episode_id": "fb1043ae8bcb42f99d4a1ca97f89613e",
          "goal": "Open AquaMail. Send a test email to yourself, with subject 'Test' and body 'This is a test email'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8085572719573975,
        "action_similarity": 0.919601321220398,
        "ui_similarity": 0.99830047789227
      },
      {
        "episode": {
          "episode_id": "9e5c22bbf5c84ca08637965e5426ca00",
          "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is 'Meeting Agenda'. The main content is 'Attached is the agenda for tomorrow's meeting.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7539458870887756,
        "action_similarity": 0.935219407081604,
        "ui_similarity": 0.8613936746143361
      }
    ],
    "query": {
      "episode_id": "6bf6e4012cf648ec856628d934884635",
      "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8136089444160461,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9282608429590861,
    "avg_ui_similarity": 0.7899926056454731
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "bf7378e14f764e5881b4f75300e04bd7",
          "goal": "Open AquaMail. Move all mails from \"Spam\" to \"Inbox\" folder",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8653390407562256,
        "action_similarity": 0.862699568271637,
        "ui_similarity": 0.7410720486197697
      },
      {
        "episode": {
          "episode_id": "bbfecb5913f24c60b99f56ccf3f2f055",
          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8426945805549622,
        "action_similarity": 0.6412429809570312,
        "ui_similarity": 0.27464214679352694
      },
      {
        "episode": {
          "episode_id": "f1e67c8403c845d2a029331a5671e15c",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8348763585090637,
        "action_similarity": 0.7526305913925171,
        "ui_similarity": 0.8308886113548463
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    ],
    "query": {
      "episode_id": "703579bd938b4145bb48d65347c0a4a2",
      "goal": "Open AquaMail. Create a new folder \"Work1\" and move all emails from spam folder to this folder",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8476366599400839,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7521910468737284,
    "avg_ui_similarity": 0.6155342689227142
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "9768874d0aa4482b94cd474e2d228130",
          "goal": "Open AquaMail. Search for \"verification\" and select the most recent email sent by \"Novelship\". Star it.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.731625497341156,
        "action_similarity": 0.7327121496200562,
        "ui_similarity": 0.88188730464474
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      {
        "episode": {
          "episode_id": "bca3c13859df4184ad6e28d5a31f3a09",
          "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.718660295009613,
        "action_similarity": 0.8086592555046082,
        "ui_similarity": 0.36409293922759217
      },
      {
        "episode": {
          "episode_id": "f5b78b2e88594b3a80de7667a9e2cdad",
          "goal": "Open AquaMail. Reply to the first email from Quora with content 'Noted and Understood.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7145628929138184,
        "action_similarity": 0.9517888426780701,
        "ui_similarity": 0.33425813081980765
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    ],
    "query": {
      "episode_id": "cbc5f273050741fd88506ccfbd77024c",
      "goal": "Open AquaMail. Reply to the latest email from ‘crew@email.novelshipI.com’. The content of the reply should be ‘I am currently working on this and will provide it by EOD’.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7216162284215292,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8310534159342448,
    "avg_ui_similarity": 0.5267461248973799
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "f84dc032e88244e19ea517614bf92dfa",
          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7922189235687256,
        "action_similarity": 0.79697585105896,
        "ui_similarity": 0.9286460335614166
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      {
        "episode": {
          "episode_id": "fae32c5a988948bdb977e388ee022716",
          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7417831420898438,
        "action_similarity": 0.6698116064071655,
        "ui_similarity": 0.9206454597081666
      },
      {
        "episode": {
          "episode_id": "97d69c258a0443b3b8aaf2fe37419e69",
          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.740422248840332,
        "action_similarity": 0.6064221858978271,
        "ui_similarity": 0.8267507496182538
      }
    ],
    "query": {
      "episode_id": "119b0f5a4a1644139a7b17061b680a70",
      "goal": "Open AquaMail. Select the second email from 'Amazon'. Forward it to 'jane.doe@yahoo.com'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7581414381663004,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6910698811213175,
    "avg_ui_similarity": 0.8920140809626123
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "e51a3ab73f1c4b59ac32420238827eb9",
          "goal": "Open AquaMail. From the Junk mail, move all emails with \"Important\" in subject back to the Inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8034042119979858,
        "action_similarity": 0.7735516428947449,
        "ui_similarity": 0.8328282305718683
      },
      {
        "episode": {
          "episode_id": "8f01bca3fddf4d92b8779cc9bd6b4f06",
          "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7641139030456543,
        "action_similarity": 0.6067577004432678,
        "ui_similarity": 0.8962611094814399
      },
      {
        "episode": {
          "episode_id": "bbfecb5913f24c60b99f56ccf3f2f055",
          "goal": "Open AquaMail. Go to the Spam folder. Select all emails and move them to the Trash folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.763595461845398,
        "action_similarity": 0.6746661067008972,
        "ui_similarity": 0.3444964758333588
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    ],
    "query": {
      "episode_id": "360a14529ac64469a6d6f09459f89e27",
      "goal": "Open AquaMail. Archive the first email from \"Quora\". Then empty the Junk mailbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7770378589630127,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6849918166796366,
    "avg_ui_similarity": 0.6911952719622224
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
          "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7681095600128174,
        "action_similarity": 0.7026351690292358,
        "ui_similarity": 0.29215326861580165
      },
      {
        "episode": {
          "episode_id": "cbc5f273050741fd88506ccfbd77024c",
          "goal": "Open AquaMail. Reply to the latest email from ‘crew@email.novelshipI.com’. The content of the reply should be ‘I am currently working on this and will provide it by EOD’.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.731625497341156,
        "action_similarity": 0.7327121496200562,
        "ui_similarity": 0.88188730464474
      },
      {
        "episode": {
          "episode_id": "2a0d9f73a06d4bc7a6d2637d97ed7313",
          "goal": "Open AquaMail. Search emails that contain \"Confirmation\". Mark the fifth one as starred.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7186641693115234,
        "action_similarity": 0.8210448622703552,
        "ui_similarity": 0.16183139215040507
      }
    ],
    "query": {
      "episode_id": "9768874d0aa4482b94cd474e2d228130",
      "goal": "Open AquaMail. Search for \"verification\" and select the most recent email sent by \"Novelship\". Star it.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7394664088884989,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7521307269732157,
    "avg_ui_similarity": 0.44529065513698224
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "119b0f5a4a1644139a7b17061b680a70",
          "goal": "Open AquaMail. Select the second email from 'Amazon'. Forward it to 'jane.doe@yahoo.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7205430865287781,
        "action_similarity": 0.7074622511863708,
        "ui_similarity": 0.7977734490937863
      },
      {
        "episode": {
          "episode_id": "517a863a9ee24872893523aa6f6b497f",
          "goal": "Open AquaMail. Search emails from sender \"MyBank’. List all emails from the past 30 days.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7133204936981201,
        "action_similarity": 0.751359224319458,
        "ui_similarity": 0.7103465100176993
      },
      {
        "episode": {
          "episode_id": "85fe099398ae467d8a13241f8024031a",
          "goal": "Open AquaMail. Archive all emails from the sender \"testappiumoo2@gmail.com\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7116973996162415,
        "action_similarity": 0.8368899822235107,
        "ui_similarity": 0.7316516044208056
      }
    ],
    "query": {
      "episode_id": "46bf4946f93c41df811851e6cc56124a",
      "goal": "Open AquaMail. Search emails that containing 'Amazon'. Open the most recent email and archive it.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7151869932810465,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7652371525764465,
    "avg_ui_similarity": 0.7465905211774304
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "9c76d5c62a7642229d9240dff5e9fa01",
          "goal": "Open AquaMail. Use the search function to find all emails containing 'Invoice' in the subject. Then, move these emails to a new folder named 'Work1' you've created.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.872663140296936,
        "action_similarity": 0.8081787824630737,
        "ui_similarity": 0.9348439462437796
      },
      {
        "episode": {
          "episode_id": "b3c48cef59f1444a80b792b0e9ce0418",
          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7754385471343994,
        "action_similarity": 0.759790301322937,
        "ui_similarity": 0.9087589642522577
      },
      {
        "episode": {
          "episode_id": "cbcb0041e90b42ff9ed95b1ae8b11976",
          "goal": "Open AquaMail. Compose a new email to \"test.mail@icloud.com\" with the subject \"Invoice Details\" and the content: \"Hello, Please find attached the invoice for the services.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7723338603973389,
        "action_similarity": 0.5865329504013062,
        "ui_similarity": 0.9047345904322782
      }
    ],
    "query": {
      "episode_id": "14eb85531f214e648b0ceeb86d904d44",
      "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8068118492762247,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7181673447291056,
    "avg_ui_similarity": 0.9161125003094385
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "83cc8d5ceeea4f02a282ff181a4c825b",
          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8040390014648438,
        "action_similarity": 0.9034561514854431,
        "ui_similarity": 0.9938275249964849
      },
      {
        "episode": {
          "episode_id": "ceb1a4d4f8a248358ee3cd8c25afd783",
          "goal": "Open AquaMail. Compose a new email to 'johndoe@example.com'. The subject is 'Meeting Reminder'. The content is 'Don't forget about our meeting tomorrow at 10 AM'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7995208501815796,
        "action_similarity": 0.9038769602775574,
        "ui_similarity": 0.9599388465319926
      },
      {
        "episode": {
          "episode_id": "098d1006781e47e5b3d46466a5426444",
          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7600175142288208,
        "action_similarity": 0.8754854798316956,
        "ui_similarity": 0.8709562700130503
      }
    ],
    "query": {
      "episode_id": "3edbdb843e3e47bc95eb0dca69a5740d",
      "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7878591219584147,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8942728638648987,
    "avg_ui_similarity": 0.941574213847176
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "85fe099398ae467d8a13241f8024031a",
          "goal": "Open AquaMail. Archive all emails from the sender \"testappiumoo2@gmail.com\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9886502027511597,
        "action_similarity": 0.9325501918792725,
        "ui_similarity": 0.8335869331629449
      },
      {
        "episode": {
          "episode_id": "e9bd86ac534c457fa18f7f3cf5cf8047",
          "goal": "Open AquaMail. Send an email to \"testappium002@gmail.com\" with subject \"Test Email\" and write \"this is a test email\" in main content.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.806482195854187,
        "action_similarity": 0.6756747364997864,
        "ui_similarity": 0.31315961783007246
      },
      {
        "episode": {
          "episode_id": "6bf6e4012cf648ec856628d934884635",
          "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7408411502838135,
        "action_similarity": 0.5812368392944336,
        "ui_similarity": 0.8584427243104059
      }
    ],
    "query": {
      "episode_id": "ca72ce9cfb58416e900466b1bf040875",
      "goal": "Open AquaMail. Archive all the emails from the sender 'testappium002@gmail.com'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8453245162963867,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7298205892244974,
    "avg_ui_similarity": 0.6683964251011411
  },
  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "a0b15b65c9f0431db23d6d3ddce03fad",
          "goal": "Open AquaMail. Open the \"Drafts\" mailbox and mark all emails as read.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8015449047088623,
        "action_similarity": 0.7011549472808838,
        "ui_similarity": 0.5452188309329269
      },
      {
        "episode": {
          "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
          "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7873626351356506,
        "action_similarity": 0.7589162588119507,
        "ui_similarity": 0.9934485564696001
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      {
        "episode": {
          "episode_id": "c31bcafc2faf42d592e6a49932ed19de",
          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7743920087814331,
        "action_similarity": 0.6898971796035767,
        "ui_similarity": 0.9674650016689634
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    ],
    "query": {
      "episode_id": "a811f7521eb641b19d479f594fd5448b",
      "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7877665162086487,
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    "avg_action_similarity": 0.7166561285654703,
    "avg_ui_similarity": 0.8353774630238302
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7149103283882141,
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      {
        "episode": {
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7015317678451538,
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      {
        "episode": {
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          "goal": "Open AquaMail. Select the lastest email from \"Quora\" and flag it. Then filter the inbox by flagged emails. Show the sender address of the first email.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6976586580276489,
        "action_similarity": 0.7290382981300354,
        "ui_similarity": 0.7115450582666801
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    ],
    "query": {
      "episode_id": "823c7f57630946359e7da7a4a7afc4d6",
      "goal": "Open AquaMail. Flag the second email in the 'Work1' folder. Sort the Sent folder by stared emails.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.704700251420339,
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    "avg_action_similarity": 0.7027487953503927,
    "avg_ui_similarity": 0.7848159206966772
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7517796754837036,
        "action_similarity": 0.5023465752601624,
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      {
        "episode": {
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          "goal": "Open AquaMail. Download and save all attachments from the email with subject \"Project Files\" in the inbox on your device.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7448650002479553,
        "action_similarity": 0.5530689358711243,
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      {
        "episode": {
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          "goal": "Open AquaMail. Compose a new email to \"jessica@example.com\" with the subject \"Project Update\" using bold and Calibri formatting.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6990879774093628,
        "action_similarity": 0.43312275409698486,
        "ui_similarity": 0.20536983374127296
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    "query": {
      "episode_id": "bffe6ce307124ee79201aa9c32dc1cf3",
      "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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    "avg_action_similarity": 0.49617942174275714,
    "avg_ui_similarity": 0.2528761924037895
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  {
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    "support": [
      {
        "episode": {
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
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      {
        "episode": {
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          "goal": "Open AquaMail. In the rich text editor, compose a new email with the following content in bold and calibri font: \"Urgent: Project Deadline has been preponed to next Monday.\"",
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          "domain": "Productivity & Tools",
          "split": "train"
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      {
        "episode": {
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          "domain": "Productivity & Tools",
          "split": "train"
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        "action_similarity": 0.9164894223213196,
        "ui_similarity": 0.8399384299831952
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    "query": {
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      "goal": "Open AquaMail. Compose a new email to \"jessica@example.com\" with the subject \"Project Update\" using bold and Calibri formatting.",
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      "domain": "Productivity & Tools",
      "split": "train"
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  {
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          "goal": "Open AquaMail. Delete the second email in inbox. And reply the third email with content \"Got it!\"",
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          "split": "train"
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        "episode": {
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
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        "episode": {
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7709692716598511,
        "action_similarity": 0.6406798362731934,
        "ui_similarity": 0.8543808782042353
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      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
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  {
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          "goal": "Open AquaMail. Delete all emails in the 'Trash' folder.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8919612169265747,
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          "domain": "Productivity & Tools",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open AquaMail. Delete the email from 'noreply@eventbrite.com' located in the inbox folder.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8159494996070862,
        "action_similarity": 0.8278919458389282,
        "ui_similarity": 0.6521585920088586
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      "domain": "Productivity & Tools",
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    "k_shot": 3,
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  {
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          "domain": "Productivity & Tools",
          "split": "train"
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        "episode": {
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6980549097061157,
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      {
        "episode": {
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          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6370919942855835,
        "action_similarity": 0.8739835023880005,
        "ui_similarity": 0.7997810240846174
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    "query": {
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      "goal": "Open AquaMail. Using the rich text editor, draft a new email to 'contact@gmx.com' with subject 'App Feedback' with bold and Georgia formatting.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
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    "split": "train",
    "avg_action_similarity": 0.9046021898587545,
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search for emails with the keyword 'Invoice' and sort them by date.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8594160676002502,
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        "ui_similarity": 0.8231411823276404
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      {
        "episode": {
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          "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7726494073867798,
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        "ui_similarity": 0.8727839313437356
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      {
        "episode": {
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          "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7576242685317993,
        "action_similarity": 0.8680736422538757,
        "ui_similarity": 0.3513505243832075
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    ],
    "query": {
      "episode_id": "e77e13bf162246cead8368e06ba60064",
      "goal": "Open AquaMail. Use \"Invoice Due\" as a keyword to search your emails, and order the results from newest to oldest.",
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      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7965632478396097,
    "target_shot": 3,
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    "avg_action_similarity": 0.9006295601526896,
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  {
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8100223541259766,
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        "episode": {
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7956618070602417,
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      {
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7630777955055237,
        "action_similarity": 0.5953792929649353,
        "ui_similarity": 0.7754649701911663
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    "query": {
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      "goal": "Open AquaMail. Reply to the fifth email in the inbox.",
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    "avg_ui_similarity": 0.8719413536095845
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  {
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          "detected_app": "aquamail",
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          "split": "train"
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        "similarity": 0.795178234577179,
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      {
        "episode": {
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          "goal": "Open AquaMail. Select the second email from 'Amazon'. Forward it to 'jane.doe@yahoo.com'.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7922189235687256,
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      {
        "episode": {
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.778436541557312,
        "action_similarity": 0.6654918789863586,
        "ui_similarity": 0.8436472356807743
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    ],
    "query": {
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      "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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    "avg_ui_similarity": 0.8951312136280584
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  {
    "app": "aquamail",
    "support": [
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        "episode": {
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          "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7539458870887756,
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      {
        "episode": {
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          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.709756076335907,
        "action_similarity": 0.8829696178436279,
        "ui_similarity": 0.8883964612594906
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      {
        "episode": {
          "episode_id": "4fb890429e1d4f828a0f1a9bcdc6a7f4",
          "goal": "Open AquaMail. Search for emails containing the word 'Meeting'. Mark all as read.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6767733097076416,
        "action_similarity": 0.6205217838287354,
        "ui_similarity": 0.2676761508628061
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    ],
    "query": {
      "episode_id": "9e5c22bbf5c84ca08637965e5426ca00",
      "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is 'Meeting Agenda'. The main content is 'Attached is the agenda for tomorrow's meeting.'",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7134917577107748,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8129036029179891,
    "avg_ui_similarity": 0.6724887622455443
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
          "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
          "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7549403309822083,
        "action_similarity": 0.7286311984062195,
        "ui_similarity": 0.7121609097385715
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      {
        "episode": {
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          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7548055648803711,
        "action_similarity": 0.6305204033851624,
        "ui_similarity": 0.8274395340375267
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      {
        "episode": {
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          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.742579460144043,
        "action_similarity": 0.625789999961853,
        "ui_similarity": 0.8137681613194463
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    ],
    "query": {
      "episode_id": "d7970b9f7106409a9c2c1abf5970cf86",
      "goal": "Open AquaMail. Select the lastest email from \"Quora\" and flag it. Then filter the inbox by flagged emails. Show the sender address of the first email.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7507751186688741,
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    "avg_action_similarity": 0.6616472005844116,
    "avg_ui_similarity": 0.7844562016985148
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  {
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    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"newsletter\", select them all and move them to a newly created folder named \"Newsletters\".",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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          "detected_app": "aquamail",
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          "split": "train"
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        "similarity": 0.752609372138977,
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          "detected_app": "aquamail",
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          "split": "train"
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        "similarity": 0.7457257509231567,
        "action_similarity": 0.7319232225418091,
        "ui_similarity": 0.35646562259108305
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    "query": {
      "episode_id": "65eba20bd9e848fb8741550cf48584b1",
      "goal": "Open AquaMail. Using the search bar, find all emails containing the word 'newsletter'. Move them to spam.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
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    "avg_action_similarity": 0.7711953322092692,
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  {
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          "goal": "Open AquaMail. Compose a new mail to \"JohnSmith@gmail.com\". The subject should be \"Project Meeting\" and in the body write \"Hello John, Please confirm your availability for the project meeting\"",
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          "domain": "Productivity & Tools",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open AquaMail. Search for emails containing the word 'Meeting'. Mark all as read.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7327830791473389,
        "action_similarity": 0.599861204624176,
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    "query": {
      "episode_id": "098d1006781e47e5b3d46466a5426444",
      "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
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      "domain": "Productivity & Tools",
      "split": "train"
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    "avg_similarity": 0.761269748210907,
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    "avg_action_similarity": 0.8057799935340881,
    "avg_ui_similarity": 0.6488148142788014
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  {
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          "domain": "Productivity & Tools",
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          "split": "train"
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      "goal": "Open AquaMail. Change the theme of the app to dark mode.",
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  {
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          "goal": "Open AquaMail. Archive all the emails from the sender 'testappium002@gmail.com'.",
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      {
        "episode": {
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          "goal": "Open AquaMail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team.\".",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "action_similarity": 0.5950849652290344,
        "ui_similarity": 0.8118229002384153
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    "query": {
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      "goal": "Open AquaMail. Archive all emails from the sender \"testappiumoo2@gmail.com\".",
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      "split": "train"
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  {
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          "split": "train"
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      "goal": "Open AquaMail. Search for emails from 'Quora', then mark all the search results as stared.",
      "detected_app": "aquamail",
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      "split": "train"
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  {
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          "split": "train"
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        "episode": {
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          "goal": "Open AquaMail. Create new folder named \"ProjectUpdates1\" and move some emails into this folder.",
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          "domain": "Productivity & Tools",
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        "episode": {
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          "goal": "Open AquaMail. Create a new email, set recipient to 'johnsmith@gmail.com', subject to 'Project Progress', body to 'We have completed the first phase of the project'. Save it as a draft.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6149070262908936,
        "action_similarity": 0.5468094348907471,
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    "query": {
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      "goal": "Open AquaMail. Create a 'Social' folder in the app.",
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      "split": "train"
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  {
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          "split": "train"
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
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  {
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          "split": "train"
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      {
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    "query": {
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      "goal": "Open AquaMail. Select all emails from 'mail.aliexpress.com', then move them into Spam mailbox.",
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      "goal": "Open AquaMail. Open the app settings. Change the theme of the app to 'Dark Mode'.",
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          "goal": "Open AquaMail. Search emails from sender \"MyBank’. List all emails from the past 30 days.",
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          "goal": "Open AquaMail. Search for \"verification\" and select the most recent email sent by \"Novelship\". Star it.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7681095600128174,
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        "episode": {
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          "goal": "Open AquaMail. Use \"Invoice Due\" as a keyword to search your emails, and order the results from newest to oldest.",
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          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.7576242685317993,
        "action_similarity": 0.8680736422538757,
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    ],
    "query": {
      "episode_id": "ac2de190005c4ff69a0e310387de2c6b",
      "goal": "Open AquaMail. Search emails from sender \"Novelship’. List emails by reverse time.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
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    "avg_ui_similarity": 0.38636865614981425
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  {
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    "support": [
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        "episode": {
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          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9542902708053589,
        "action_similarity": 0.9858912229537964,
        "ui_similarity": 0.8274539021273386
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      {
        "episode": {
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8863547444343567,
        "action_similarity": 0.975770890712738,
        "ui_similarity": 0.8649155302171005
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      {
        "episode": {
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          "goal": "Open AquaMail. From the Spam mailbox, move any email containing \"Comfortable\" in the subject back to the Inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8778684139251709,
        "action_similarity": 0.9164484143257141,
        "ui_similarity": 0.6828285382403995
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    ],
    "query": {
      "episode_id": "255cd97c58c04b7aa64c825a5d010d9a",
      "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.9061711430549622,
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    "avg_action_similarity": 0.9593701759974161,
    "avg_ui_similarity": 0.7917326568616129
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Switch the view to the spam folder. Select the first email and move it back to the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.9259687066078186,
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      {
        "episode": {
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          "goal": "Open AquaMail. Flag the first email in the 'Spam' folder and move it to 'Inbox'.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8863546848297119,
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      {
        "episode": {
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          "goal": "Open AquaMail. Move all mails from \"Spam\" to \"Inbox\" folder",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8217392563819885,
        "action_similarity": 0.9465492367744446,
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    "query": {
      "episode_id": "97d69c258a0443b3b8aaf2fe37419e69",
      "goal": "Open AquaMail. Switch the view to the spam folder. Select the second email and relocate it to the inbox.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
    },
    "k_shot": 3,
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  {
    "app": "aquamail",
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        "episode": {
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          "goal": "Open AquaMail. Compose a new email to \"john.doe@gmail.com\" with the subject \"Meeting Update\" and the following content: \"Hello John, The meeting has been rescheduled to next Friday.\"",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
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        "episode": {
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          "goal": "Open AquaMail. Compose an email with subject 'Business Meeting' and body contents in bold font. Send it to 'john@gmail.com'.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7327830791473389,
        "action_similarity": 0.599861204624176,
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      {
        "episode": {
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          "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6985099911689758,
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    "query": {
      "episode_id": "4fb890429e1d4f828a0f1a9bcdc6a7f4",
      "goal": "Open AquaMail. Search for emails containing the word 'Meeting'. Mark all as read.",
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      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "aquamail",
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        "episode": {
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          "goal": "Open AquaMail. Select the last email in Inbox. Reply the email with 'I will be there.'",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.8677445650100708,
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      {
        "episode": {
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          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8322232961654663,
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      {
        "episode": {
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          "goal": "Open AquaMail. Read the first email. Then mark it as Unread.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7873626351356506,
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    "query": {
      "episode_id": "f747b3185bdf46d99a5be361b5b7b01a",
      "goal": "Open AquaMail. Mark the last email in the inbox as a favorite.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "aquamail",
    "support": [
      {
        "episode": {
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          "goal": "Open AquaMail. Search for emails with the keyword 'Invoice' and sort them by date.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.8967918753623962,
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      {
        "episode": {
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          "goal": "Open AquaMail. Search the inbox for emails containing the word \"invoice\", select all and move it to a newly created folder named \"Invoices\".",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7754385471343994,
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      {
        "episode": {
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          "goal": "Open AquaMail. Use \"Invoice Due\" as a keyword to search your emails, and order the results from newest to oldest.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.7726494073867798,
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    "query": {
      "episode_id": "b3c48cef59f1444a80b792b0e9ce0418",
      "goal": "Open AquaMail. Search emails that contain \"invoice\" and sort by unread first.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 3,
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  {
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        "episode": {
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          "goal": "Open AquaMail. Download and save the attachment file of the first email in the inbox on your device.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6814093589782715,
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          "goal": "Open AquaMail. Forward the first email in the inbox to a different email address.",
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          "domain": "Productivity & Tools",
          "split": "train"
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        "similarity": 0.6683325171470642,
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      {
        "episode": {
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          "goal": "Open AquaMail. Delete the last three emails in the inbox.",
          "detected_app": "aquamail",
          "domain": "Productivity & Tools",
          "split": "train"
        },
        "similarity": 0.6650559306144714,
        "action_similarity": 0.6429835557937622,
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    ],
    "query": {
      "episode_id": "ec55068adb424d10ab2d9db9dc1aa617",
      "goal": "Open AquaMail. In settings, sync the emails only when connected to Wi-Fi.",
      "detected_app": "aquamail",
      "domain": "Productivity & Tools",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "eventbrite",
    "support": [
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Sports\" category and view the recommended events. See the date of the first non-promoted event.",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Eventbrite. Set the city to Los Angeles. Select the second recommendation on the home tab. Follow the organizer and look for the time and date of the event.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6434713006019592,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Set the city to Los Angeles. Select the 'Food & Drink' category. What's the date of the first event that is not promoted?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6120586395263672,
        "action_similarity": 0.7960786819458008,
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    "query": {
      "episode_id": "c36ef2ec281b4d40839b2bf8f321a58b",
      "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Fashion\" category and view the recommended events. See the date of the first play and its venue.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.7756265004475912,
    "avg_ui_similarity": 0.9324438731400658
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
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          "goal": "Open Eventbrite. Set time to tomorrow. Clear all search filters. Select the third one in New York. Record its location and time in Google Keep Notes. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8109685778617859,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search Art event in New York. Select the second one. Record its location and time in Google Keep Notes. Follow the organizer.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7279489040374756,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search free events in New York. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6947926878929138,
        "action_similarity": 0.782252311706543,
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    ],
    "query": {
      "episode_id": "b2798d8b10cc4118ab8cf6648f8a4077",
      "goal": "Open Eventbrite. Search Music event in New York. Select the first one. Record its location and time in Google Keep Notes. Add it to Favorites.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
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    "avg_action_similarity": 0.8182652791341146,
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
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          "goal": "Open Eventbrite. Search Music event in New York. Select the first one. Record its location and time in Google Keep Notes. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8109685778617859,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search Art event in New York. Select the second one. Record its location and time in Google Keep Notes. Follow the organizer.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7232580184936523,
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      {
        "episode": {
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          "goal": "Open Eventbrite. Search free events in New York. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6347335577011108,
        "action_similarity": 0.8239138722419739,
        "ui_similarity": 0.9363911716973031
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    ],
    "query": {
      "episode_id": "182a9ea236924e9eb43ccbe82fd1506e",
      "goal": "Open Eventbrite. Set time to tomorrow. Clear all search filters. Select the third one in New York. Record its location and time in Google Keep Notes. Add it to Favorites.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
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    "avg_action_similarity": 0.8112342158953348,
    "avg_ui_similarity": 0.9718460316440579
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  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
          "episode_id": "eb32c51543d749539b68e6c61ff72fb8",
          "goal": "Open Eventbrite. Set the city to San Francisco. Filter for events occurring between May 1st and May 15th under the category 'Music'. Select the first event and check the pricing options available.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7803300619125366,
        "action_similarity": 0.7648577690124512,
        "ui_similarity": 0.8342417219547539
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      {
        "episode": {
          "episode_id": "a9f633a394e74f78843aa30bd2792346",
          "goal": "Open Eventbrite. Set the city to \"Los Angeles\". Look for Photography workshops happening next week. What is the price of the tickets for first non-promoted event?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.623737633228302,
        "action_similarity": 0.7761204242706299,
        "ui_similarity": 0.8341305777315967
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      {
        "episode": {
          "episode_id": "f502e886c78146dfb2f1efc2a331c781",
          "goal": "Open Eventbrite. Search for 'music festival' in San Francisco. Set date available from April 30 to May 3. How many events are listed?",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6160363554954529,
        "action_similarity": 0.7629611492156982,
        "ui_similarity": 0.824475068343587
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    ],
    "query": {
      "episode_id": "6b75132d6e874d9a960bba273e5f011b",
      "goal": "Open Eventbrite. Set the city to 'San Francisco'. Search 'Outdoor'. Select an event starting after 5 PM. Check the ticket price.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6733680168787638,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7679797808329264,
    "avg_ui_similarity": 0.8309491226766458
  },
  {
    "app": "eventbrite",
    "support": [
      {
        "episode": {
          "episode_id": "997cbfb071cf458f82ccaba5bddfc7b8",
          "goal": "Open Eventbrite. Search Online free events. Select the first one. Follow the organizer. Read more about the event. Add it to Favorites.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7896390557289124,
        "action_similarity": 0.7189512252807617,
        "ui_similarity": 0.9160393322062523
      },
      {
        "episode": {
          "episode_id": "f1e087441f9e44d997c2a58b9c8b0258",
          "goal": "Open Eventbrite. Find the 'Arts' category. Select events that are available for this weekend. From the results, open the first item and add it to favorite. Follow the organizer.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7385105490684509,
        "action_similarity": 0.8123286366462708,
        "ui_similarity": 0.9768557987038398
      },
      {
        "episode": {
          "episode_id": "1a166da440f24e2e9152f2c0e40eb7aa",
          "goal": "Open Eventbrite. Check \"Sports\" category. Filter events happening next month. Add the first event to your wishlist.",
          "detected_app": "eventbrite",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6913011074066162,
        "action_similarity": 0.7201648950576782,
        "ui_similarity": 0.8144248779732868
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    ],
    "query": {
      "episode_id": "f01eaa41f6284da09deb7ced3e4eea4e",
      "goal": "Open Eventbrite. Check out 'Sports' events. Apply filters for events happening this week. Select the first event. Check similar events and add the first similar event to favorite.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7398169040679932,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7504815856615702,
    "avg_ui_similarity": 0.9024400029611263
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  {
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    "query": {
      "episode_id": "f56b9f3bf9ef483cbd9847af47d34434",
      "goal": "Open Eventbrite. Look up \"Gardening\" events. Filter by events happening this week. Select the first event from the results. Follow the organizer and where is the event?",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
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          "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Fashion\" category and view the recommended events. See the date of the first play and its venue.",
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          "goal": "Open Eventbrite. Set the city to Los Angeles. Select the 'Food & Drink' category. What's the date of the first event that is not promoted?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.682842493057251,
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      "episode_id": "92c22920a83749c994864397a370a984",
      "goal": "Open Eventbrite. Set the city to \"Chicago\". Select the \"Sports\" category and view the recommended events. See the date of the first non-promoted event.",
      "detected_app": "eventbrite",
      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "split": "train"
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          "goal": "Open Eventbrite. Set the city to \"Los Angeles\". Look for Photography workshops happening next week. What is the price of the tickets for first non-promoted event?",
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          "goal": "Open Eventbrite. Search for \"Fitness\". Select the events in the location \"Chicago\". What is the price of the first event in listing?",
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      "goal": "Open Eventbrite. Search 'Art'. Filter event type \"Performance\". Select the first event. Follow the organizer and save the event to favorite. What is the price of the ticket?",
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      "split": "train"
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    "app": "discord",
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    "query": {
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    "avg_ui_similarity": 0.8832017575553613
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  {
    "app": "discord",
    "support": [
      {
        "episode": {
          "episode_id": "e0f56c11d439483aaed5ce0fdc622e88",
          "goal": "Open Discord. Play the voice message from general channel in server \"Study Group\".",
          "detected_app": "discord",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.6637404561042786,
        "action_similarity": 0.7033344507217407,
        "ui_similarity": 0.8884628938419522
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      {
        "episode": {
          "episode_id": "6192acbe8fc24a638fbaf4df717523a3",
          "goal": "Open Discord. Change the name of the server \"Study Group\" on Discord to \"Study Group Sunday 5PM.\"",
          "detected_app": "discord",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.6519699096679688,
        "action_similarity": 0.6947039365768433,
        "ui_similarity": 0.9191859508121513
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      {
        "episode": {
          "episode_id": "05262cba199543e99cd433d8b4a0d041",
          "goal": "Open Discord. Send a message to the server \"Study Group\" on Discord saying, \"The next meeting is on Sunday 5pm\".",
          "detected_app": "discord",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.6489693522453308,
        "action_similarity": 0.7605648040771484,
        "ui_similarity": 0.8922316412927712
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    ],
    "query": {
      "episode_id": "9cf093c61fd04db7a41c8d56743e157b",
      "goal": "Open Discord. Mute notifications for the server \"Study Group\" on Discord for 24 hours.",
      "detected_app": "discord",
      "domain": "Social Media & Messaging",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6548932393391927,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7195343971252441,
    "avg_ui_similarity": 0.8999601619822916
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "d71914aec8f442c0b9272d47f49b25f5",
          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to find new shops. Follow the second shop that primarily sells \"Handmade Jewelry\". Add two items from this shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6971940398216248,
        "action_similarity": 0.8907281756401062,
        "ui_similarity": 0.6953293678370333
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      {
        "episode": {
          "episode_id": "cca1221cef0d452e97a3d8c516d29b61",
          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6483346223831177,
        "action_similarity": 0.7263505458831787,
        "ui_similarity": 0.5548117785713851
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      {
        "episode": {
          "episode_id": "a000d46f79aa496285f402081a942bc7",
          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6034877300262451,
        "action_similarity": 0.7918413877487183,
        "ui_similarity": 0.6082590182670983
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    ],
    "query": {
      "episode_id": "8e0d69fdc79d44058ee099b3fdf1a274",
      "goal": "Open Etsy. Use the \"Personalized recommendations\" to find the shop selling artisan chocolates. Add five items from this shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6496721307436625,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8029733697573344,
    "avg_ui_similarity": 0.6194667215585056
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "86e7db3dbde3418cb1bd673d3a635f72",
          "goal": "Open Etsy. Perform a general search for \"Teen\"s Books\". Set price between \"$7\" and \"$30\". Sort results by relevance. Choose a book with at least 12 reviews, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8887577652931213,
        "action_similarity": 0.9539649486541748,
        "ui_similarity": 0.935929042599345
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      {
        "episode": {
          "episode_id": "6cf1858f732c43dd9a119a1a71a0b7af",
          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to discover new shops. Follow the third shop that primarily sells \"Vintage Books\". Add three items from this shop to the cart. What\"s the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6909857392311096,
        "action_similarity": 0.6959661245346069,
        "ui_similarity": 0.7901324092485903
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      {
        "episode": {
          "episode_id": "cb19a03b7074456cb7a31a9084227768",
          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6324034333229065,
        "action_similarity": 0.8279975652694702,
        "ui_similarity": 0.8224678995949773
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    ],
    "query": {
      "episode_id": "e53db6e0be26471d86056ae88a2ff45c",
      "goal": "Open Etsy. Perform a general search for \"Children\"s Books\". Set price between \"$5\" and \"$25\". Sort results by recent. Choose a book with at least 10 reviews, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7373823126157125,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8259762128194174,
    "avg_ui_similarity": 0.8495097838143041
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "d6c74ada56e543b3884aacc9e672c710",
          "goal": "Open Etsy. Search \"Handcrafted shoes\". Set price \"$20-$60\". Arrange by highest reviews. Choose the second item. Inspect item details. Add to favorites. Check different sizes available.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7437716126441956,
        "action_similarity": 0.7052093148231506,
        "ui_similarity": 0.7939720821465054
      },
      {
        "episode": {
          "episode_id": "575bb9ac6f1c4ae4a45dab903f556057",
          "goal": "Open Etsy. Go to \"Clothing\" category. Search for \"Men\"s Jeans\". Set price between \"$40\" and \"$200\". Sort by highest price. Choose a pair. Check seller\"s shipping and return policy. Add jeans to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7042303681373596,
        "action_similarity": 0.8741004467010498,
        "ui_similarity": 0.8858400917017593
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      {
        "episode": {
          "episode_id": "23ab5957008740e693cdff2ad9c1371c",
          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6612592935562134,
        "action_similarity": 0.8311567306518555,
        "ui_similarity": 0.7981603333235633
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    ],
    "query": {
      "episode_id": "71f6a52ba53c49cf9a4f374e99d6b538",
      "goal": "Open Etsy. In \"Shoes\" category, search for \"Women\"s Boots\". Set price between \"$40\" and \"$150\". Sort by the highest price. Choose a pair in size \"9\". Check seller\"s shipping and return policy. Add boots to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7030870914459229,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8034888307253519,
    "avg_ui_similarity": 0.8259908357239426
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "9ed0db1841c84a07860108407fe544ef",
          "goal": "Open Etsy. On the \"Craft Supplies & Tools\" tab, select \"Sewing & Fiber\". Sort by relevance. Choose a item. Add to cart. Check total price.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7982441782951355,
        "action_similarity": 0.7533295154571533,
        "ui_similarity": 0.8736102807041043
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      {
        "episode": {
          "episode_id": "a6d3ebe7e3934beebb5a70285d97aa0f",
          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7138864398002625,
        "action_similarity": 0.6807488203048706,
        "ui_similarity": 0.7993752259197653
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      {
        "episode": {
          "episode_id": "d6c74ada56e543b3884aacc9e672c710",
          "goal": "Open Etsy. Search \"Handcrafted shoes\". Set price \"$20-$60\". Arrange by highest reviews. Choose the second item. Inspect item details. Add to favorites. Check different sizes available.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7113293409347534,
        "action_similarity": 0.7126931548118591,
        "ui_similarity": 0.7001222811588445
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    ],
    "query": {
      "episode_id": "cb19a03b7074456cb7a31a9084227768",
      "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7411533196767172,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7155904968579611,
    "avg_ui_similarity": 0.7910359292609047
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "3623c66a0b0b4feab82d228108f8b9c6",
          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8024092316627502,
        "action_similarity": 0.9205489158630371,
        "ui_similarity": 0.9108802814723508
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      {
        "episode": {
          "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
          "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7143299579620361,
        "action_similarity": 0.902607798576355,
        "ui_similarity": 0.7483284220338802
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      {
        "episode": {
          "episode_id": "5538c9bd2d16415787349c23a9aabb2e",
          "goal": "Open Etsy. Under the \"Vintage\" category, find Vintage Watches. Browse the first 15 items. Select the 7th item. Add to favorites. Read the seller\"s history. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7016228437423706,
        "action_similarity": 0.7672278881072998,
        "ui_similarity": 0.6412489477973917
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    ],
    "query": {
      "episode_id": "a000d46f79aa496285f402081a942bc7",
      "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7394540111223856,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8634615341822306,
    "avg_ui_similarity": 0.7668192171012076
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "01b586369c9b4f3bbd9090eabaddcf17",
          "goal": "Open Etsy. Within the \"Home & Living\" category, locate the \"Kitchen & Dining\" section. Arrange by relevance. Select any item and quantity 2. Add to cart and compare total price in cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7232046127319336,
        "action_similarity": 0.807054877281189,
        "ui_similarity": 0.8660823572413298
      },
      {
        "episode": {
          "episode_id": "8a584063c32e4c9491238e6b77c0adfb",
          "goal": "Open Etsy. Search \"Kitchen Tableware\". Set price range between \"$20\" and \"$100\". Filter results by newest. Select the item that has neutral colours and add it to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6772831678390503,
        "action_similarity": 0.8746770620346069,
        "ui_similarity": 0.8572469595089502
      },
      {
        "episode": {
          "episode_id": "cb19a03b7074456cb7a31a9084227768",
          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6435585021972656,
        "action_similarity": 0.8070526123046875,
        "ui_similarity": 0.803034462360365
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    ],
    "query": {
      "episode_id": "c76e287207a04d04b0c7ca7a8ab2e890",
      "goal": "Open Etsy. In the 'Home & Living' section, look for 'Kitchen storage'. Filter items priced under $25. Choose any item, read through item details, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6813487609227499,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8295948505401611,
    "avg_ui_similarity": 0.8421212597035482
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "bfdaf347b3364e2885447f59b02ef091",
          "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7190802097320557,
        "action_similarity": 0.8394327759742737,
        "ui_similarity": 0.6314659058219912
      },
      {
        "episode": {
          "episode_id": "cca1221cef0d452e97a3d8c516d29b61",
          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6959157586097717,
        "action_similarity": 0.7180140018463135,
        "ui_similarity": 0.5811858884349543
      },
      {
        "episode": {
          "episode_id": "d71914aec8f442c0b9272d47f49b25f5",
          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to find new shops. Follow the second shop that primarily sells \"Handmade Jewelry\". Add two items from this shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6567105054855347,
        "action_similarity": 0.9172846078872681,
        "ui_similarity": 0.7039028205244575
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    ],
    "query": {
      "episode_id": "9d91002a51f14da784aedc84096fd593",
      "goal": "Open Etsy. Explore \"Personalized recommendations\" for \"Knitted Goods\". Follow the first shop listed. Add three desirable items from the shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6905688246091207,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8249104619026184,
    "avg_ui_similarity": 0.6388515382604677
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "e53db6e0be26471d86056ae88a2ff45c",
          "goal": "Open Etsy. Perform a general search for \"Children\"s Books\". Set price between \"$5\" and \"$25\". Sort results by recent. Choose a book with at least 10 reviews, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8887577652931213,
        "action_similarity": 0.9539649486541748,
        "ui_similarity": 0.9359290425993448
      },
      {
        "episode": {
          "episode_id": "6cf1858f732c43dd9a119a1a71a0b7af",
          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to discover new shops. Follow the third shop that primarily sells \"Vintage Books\". Add three items from this shop to the cart. What\"s the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7047691345214844,
        "action_similarity": 0.707033097743988,
        "ui_similarity": 0.803409033967256
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      {
        "episode": {
          "episode_id": "cb19a03b7074456cb7a31a9084227768",
          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6173442602157593,
        "action_similarity": 0.8235235214233398,
        "ui_similarity": 0.8369172424485435
      }
    ],
    "query": {
      "episode_id": "86e7db3dbde3418cb1bd673d3a635f72",
      "goal": "Open Etsy. Perform a general search for \"Teen\"s Books\". Set price between \"$7\" and \"$30\". Sort results by relevance. Choose a book with at least 12 reviews, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.736957053343455,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8281738559405009,
    "avg_ui_similarity": 0.8587517730050481
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "5a5858f0f5de45d598481813e03c0f86",
          "goal": "Open Etsy. Using 'Recently viewed' feature, select first shop that sells 'Vintage Watches'. Select an item from the shop and check the shipping details.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8485537171363831,
        "action_similarity": 0.6648936867713928,
        "ui_similarity": 0.8300582735002374
      },
      {
        "episode": {
          "episode_id": "a000d46f79aa496285f402081a942bc7",
          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7016228437423706,
        "action_similarity": 0.7672278881072998,
        "ui_similarity": 0.6412489477973919
      },
      {
        "episode": {
          "episode_id": "4ef710cc306a45f5b75cd74bde305792",
          "goal": "Open Etsy. Find Vintage Anklets. Browse first 20 items. Select 8th item. Add to wishlist. Check the delivery policy. Go to seller\"s page. Read about seller\"s introduction.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.623112678527832,
        "action_similarity": 0.8879919052124023,
        "ui_similarity": 0.8519712069179588
      }
    ],
    "query": {
      "episode_id": "5538c9bd2d16415787349c23a9aabb2e",
      "goal": "Open Etsy. Under the \"Vintage\" category, find Vintage Watches. Browse the first 15 items. Select the 7th item. Add to favorites. Read the seller\"s history. Add to cart if it ships to \"USA\".",
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      "domain": "E-Commerce & Shopping",
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      "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Furniture\". Save top three items from this shop to wishlist.",
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      "goal": "Open Etsy. Check Cart for total price after updating quantities of any single item to 3.",
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      "goal": "Open Etsy. Search 'Womens Vintage clothing' in the search bar. Set price range $30-$70. Sort by relevance. Choose the third item, select available color, save it to the wishlist.",
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      "domain": "E-Commerce & Shopping",
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          "detected_app": "etsy",
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          "detected_app": "etsy",
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      "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
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      "domain": "E-Commerce & Shopping",
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          "detected_app": "etsy",
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        "similarity": 0.6221504211425781,
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        "ui_similarity": 0.7572696232490308
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    "query": {
      "episode_id": "0871d604a2b442729e015d6ba2c39a5d",
      "goal": "Open Etsy. Search \"Handmade Bracelet\". Set price between \"$10\" and \"$50\". Sort by relevance. Pick the second product that has more than 25 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7221673329671224,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8565815488497416,
    "avg_ui_similarity": 0.8514818412785505
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7526358962059021,
        "action_similarity": 0.7443272471427917,
        "ui_similarity": 0.7975425687030492
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      {
        "episode": {
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          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6905418634414673,
        "action_similarity": 0.7531337738037109,
        "ui_similarity": 0.7133089965297621
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      {
        "episode": {
          "episode_id": "a6d3ebe7e3934beebb5a70285d97aa0f",
          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6492822170257568,
        "action_similarity": 0.6840863227844238,
        "ui_similarity": 0.8407798375071325
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    "query": {
      "episode_id": "b40df5cc66774ed9926212a8aa955748",
      "goal": "Open Etsy. Look up \"Art & Collections\". Find \"Drawings\" under \"$100\". Add top 2 items from the results to the cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6974866588910421,
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    "split": "train",
    "avg_action_similarity": 0.7271824479103088,
    "avg_ui_similarity": 0.783877134246648
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
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          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7265127301216125,
        "action_similarity": 0.9147889018058777,
        "ui_similarity": 0.823661464274694
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      {
        "episode": {
          "episode_id": "a000d46f79aa496285f402081a942bc7",
          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7143299579620361,
        "action_similarity": 0.902607798576355,
        "ui_similarity": 0.7483284220338803
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      {
        "episode": {
          "episode_id": "e34494c2a02c4d93a34f7a171d84c483",
          "goal": "Open Etsy. Go to 'Art & Collectibles' section. Search for 'Painting'. Browse by \"Watercolor\". Sort by latest. Select second item and add it to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6830159425735474,
        "action_similarity": 0.8529031276702881,
        "ui_similarity": 0.7658885371885201
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    "query": {
      "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
      "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.707952876885732,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8900999426841736,
    "avg_ui_similarity": 0.7792928078323649
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "a6d3ebe7e3934beebb5a70285d97aa0f",
          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7461005449295044,
        "action_similarity": 0.7585937976837158,
        "ui_similarity": 0.9062291738541939
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      {
        "episode": {
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          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7309417724609375,
        "action_similarity": 0.900915265083313,
        "ui_similarity": 0.7687766067982045
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        "episode": {
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          "goal": "Open Etsy. In \"Shoes\" category, search for \"Women\"s Boots\". Set price between \"$40\" and \"$150\". Sort by the highest price. Choose a pair in size \"9\". Check seller\"s shipping and return policy. Add boots to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7042303681373596,
        "action_similarity": 0.8741004467010498,
        "ui_similarity": 0.8858400917017611
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    "query": {
      "episode_id": "575bb9ac6f1c4ae4a45dab903f556057",
      "goal": "Open Etsy. Go to \"Clothing\" category. Search for \"Men\"s Jeans\". Set price between \"$40\" and \"$200\". Sort by highest price. Choose a pair. Check seller\"s shipping and return policy. Add jeans to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7270908951759338,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8445365031560262,
    "avg_ui_similarity": 0.8536152907847199
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to find new shops. Follow the second shop that primarily sells \"Handmade Jewelry\". Add two items from this shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7482367753982544,
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        "episode": {
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          "goal": "Open Etsy. Explore \"Personalized recommendations\" for \"Knitted Goods\". Follow the first shop listed. Add three desirable items from the shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7190802097320557,
        "action_similarity": 0.8394327759742737,
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    "query": {
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      "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "split": "train",
    "avg_action_similarity": 0.8153648376464844,
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Etsy. In the \"Wedding & Party\" tab, select \"Jewelry\" and \"Necklaces\". Sort by highest relevance. Choose a gift item. Review the item details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7243235111236572,
        "action_similarity": 0.8106634616851807,
        "ui_similarity": 0.9334847013708041
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    "query": {
      "episode_id": "d71914aec8f442c0b9272d47f49b25f5",
      "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to find new shops. Follow the second shop that primarily sells \"Handmade Jewelry\". Add two items from this shop to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "target_shot": 3,
    "split": "train",
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Search \"Handmade Bracelet\". Set price between \"$10\" and \"$50\". Sort by relevance. Pick the second product that has more than 25 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8833659291267395,
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      {
        "episode": {
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          "goal": "Open Etsy. In the \"Wedding & Party\" tab, select \"Jewelry\" and \"Necklaces\". Sort by highest relevance. Choose a gift item. Review the item details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6590425372123718,
        "action_similarity": 0.7586101293563843,
        "ui_similarity": 0.9454459296001595
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      {
        "episode": {
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          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6324635744094849,
        "action_similarity": 0.8666605353355408,
        "ui_similarity": 0.8266835718773279
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    "query": {
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      "goal": "Open Etsy. Search \"Handmade Necklace\". Set price between \"$15\" and \"$70\". Sort by most recent. Pick the third product that has more than 30 reviews. Check the delivery options. Ensure it ships to \"Canada\". Add to wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7249573469161987,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8392994602521261,
    "avg_ui_similarity": 0.9130124851061189
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Under the \"Vintage\" category, find Vintage Watches. Browse the first 15 items. Select the 7th item. Add to favorites. Read the seller\"s history. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.623112678527832,
        "action_similarity": 0.8879919052124023,
        "ui_similarity": 0.8519712069179592
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      {
        "episode": {
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          "goal": "Open Etsy. Using 'Recently viewed' feature, select first shop that sells 'Vintage Watches'. Select an item from the shop and check the shipping details.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6109647154808044,
        "action_similarity": 0.7215005159378052,
        "ui_similarity": 0.7262716684448784
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      {
        "episode": {
          "episode_id": "6ddd8f75ecd24c66a5e253f673693e0a",
          "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Furniture\". Save top three items from this shop to wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6070571541786194,
        "action_similarity": 0.878443717956543,
        "ui_similarity": 0.8457795081210657
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    ],
    "query": {
      "episode_id": "4ef710cc306a45f5b75cd74bde305792",
      "goal": "Open Etsy. Find Vintage Anklets. Browse first 20 items. Select 8th item. Add to wishlist. Check the delivery policy. Go to seller\"s page. Read about seller\"s introduction.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6137115160624186,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8293120463689169,
    "avg_ui_similarity": 0.8080074611613011
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  {
    "app": "etsy",
    "support": [
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        "episode": {
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          "goal": "Open Etsy. Open cart, adjust quantity of the first item to 3. Check for any applicable discount codes. What's the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7335021495819092,
        "action_similarity": 0.6675034761428833,
        "ui_similarity": 0.671296548660119
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      {
        "episode": {
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          "goal": "Open Etsy. Perform a general search for \"Teen\"s Books\". Set price between \"$7\" and \"$30\". Sort results by relevance. Choose a book with at least 12 reviews, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7047690153121948,
        "action_similarity": 0.707033097743988,
        "ui_similarity": 0.8034090339672563
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      {
        "episode": {
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          "goal": "Open Etsy. Open cart, decrease the quantity of the first item to 1. Look for any applicable discount codes. What is the total price now?",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6950998306274414,
        "action_similarity": 0.7464420199394226,
        "ui_similarity": 0.8030869980100159
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    ],
    "query": {
      "episode_id": "6cf1858f732c43dd9a119a1a71a0b7af",
      "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to discover new shops. Follow the third shop that primarily sells \"Vintage Books\". Add three items from this shop to the cart. What\"s the total price now?",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7111236651738485,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7069928646087646,
    "avg_ui_similarity": 0.7592641935457971
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  {
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    "support": [
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        "episode": {
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          "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Furniture\". Save top three items from this shop to wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.70860755443573,
        "action_similarity": 0.864014744758606,
        "ui_similarity": 0.6930339449348861
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      {
        "episode": {
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          "goal": "Open Etsy. Use 'Personalized recommendations' feature to discover new shops. Follow the first shop that mainly sells 'Handmade Purses'. Add three items from the recommended shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6236084699630737,
        "action_similarity": 0.7497973442077637,
        "ui_similarity": 0.6428329731145873
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      {
        "episode": {
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          "goal": "Open Etsy. Check \"Personalized recommendations\" for \"Home Decor\" items. Follow the third shop listed. Add two items from the shop to the favorites list.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6021274328231812,
        "action_similarity": 0.8244780898094177,
        "ui_similarity": 0.5966305529837055
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    ],
    "query": {
      "episode_id": "46a29f3f9c8f4d61a606de099bd98280",
      "goal": "Open Etsy. Use \"Personalized recommendations\" feature. Follow the first shop that mainly sells \"Vintage Posters\". Save top two items from this shop to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6447811524073283,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8127633929252625,
    "avg_ui_similarity": 0.6441658236777263
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  {
    "app": "etsy",
    "support": [
      {
        "episode": {
          "episode_id": "50071ec4ff6a4a55a64aeb3fa4089366",
          "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6830160021781921,
        "action_similarity": 0.8529031276702881,
        "ui_similarity": 0.7658885371885207
      },
      {
        "episode": {
          "episode_id": "a000d46f79aa496285f402081a942bc7",
          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6412218809127808,
        "action_similarity": 0.8147789239883423,
        "ui_similarity": 0.8091443707575159
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      {
        "episode": {
          "episode_id": "3623c66a0b0b4feab82d228108f8b9c6",
          "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
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    "query": {
      "episode_id": "e34494c2a02c4d93a34f7a171d84c483",
      "goal": "Open Etsy. Go to 'Art & Collectibles' section. Search for 'Painting'. Browse by \"Watercolor\". Sort by latest. Select second item and add it to favorites.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_action_similarity": 0.8302501837412516,
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    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. On the \"Craft Supplies & Tools\" tab, select \"Sewing & Fiber\". Sort by relevance. Choose a item. Add to cart. Check total price.",
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          "domain": "E-Commerce & Shopping",
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          "goal": "Open Etsy. In the 'Home & Living' section, look for 'Kitchen storage'. Filter items priced under $25. Choose any item, read through item details, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Etsy. Use the \"Personalized recommendations\" feature to discover new shops. Follow the third shop that primarily sells \"Vintage Books\". Add three items from this shop to the cart. What\"s the total price now?",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.677635908126831,
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      "goal": "Open Etsy. Within the \"Home & Living\" category, locate the \"Kitchen & Dining\" section. Arrange by relevance. Select any item and quantity 2. Add to cart and compare total price in cart.",
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      "domain": "E-Commerce & Shopping",
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    "avg_action_similarity": 0.7498518427213033,
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  {
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          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
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          "goal": "Open Etsy. Browse 'Outdoor & Gardening' category in home & living. In outdoor decorations subsection, select the first product priced above '$100'. Read product description and customer reviews. If it's rated more than 4 stars, add to cart.",
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          "domain": "E-Commerce & Shopping",
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          "goal": "Open Etsy. In the 'Home & Living' section, look for 'Kitchen storage'. Filter items priced under $25. Choose any item, read through item details, add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
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      "goal": "Open Etsy. In the \"Home & Living\" category, look for \"Home Decor\". Browse by \"Throw Pillows\". Limit price between \"$10\" and \"$70\". Sort by relevance. Select a decor item that ships from Turkey. Review the shipping policy before adding to cart.",
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      "domain": "E-Commerce & Shopping",
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          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
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          "domain": "E-Commerce & Shopping",
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          "goal": "Open Etsy. Go to \"Clothing\" category. Search for \"Men\"s Jeans\". Set price between \"$40\" and \"$200\". Sort by highest price. Choose a pair. Check seller\"s shipping and return policy. Add jeans to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6285688877105713,
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        "episode": {
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          "goal": "Open Etsy. Search for \"Formal Suits\". Set the price range between \"$120\" and \"$250\". Sort the results by relevance. Filter results by fast shipping. Select the first item and check its fabric details. Choose any color and size L. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6138884425163269,
        "action_similarity": 0.8466634750366211,
        "ui_similarity": 0.8337036893363433
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    "query": {
      "episode_id": "4179ae5cf8944885a82c38e29ba8fb26",
      "goal": "Open Etsy. Perform a general search for \"Men\"s Wallets\". Set price between \"$50\" and \"$100\". Sort results by relevance. Filter options that offer free shipping. Select a wallet in leather, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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          "goal": "Open Etsy. In the \"Home & Living\" category, look for \"Home Decor\". Browse by \"Throw Pillows\". Limit price between \"$10\" and \"$70\". Sort by relevance. Select a decor item that ships from Turkey. Review the shipping policy before adding to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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          "goal": "Open Etsy. In the \"Craft Supplies & Tools\" category, look for \"Sewing & Fiber\". Set price between \"$10\" and \"$50\". Sort results by relevance. Select the fifth item that has at least 15 reviews. Add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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          "goal": "Open Etsy. Search \"Summer Dresses\". Set the price range between \"$30\" and \"$80\". Sort the results by lowest price. Choose the third item. Analyze the item specifications. Select size \"S\" if possible. Add the item to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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    "query": {
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      "goal": "Open Etsy. Browse 'Outdoor & Gardening' category in home & living. In outdoor decorations subsection, select the first product priced above '$100'. Read product description and customer reviews. If it's rated more than 4 stars, add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_ui_similarity": 0.7979852563276705
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  {
    "app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Under the \"Art & Collectibles\" category, find \"Paintings\". Browse the first 20 items. Select the 10th item. Add to favorites. Read the seller\"s history and reviews. Add to cart if it ships to \"USA\".",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8024092316627502,
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        "episode": {
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          "goal": "Open Etsy. Look up \"Art & Collections\". Find \"Drawings\" under \"$100\". Add top 2 items from the results to the cart.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7526358962059021,
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        "episode": {
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          "goal": "Open Etsy. In the \"Art & Collectibles\" tab, navigate to \"Photography\". Filter by \"Black and White\". Select any item. Review the item\"s details and delivery time. Add to favorites.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
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        "ui_similarity": 0.8236614642746936
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    ],
    "query": {
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      "goal": "Open Etsy. Go to the \"Art & Collectibles\" section. Navigate to the \"Painting\" tab. Select the fourth item. Check the item delivery details. Add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
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          "goal": "Open Etsy. Search \"Shirt\". Set price between \"$50\" and \"$150\". Sort results by most recent. Filter free shipping. Select the first item that is not an ad. Check return policy. Choose any color and size M. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Etsy. Search for \"Formal Suits\". Set the price range between \"$120\" and \"$250\". Sort the results by relevance. Filter results by fast shipping. Select the first item and check its fabric details. Choose any color and size L. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "action_similarity": 0.9478757381439209,
        "ui_similarity": 0.7918332669058945
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    "query": {
      "episode_id": "23ab5957008740e693cdff2ad9c1371c",
      "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "split": "train",
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          "detected_app": "etsy",
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          "goal": "Open Etsy. Go to the \"Clothing\" category. In the \"Men's Clothing\" subsection, select items priced under \"$100\". Add top 2 items from the results to the wishlist.",
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          "domain": "E-Commerce & Shopping",
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        "episode": {
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          "goal": "Open Etsy. Search \"Shirt\". Set price between \"$50\" and \"$150\". Sort results by most recent. Filter free shipping. Select the first item that is not an ad. Check return policy. Choose any color and size M. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7461483478546143,
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    "query": {
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      "goal": "Open Etsy. Search \"Summer Dresses\". Set the price range between \"$30\" and \"$80\". Sort the results by lowest price. Choose the third item. Analyze the item specifications. Select size \"S\" if possible. Add the item to the wishlist.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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        "episode": {
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          "goal": "Open Etsy. Search \"Summer Dresses\". Set the price range between \"$30\" and \"$80\". Sort the results by lowest price. Choose the third item. Analyze the item specifications. Select size \"S\" if possible. Add the item to the wishlist.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6565718650817871,
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        "episode": {
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          "goal": "Open Etsy. Search \"Shirt\". Set price between \"$50\" and \"$150\". Sort results by most recent. Filter free shipping. Select the first item that is not an ad. Check return policy. Choose any color and size M. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
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        "similarity": 0.6514723896980286,
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    "query": {
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      "goal": "Open Etsy. Search \"Kitchen Tableware\". Set price range between \"$20\" and \"$100\". Filter results by newest. Select the item that has neutral colours and add it to the favorites list.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "split": "train",
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        "episode": {
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          "goal": "Open Etsy. Search \"Casual Dress\". Set price between \"$30\" and \"$80\". Sort results by best match. Filter sellers with free shipping. Choose the fourth item. Inspect shipping and return policy. Select any color and size S and add to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
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        "episode": {
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          "goal": "Open Etsy. Search \"Summer Dresses\". Set the price range between \"$30\" and \"$80\". Sort the results by lowest price. Choose the third item. Analyze the item specifications. Select size \"S\" if possible. Add the item to the wishlist.",
          "detected_app": "etsy",
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        "episode": {
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          "goal": "Open Etsy. Search \"Shirt\". Set price between \"$50\" and \"$150\". Sort results by most recent. Filter free shipping. Select the first item that is not an ad. Check return policy. Choose any color and size M. Add it to cart.",
          "detected_app": "etsy",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "action_similarity": 0.9312517642974854,
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    ],
    "query": {
      "episode_id": "df195550f8594ed799e0c812054557fe",
      "goal": "Open Etsy. Search for \"Formal Suits\". Set the price range between \"$120\" and \"$250\". Sort the results by relevance. Filter results by fast shipping. Select the first item and check its fabric details. Choose any color and size L. Add it to cart.",
      "detected_app": "etsy",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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          "domain": "Productivity & Tools",
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    "app": "onedrive",
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        "episode": {
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          "goal": "Open Onedrive. Share a file from the \"Videos\" folder via email",
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        "similarity": 0.8362667560577393,
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    ],
    "query": {
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      {
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        "similarity": 0.833354115486145,
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      "goal": "Open Readera. Add the top book in \"Sci-fi\" category to \"To Read\"",
      "detected_app": "readera",
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      "split": "train"
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    "k_shot": 3,
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      "goal": "Open Readera. Delete the fifth book in \"Books documents\".",
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  {
    "app": "google_news",
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        "episode": {
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    "app": "google_news",
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        "episode": {
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        "episode": {
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        "episode": {
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        "episode": {
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    "app": "google_news",
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        "episode": {
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          "goal": "Open Google_News. Search for news regarding \"Climate Change\", read the third article.",
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        "similarity": 0.6365407705307007,
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      {
        "episode": {
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          "goal": "Open Google_News. In the \"For You\" tab, search for \"Global Warming Updates\", read the third article.",
          "detected_app": "google_news",
          "domain": "News & Media",
          "split": "train"
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      {
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    "query": {
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          "goal": "Open BBC Sports. Edit 'My Sport' in the 'My Sport' tab. Add 'rugby' and save the changes.",
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        "episode": {
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          "goal": "Open BBC Sports. Choose 'Golf' from the 'All Sport' category. List the current top players.",
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      {
        "episode": {
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          "goal": "Open BBC Sports. Open \"Rugby League\" in \"All Sport\". Look for the next upcoming event.",
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          "domain": "News & Media",
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          "goal": "Open BBC Sports. Edit \"My sport\" in the \"My sport\" tab. Remove \"cricket\" and save the changes.",
          "detected_app": "bbc sports",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8703073859214783,
        "action_similarity": 0.8833030462265015,
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      {
        "episode": {
          "episode_id": "e1f54734b666410ead79f4c3c45222cf",
          "goal": "Open BBC Sports. Edit 'My Sport' in the 'My Sport' tab. Add 'rugby' and save the changes.",
          "detected_app": "bbc sports",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8561702370643616,
        "action_similarity": 0.8240516781806946,
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      {
        "episode": {
          "episode_id": "b0ee082492114d9ab9ec770490d1ee06",
          "goal": "Open BBC Sports. Open \"My Sport\" tab, customize sports interests to include \"Football\", \"Tennis\" and \"Athletics\".",
          "detected_app": "bbc sports",
          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8310971260070801,
        "action_similarity": 0.7725499868392944,
        "ui_similarity": 0.8254424997498281
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    ],
    "query": {
      "episode_id": "d9e44ab7a9a84ab4aea1271d675c520c",
      "goal": "Open BBC Sports. Edit \"My sport\" in the \"My sport\" tab. Remove \"Golf\" and save the changes.",
      "detected_app": "bbc sports",
      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 3,
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    "avg_action_similarity": 0.8266349037488302,
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  {
    "app": "bbc sports",
    "support": [
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        "episode": {
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          "goal": "Open BBC Sports. Select 'Athletics' in 'All Sport' and read the latest 'Athletics' sports news.",
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          "domain": "News & Media",
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      {
        "episode": {
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          "goal": "Open BBC Sports. Search for \"Athletics\" in the app and navigate to the \"news\" section.",
          "detected_app": "bbc sports",
          "domain": "News & Media",
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        "similarity": 0.9163274765014648,
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      {
        "episode": {
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          "goal": "Open BBC Sports. View the recent 'Athletics' updates and highlights on the 'Home' tab.",
          "detected_app": "bbc sports",
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        "similarity": 0.9084853529930115,
        "action_similarity": 0.8816389441490173,
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    ],
    "query": {
      "episode_id": "9c4345087d924023a8fe5719b17ff0db",
      "goal": "Open BBC Sports. Navigate to 'Athletics' section, find the latest news and updates.",
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      "domain": "News & Media",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "bbc sports",
    "support": [
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        "episode": {
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          "goal": "Open BBC Sports. Search for the latest cricket match updates on the 'Scores' tab.",
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          "domain": "News & Media",
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      {
        "episode": {
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          "goal": "Open BBC Sports. Open the 'Live guide', find out the upcoming 'cricket' matches.",
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      {
        "episode": {
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          "goal": "Open BBC Sports. Check out the 'Live Guide' for today's cricket matches.",
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          "domain": "News & Media",
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        "similarity": 0.8328701257705688,
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    "query": {
      "episode_id": "1d4d22af88f240ceb1dbed0880ad8cab",
      "goal": "Open BBC Sports. From the home page, access the \"live_scores_match_stats\" feature and look up the results of the latest cricket matches.",
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  {
    "app": "bbc sports",
    "support": [
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        "episode": {
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          "goal": "Open BBC Sports. Explore the 'Football team pages' for 'Chelsea' and look at the upcoming fixtures.",
          "detected_app": "bbc sports",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.8593946099281311,
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      {
        "episode": {
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          "goal": "Open BBC Sports. Open \"Football\" and select \"Premier League\". Choose \"fixtures\" and check the next match date of \"Chelsea FC\".",
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        "similarity": 0.8466735482215881,
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      {
        "episode": {
          "episode_id": "a2fbcc054ccf4d95b1957c51805d6eb3",
          "goal": "Open BBC Sports. In the \"Football\" tab, find the upcoming fixtures of \"Chelsea\".",
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        "similarity": 0.8451212644577026,
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    "query": {
      "episode_id": "5466802733fa41709bc633562c924d71",
      "goal": "Open BBC Sports. Search for the team \"Chelsea FC\" under the \"Football\" category.",
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      "domain": "News & Media",
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    "k_shot": 3,
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  {
    "app": "bbc sports",
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        "episode": {
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          "goal": "Open BBC Sports. Browse the latest news in the \"Golf\" category.",
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          "domain": "News & Media",
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      {
        "episode": {
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          "goal": "Open BBC Sports. On the 'Golf' section, read the latest news and updates.",
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      {
        "episode": {
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          "goal": "Open BBC Sports. Search for \"Golf\" in the \"Sports\" tab and check the latest news.",
          "detected_app": "bbc sports",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.7929851412773132,
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    "query": {
      "episode_id": "0d591014e8bf4784a7c63e80f2ffdd87",
      "goal": "Open BBC Sports. Choose 'Golf' from the 'All Sport' category. List the current top players.",
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      "domain": "News & Media",
      "split": "train"
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  {
    "app": "bbc sports",
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        "episode": {
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          "goal": "Open BBC Sports. Browse the latest news for 'Formula 1' on the 'Home' tab.",
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        "episode": {
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          "goal": "Open BBC Sports. Search for 'Formula 1' in the 'Sports' tab and check the latest news.",
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      {
        "episode": {
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          "goal": "Open BBC Sports. Browse \"Formula 1\" and check the latest updates.",
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        "similarity": 0.9239655137062073,
        "action_similarity": 0.9555827379226685,
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    ],
    "query": {
      "episode_id": "ff2111351e48464a8f75cd84bbafcda7",
      "goal": "Open BBC Sports. Browse the latest news in 'Formula 1'.",
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    "k_shot": 3,
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  {
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        "episode": {
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          "goal": "Open BBC Sports. Browse the first news in \"Tennis\".",
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        "similarity": 0.7666875123977661,
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      {
        "episode": {
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          "goal": "Open BBC Sports. Navigate to \"Tennis\" section, find the latest news and updates.",
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        "similarity": 0.7659650444984436,
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      {
        "episode": {
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          "goal": "Open BBC Sports. Switch to the \"Athletics\" section and check the upcoming matches schedule.",
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          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.7043675184249878,
        "action_similarity": 0.7370805144309998,
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    "query": {
      "episode_id": "212614af8fc2405a9c47b64488e09a62",
      "goal": "Open BBC Sports. Select Tennis in \"All Sport\". Switch to \"Calendar\". What are the upcoming events for this sport?",
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      "domain": "News & Media",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "bbc sports",
    "support": [
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        "episode": {
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          "goal": "Open BBC Sports. In the \"Football\" tab, find the upcoming fixtures of \"Chelsea\".",
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          "domain": "News & Media",
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        "similarity": 0.9431589245796204,
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      {
        "episode": {
          "episode_id": "4efde096a87e4dd6a84bb5a429baea95",
          "goal": "Open BBC Sports. Open \"Football\" and select \"Premier League\". Choose \"fixtures\" and check the next match date of \"Chelsea FC\".",
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          "domain": "News & Media",
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        "similarity": 0.8704010248184204,
        "action_similarity": 0.8479241132736206,
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      {
        "episode": {
          "episode_id": "5466802733fa41709bc633562c924d71",
          "goal": "Open BBC Sports. Search for the team \"Chelsea FC\" under the \"Football\" category.",
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          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8593945503234863,
        "action_similarity": 0.9406896233558655,
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    ],
    "query": {
      "episode_id": "660057d30b60462d93fe34dc6fa136ea",
      "goal": "Open BBC Sports. Explore the 'Football team pages' for 'Chelsea' and look at the upcoming fixtures.",
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      "domain": "News & Media",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "bbc sports",
    "support": [
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        "episode": {
          "episode_id": "80ab8a1eb7d44d50b9c58dfce782ffb3",
          "goal": "Open BBC Sports. Browse the latest news in the \"Rugby Union\" category.",
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          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8879889249801636,
        "action_similarity": 0.8497022986412048,
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      {
        "episode": {
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          "goal": "Open BBC Sports. Browse the latest news in \"Rugby Union\".",
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        "similarity": 0.8809577822685242,
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      {
        "episode": {
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          "goal": "Open BBC Sports. Go to the \"My Sport\" tab, add \"Rugby Union\" to the list and save the changes.",
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          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8297905921936035,
        "action_similarity": 0.8182177543640137,
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    ],
    "query": {
      "episode_id": "b034a30ca75249fea3d9b95f74d86539",
      "goal": "Open BBC Sports. Navigate to \"live_guide\", view the catch up events related to \"Rugby Union\".",
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      "split": "train"
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    "k_shot": 3,
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  {
    "app": "bbc sports",
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        "episode": {
          "episode_id": "cb2db35fd3b041c584074294ab3a6a68",
          "goal": "Open BBC Sports. Navigate to 'Live Guide', find upcoming live events related to 'Football'.",
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      {
        "episode": {
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          "goal": "Open BBC Sports. In the \"live guide\" feature, look up the catch up live \"Football\" events.",
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        "similarity": 0.8951750993728638,
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      {
        "episode": {
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          "goal": "Open BBC Sports. Check the football live scores on the 'Scores & Fixtures' tab.",
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          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.8116769790649414,
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    ],
    "query": {
      "episode_id": "9bae694787f742f39284d504b604ba05",
      "goal": "Open BBC Sports. Go to 'Live Guide' and explore the latest live events of football.",
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    "k_shot": 3,
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  {
    "app": "bbc sports",
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        "episode": {
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          "goal": "Open BBC Sports. Navigate to 'Athletics' section, find the latest news and updates.",
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        "similarity": 0.6775604486465454,
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      {
        "episode": {
          "episode_id": "5a9c58fa8db443a895cbbfc68ee4bc95",
          "goal": "Open BBC Sports. Browse the first news in the \"Football\" tab.",
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        "similarity": 0.6714489459991455,
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      {
        "episode": {
          "episode_id": "edbe8daaee4141e4a2a4283b875bc408",
          "goal": "Open BBC Sports. Browse the second news in the \"Cricket\" tab.",
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          "domain": "News & Media",
          "split": "train"
        },
        "similarity": 0.6698834896087646,
        "action_similarity": 0.8668307065963745,
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    ],
    "query": {
      "episode_id": "341e9de1abd64a1a98dcd802a44eebcf",
      "goal": "Open BBC Sports. In the 'Footbal' tab, search and browse the latest news on 'Rangnick.'",
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      "domain": "News & Media",
      "split": "train"
    },
    "k_shot": 3,
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  {
    "app": "bbc sports",
    "support": [
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        "episode": {
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          "goal": "Open BBC Sports. Browse the latest news in 'Formula 1'.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.9239656329154968,
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        "episode": {
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          "goal": "Open BBC Sports. Search for 'Formula 1' in the 'Sports' tab and check the latest news.",
          "detected_app": "bbc sports",
          "domain": "News & Media",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open BBC Sports. Browse the latest news for 'Formula 1' on the 'Home' tab.",
          "detected_app": "bbc sports",
          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.9144979119300842,
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    "query": {
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      "goal": "Open BBC Sports. Browse \"Formula 1\" and check the latest updates.",
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        "episode": {
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          "goal": "Open BBC Sports. Go to 'Football' section and check the latest scores of Premier League Matches.",
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      "goal": "Open BBC Sports. In the 'football_team_pages', look up top player stats for the 'Arsenal' club.",
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      {
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      "goal": "Open BBC Sports. Switch to the \"Athletics\" section and check the upcoming matches schedule.",
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          "goal": "Open BBC Sports. Choose 'Golf' from the 'All Sport' category. List the current top players.",
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      "goal": "Open BBC Sports. Search for \"Golf\" in the \"Sports\" tab and check the latest news.",
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          "goal": "Open BBC Sports. Edit 'My Sport' in the 'My Sport' tab. Add 'rugby' and save the changes.",
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        "episode": {
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          "goal": "Open BBC Sports. Edit \"My sport\" in the \"My sport\" tab. Remove \"Golf\" and save the changes.",
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      {
        "episode": {
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        "episode": {
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    "app": "bbc sports",
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        "episode": {
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          "goal": "Open BBC Sports. Edit \"My sport\" in the \"My sport\" tab. Remove \"cricket\" and save the changes.",
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      {
        "episode": {
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          "goal": "Open BBC Sports. Open 'My Sport' tab, customize sports interests to only include 'Rugby League', 'Golf' and 'Formula 1'.",
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          "domain": "News & Media",
          "split": "train"
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        "similarity": 0.8646285533905029,
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    ],
    "query": {
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      "goal": "Open BBC Sports. Edit 'My Sport' in the 'My Sport' tab. Add 'rugby' and save the changes.",
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    "k_shot": 3,
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  {
    "app": "ikea hk",
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          "goal": "Open IKEA HK. Click on your wishlist. Check the total price of the items in your wishlist. Remove the second item from your wishlist.",
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      {
        "episode": {
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          "goal": "Open IKEA HK. Search \"Office Desk\". Sort the items by highest recommended. Select the third item, add it to the cart. What is the total price now?",
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          "domain": "E-Commerce & Shopping",
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      "goal": "Open IKEA HK. Open \"Decoration\". Navigate to \"Mirrors\" category. Add the second item to wishlist. What is the price after adding it to wishlist?",
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      "goal": "Open IKEA HK. Search \"dining chair\". Filter by \"New products\". Select the first item. What are the care instructions for this item?",
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          "goal": "Open IKEA HK. Search for \"sofas\". Filter by \"Color: grey\". Select the third item. What is the assembly requirement of this item?",
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          "episode_id": "a4c22b922550477cbecf70e8b13b8b9c",
          "goal": "Open Quora. Search \"Space Exploration\". Set the filter to \"Questions\". Select the fourth question. Sort the answers by votes.",
          "detected_app": "quora",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.7375146150588989,
        "action_similarity": 0.9199551343917847,
        "ui_similarity": 0.8235135232376084
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      {
        "episode": {
          "episode_id": "bb994fc33c34460db264d0fd01a8e153",
          "goal": "Open Quora. Search \"Green Energy\". Set the filter to \"Questions\". Select the third question. Sort the answers by votes.",
          "detected_app": "quora",
          "domain": "Social Media & Messaging",
          "split": "train"
        },
        "similarity": 0.7296122312545776,
        "action_similarity": 0.902011513710022,
        "ui_similarity": 0.9455852451151122
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    ],
    "query": {
      "episode_id": "5c3cd6f148c74f91abd98095a28dcd94",
      "goal": "Open Quora. Search \"Virtual Reality\". Set the filter to \"All\". Choose the third question. Sort the answers by \"Most Recent\".",
      "detected_app": "quora",
      "domain": "Social Media & Messaging",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.759675939877828,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8940426111221313,
    "avg_ui_similarity": 0.8999902373534451
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
          "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7316592931747437,
        "action_similarity": 0.9168913960456848,
        "ui_similarity": 0.96274906113816
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        "episode": {
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          "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6556341648101807,
        "action_similarity": 0.8973249793052673,
        "ui_similarity": 0.7768395317316176
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        "episode": {
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          "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6458665132522583,
        "action_similarity": 0.8647507429122925,
        "ui_similarity": 0.9551799359480813
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    "query": {
      "episode_id": "d8492d0793a6482ba47cbce737525910",
      "goal": "Open Wego. Search a round trip flight from San Francisco to Melbourne. Departure date is September 1, return date is September 30. 1 adult and 1 child. Economy class cabin. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6777199904123942,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8929890394210815,
    "avg_ui_similarity": 0.8982561762726196
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7ccb599c085641b6aedd72c0f6a4c07e",
          "goal": "Open Wego. Search hotels in Kuala Lumpur, from 20 January to 26 January. 2 guests in 1 room. Four stars. Search by name Shangri-La Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7473244071006775,
        "action_similarity": 0.8599635362625122,
        "ui_similarity": 0.9662147804263007
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      {
        "episode": {
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          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6980296969413757,
        "action_similarity": 0.9062706232070923,
        "ui_similarity": 0.8867633582872444
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        "episode": {
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          "goal": "Open Wego. Search hotels in Dubai, from 25 December to 31 December. 2 guests in 1 room. Five stars. Sort by guest rating. Search by name Burj Al Arab.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.674922525882721,
        "action_similarity": 0.874729573726654,
        "ui_similarity": 0.9779256851177738
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    "query": {
      "episode_id": "f7b110d9e8f74c19834ed4de634e460e",
      "goal": "Open Wego. Search hotels in Bangkok, from 20 December to 26 December. 3 guests in 1 room. Three stars. Search by name Oasis Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7067588766415914,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8803212443987528,
    "avg_ui_similarity": 0.943634607943773
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  {
    "app": "wego",
    "support": [
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        "episode": {
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          "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8311811089515686,
        "action_similarity": 0.9061493873596191,
        "ui_similarity": 0.861906295896582
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        "episode": {
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          "goal": "Open Wego. Search a return flight from Paris to Shanghai. Departure date 14 June, return date 24 June. 2 adults, first class. Any Payment types is ok. Sort by least stops.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8013850450515747,
        "action_similarity": 0.8512362241744995,
        "ui_similarity": 0.8578974168777604
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          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7907671928405762,
        "action_similarity": 0.8678638339042664,
        "ui_similarity": 0.8594526960818413
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    "query": {
      "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
      "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8077777822812399,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8750831484794617,
    "avg_ui_similarity": 0.8597521362853945
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "f7b110d9e8f74c19834ed4de634e460e",
          "goal": "Open Wego. Search hotels in Bangkok, from 20 December to 26 December. 3 guests in 1 room. Three stars. Search by name Oasis Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7473244071006775,
        "action_similarity": 0.8599635362625122,
        "ui_similarity": 0.9662147804263007
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      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7348052263259888,
        "action_similarity": 0.7158629298210144,
        "ui_similarity": 0.9528747524666281
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      {
        "episode": {
          "episode_id": "200b0788d34041768460a0465a4e85ee",
          "goal": "Open Wego. Search hotels in Barcelona, from 20 November to 27 November. 3 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by proximity to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7324000597000122,
        "action_similarity": 0.901924729347229,
        "ui_similarity": 0.871232639340992
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    ],
    "query": {
      "episode_id": "7ccb599c085641b6aedd72c0f6a4c07e",
      "goal": "Open Wego. Search hotels in Kuala Lumpur, from 20 January to 26 January. 2 guests in 1 room. Four stars. Search by name Shangri-La Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7381765643755595,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8259170651435852,
    "avg_ui_similarity": 0.9301073907446403
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  {
    "app": "wego",
    "support": [
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        "episode": {
          "episode_id": "a1bfe954487b4aeeac48218e2d5498b3",
          "goal": "Open Wego. Find a one-way flight from Chicago to Los Angeles on August 3. 1 adult. Economy class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7782827615737915,
        "action_similarity": 0.8795146346092224,
        "ui_similarity": 0.8676373468748133
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      {
        "episode": {
          "episode_id": "0b2cf11ec1a541c18f837dfd183eb9f9",
          "goal": "Open Wego. Search a one-way flight from Toronto to Sydney. Departure date 1 June. 2 adults and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6934666037559509,
        "action_similarity": 0.9202556014060974,
        "ui_similarity": 0.9807035198089694
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      {
        "episode": {
          "episode_id": "4eaedd30e39645899a0a07564189dae2",
          "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6677342057228088,
        "action_similarity": 0.8749392628669739,
        "ui_similarity": 0.9747411342078288
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    ],
    "query": {
      "episode_id": "04fd4bcf9cfc4b598c6631a80727df9d",
      "goal": "Open Wego. Find a one-way flight from Sydney to Los Angeles on December 10. 3 adults. Business class cabin. Sort by cheapest.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7131611903508505,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8915698329607645,
    "avg_ui_similarity": 0.9410273336305371
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7527612447738647,
        "action_similarity": 0.9341983795166016,
        "ui_similarity": 0.9765571463666354
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      {
        "episode": {
          "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
          "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7398515343666077,
        "action_similarity": 0.9343568682670593,
        "ui_similarity": 0.8736536794430901
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      {
        "episode": {
          "episode_id": "3fb2904f8d7a4088a139f678b2e6ba34",
          "goal": "Open Wego. Search for a first class return flight from Singapore to Hong Kong. Departure date is 10 November, return date is 20 November. 3 adults. Any Payment types is ok. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7156323194503784,
        "action_similarity": 0.8891028165817261,
        "ui_similarity": 0.9786795198755003
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    ],
    "query": {
      "episode_id": "a51d4db6aab9435c912fe5fad4fe6fd6",
      "goal": "Open Wego. Search a one-way flight from London to Hong Kong. Departure date 5 September. 2 adults and 1 infant. First class cabin. Any Payment types is ok. Sort by least stops.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7360816995302836,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9192193547884623,
    "avg_ui_similarity": 0.9429634485617419
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9169257879257202,
        "action_similarity": 0.7562777996063232,
        "ui_similarity": 0.865355070593112
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      {
        "episode": {
          "episode_id": "f7e771e759304491b6017f84d872f728",
          "goal": "Open Wego. Search hotels in Rome, from 1 December to 8 December. 4 guests in 2 rooms. Five stars. Book on Wego and official hotel website. Sort by closest to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8826203942298889,
        "action_similarity": 0.8694930076599121,
        "ui_similarity": 0.9749622443247008
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7295668125152588,
        "action_similarity": 0.8485920429229736,
        "ui_similarity": 0.9764244146961254
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    ],
    "query": {
      "episode_id": "8a5c571d94b24897a3bb706f8e948bfd",
      "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8430376648902893,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8247876167297363,
    "avg_ui_similarity": 0.9389139098713128
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6760876178741455,
        "action_similarity": 0.9056336879730225,
        "ui_similarity": 0.8500532455432499
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      {
        "episode": {
          "episode_id": "d8b1be6114d34bceb5f5f59a09a41352",
          "goal": "Open Wego. Search a one-way flight from Stockholm to Rome. Departure date 30 August. 2 adults. First class. Any Payment types is ok. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6744833588600159,
        "action_similarity": 0.7708252668380737,
        "ui_similarity": 0.8884220724948062
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      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6499030590057373,
        "action_similarity": 0.5527216792106628,
        "ui_similarity": 0.9376261919287823
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    ],
    "query": {
      "episode_id": "3593f481b6c44b209960f1befc211820",
      "goal": "Open Wego. Search multi-city flights from Rome to Geneva on July 8, from Geneva to Madrid on July 10 and from Madrid to Rome on July 12. 2 adults. First class. Payment with debit card. Sort by best deals.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6668246785799662,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7430602113405863,
    "avg_ui_similarity": 0.8920338366556129
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7667026519775391,
        "action_similarity": 0.7614070773124695,
        "ui_similarity": 0.921522067769567
      },
      {
        "episode": {
          "episode_id": "300d139bf3b541e7a7eff24274f66918",
          "goal": "Open Wego. Search hotels in Paris, from 5 July to 12 July. 2 guests and no child in 1 room. Five stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7563170790672302,
        "action_similarity": 0.92685467004776,
        "ui_similarity": 0.8845953907281201
      },
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7550160884857178,
        "action_similarity": 0.8419636487960815,
        "ui_similarity": 0.9775330865532718
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    ],
    "query": {
      "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
      "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.759345273176829,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.843408465385437,
    "avg_ui_similarity": 0.9278835150169863
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "f26ca44083ef4d7d859596da38fc3437",
          "goal": "Open Wego. Search a round trip flight from Beijing to Vancouver. Departure date is August 1, return date is August 31. 1 adult and 2 children. Business class cabin. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8118011951446533,
        "action_similarity": 0.8759691715240479,
        "ui_similarity": 0.9640434272827652
      },
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8117874264717102,
        "action_similarity": 0.8197680711746216,
        "ui_similarity": 0.9701655202487761
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      {
        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8048258423805237,
        "action_similarity": 0.8470560312271118,
        "ui_similarity": 0.8445231057971837
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    ],
    "query": {
      "episode_id": "9ffee6a479894690a112c24767f46a58",
      "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8094714879989624,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8475977579752604,
    "avg_ui_similarity": 0.9262440177762415
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.75066077709198,
        "action_similarity": 0.875643789768219,
        "ui_similarity": 0.8714522891579546
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      {
        "episode": {
          "episode_id": "935974414a81483eae0058692a26d983",
          "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7446107268333435,
        "action_similarity": 0.8417661190032959,
        "ui_similarity": 0.9692079551207157
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      {
        "episode": {
          "episode_id": "490751ad57c94d64a4026987021f9ca0",
          "goal": "Open Wego. Find a round trip flight from Sydney to Auckland. Departure date is October 1, return date is October 20. 1 Adult. Premium Economy class. Sort by most popular. Only direct flights are preferred.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6735348701477051,
        "action_similarity": 0.7696967720985413,
        "ui_similarity": 0.9736750808516426
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    ],
    "query": {
      "episode_id": "2d56090082b642de8c744acef97dd1f6",
      "goal": "Open Wego. Search for a business class return flight from Sydney to Tokyo. Departure date is 10 October, return date is 20 October. 2 adults. Any Payment types is ok. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7229354580243429,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8290355602900187,
    "avg_ui_similarity": 0.9381117750434376
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7779020071029663,
        "action_similarity": 0.8951861262321472,
        "ui_similarity": 0.9686559567928292
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      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7453837394714355,
        "action_similarity": 0.8971951007843018,
        "ui_similarity": 0.9110144858840253
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      {
        "episode": {
          "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
          "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6998329162597656,
        "action_similarity": 0.9126927852630615,
        "ui_similarity": 0.8692420234453502
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    ],
    "query": {
      "episode_id": "582ab6ecaaf047199d3c71478c47a7e7",
      "goal": "Open Wego. Search a one-way flight from Madrid to Vienna on June 10. 2 adults. Economy class. Payment with MasterCard. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7410395542780558,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9016913374265035,
    "avg_ui_similarity": 0.9163041553740682
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6786505579948425,
        "action_similarity": 0.7283666133880615,
        "ui_similarity": 0.9652509713959843
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      {
        "episode": {
          "episode_id": "8a5c571d94b24897a3bb706f8e948bfd",
          "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6687371134757996,
        "action_similarity": 0.8287723064422607,
        "ui_similarity": 0.9129311361451867
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      {
        "episode": {
          "episode_id": "898520a347a04d489fd48ade74417220",
          "goal": "Open Wego. Search hotels in Amsterdam, from 15 December to 25 December. 2 guests in 1 room. Four stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6671274304389954,
        "action_similarity": 0.892731249332428,
        "ui_similarity": 0.8927315471276484
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    ],
    "query": {
      "episode_id": "9d10bb7df4aa4fd3a7b4f33dabeb6573",
      "goal": "Open Wego. Search hotels in Istanbul, from 20 November to 30 November. 4 guests in 2 rooms. Five stars. Sort by guest rating. Search by name Four Seasons.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6715050339698792,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8166233897209167,
    "avg_ui_similarity": 0.9236378848896064
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "f7e771e759304491b6017f84d872f728",
          "goal": "Open Wego. Search hotels in Rome, from 1 December to 8 December. 4 guests in 2 rooms. Five stars. Book on Wego and official hotel website. Sort by closest to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9257050156593323,
        "action_similarity": 0.7085397839546204,
        "ui_similarity": 0.8061358095622649
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      {
        "episode": {
          "episode_id": "8a5c571d94b24897a3bb706f8e948bfd",
          "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9169257879257202,
        "action_similarity": 0.7562777996063232,
        "ui_similarity": 0.865355070593112
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7433851957321167,
        "action_similarity": 0.8357734680175781,
        "ui_similarity": 0.8435680792254866
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    ],
    "query": {
      "episode_id": "8fe95867615043deb0da4065606d4e39",
      "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.862005333105723,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7668636838595072,
    "avg_ui_similarity": 0.8383529864602878
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7583898305892944,
        "action_similarity": 0.8841049671173096,
        "ui_similarity": 0.8880220450575453
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7316195368766785,
        "action_similarity": 0.9081464409828186,
        "ui_similarity": 0.891631668839547
      },
      {
        "episode": {
          "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
          "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7178635597229004,
        "action_similarity": 0.8467627763748169,
        "ui_similarity": 0.9623559073404294
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    ],
    "query": {
      "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
      "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7359576423962911,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8796713948249817,
    "avg_ui_similarity": 0.9140032070791739
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7bb9b74a37a2496ba6ec8e599f41a409",
          "goal": "Open Wego. Book a one-way flight from Moscow to Berlin on August 10. 2 adults and 1 child. Business class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8994836211204529,
        "action_similarity": 0.9495864510536194,
        "ui_similarity": 0.9633051112451656
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      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7245763540267944,
        "action_similarity": 0.8324702978134155,
        "ui_similarity": 0.9702714588033773
      },
      {
        "episode": {
          "episode_id": "9a652cefd74b4e60a55df8863e88001b",
          "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6673168540000916,
        "action_similarity": 0.8535603284835815,
        "ui_similarity": 0.8473307695005966
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    ],
    "query": {
      "episode_id": "a0b55ccd74184877b6f4d826a9740832",
      "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7637922763824463,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8785390257835388,
    "avg_ui_similarity": 0.9269691131830465
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7571094632148743,
        "action_similarity": 0.8690104484558105,
        "ui_similarity": 0.8144217205553093
      },
      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.753355860710144,
        "action_similarity": 0.6080507040023804,
        "ui_similarity": 0.9480552947036512
      },
      {
        "episode": {
          "episode_id": "200b0788d34041768460a0465a4e85ee",
          "goal": "Open Wego. Search hotels in Barcelona, from 20 November to 27 November. 3 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by proximity to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7503206133842468,
        "action_similarity": 0.818709135055542,
        "ui_similarity": 0.810594344314908
      }
    ],
    "query": {
      "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
      "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7535953124364217,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7652567625045776,
    "avg_ui_similarity": 0.8576904531912893
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8195470571517944,
        "action_similarity": 0.9086756706237793,
        "ui_similarity": 0.9034232509331521
      },
      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.724321186542511,
        "action_similarity": 0.8196302056312561,
        "ui_similarity": 0.865111933831893
      },
      {
        "episode": {
          "episode_id": "490751ad57c94d64a4026987021f9ca0",
          "goal": "Open Wego. Find a round trip flight from Sydney to Auckland. Departure date is October 1, return date is October 20. 1 Adult. Premium Economy class. Sort by most popular. Only direct flights are preferred.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7212789058685303,
        "action_similarity": 0.8523543477058411,
        "ui_similarity": 0.9462062901695999
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    ],
    "query": {
      "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
      "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7550490498542786,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8602200746536255,
    "avg_ui_similarity": 0.904913824978215
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "ab8de9f801f94cc89e0cbc0f0c64538a",
          "goal": "Open Wego. Search a return flight from Cairo to Dubai. Departure date 22 May, return date 1 June. 1 adult, economy class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8758739233016968,
        "action_similarity": 0.9146389365196228,
        "ui_similarity": 0.9638435927245042
      },
      {
        "episode": {
          "episode_id": "9a652cefd74b4e60a55df8863e88001b",
          "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6630959510803223,
        "action_similarity": 0.8896792531013489,
        "ui_similarity": 0.8450087923809602
      },
      {
        "episode": {
          "episode_id": "9dc59983c64345f2a8789a4780dbe576",
          "goal": "Open Wego. Search hotels in Dubai, from 25 December to 31 December. 2 guests in 1 room. Five stars. Sort by guest rating. Search by name Burj Al Arab.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.601297914981842,
        "action_similarity": 0.7250962853431702,
        "ui_similarity": 0.9464169633184711
      }
    ],
    "query": {
      "episode_id": "b70bde6758d44ec88605baf013f5932a",
      "goal": "Open Wego. Search a one-way flight from Cairo to Dubai on July 5. 2 adults. Business class. Payment with MasterCard. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7134225964546204,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8431381583213806,
    "avg_ui_similarity": 0.9184231161413118
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "3593f481b6c44b209960f1befc211820",
          "goal": "Open Wego. Search multi-city flights from Rome to Geneva on July 8, from Geneva to Madrid on July 10 and from Madrid to Rome on July 12. 2 adults. First class. Payment with debit card. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6744833588600159,
        "action_similarity": 0.7708252668380737,
        "ui_similarity": 0.8884220724948062
      },
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6685094833374023,
        "action_similarity": 0.8496859669685364,
        "ui_similarity": 0.9654657216913449
      },
      {
        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6439173221588135,
        "action_similarity": 0.7702218890190125,
        "ui_similarity": 0.9392594897857865
      }
    ],
    "query": {
      "episode_id": "d8b1be6114d34bceb5f5f59a09a41352",
      "goal": "Open Wego. Search a one-way flight from Stockholm to Rome. Departure date 30 August. 2 adults. First class. Any Payment types is ok. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6623033881187439,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7969110409418741,
    "avg_ui_similarity": 0.9310490946573126
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
          "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.759064793586731,
        "action_similarity": 0.8553035259246826,
        "ui_similarity": 0.8761405394849902
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      {
        "episode": {
          "episode_id": "a1bfe954487b4aeeac48218e2d5498b3",
          "goal": "Open Wego. Find a one-way flight from Chicago to Los Angeles on August 3. 1 adult. Economy class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7425812482833862,
        "action_similarity": 0.8927197456359863,
        "ui_similarity": 0.8515405221628611
      },
      {
        "episode": {
          "episode_id": "04fd4bcf9cfc4b598c6631a80727df9d",
          "goal": "Open Wego. Find a one-way flight from Sydney to Los Angeles on December 10. 3 adults. Business class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6677342057228088,
        "action_similarity": 0.8749392628669739,
        "ui_similarity": 0.9747411342078288
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    ],
    "query": {
      "episode_id": "4eaedd30e39645899a0a07564189dae2",
      "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.723126749197642,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8743208448092142,
    "avg_ui_similarity": 0.90080739861856
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7309296727180481,
        "action_similarity": 0.8291205763816833,
        "ui_similarity": 0.8350017945058091
      },
      {
        "episode": {
          "episode_id": "ab8de9f801f94cc89e0cbc0f0c64538a",
          "goal": "Open Wego. Search a return flight from Cairo to Dubai. Departure date 22 May, return date 1 June. 1 adult, economy class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.716970682144165,
        "action_similarity": 0.8569332957267761,
        "ui_similarity": 0.8717363771304178
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      {
        "episode": {
          "episode_id": "a0b55ccd74184877b6f4d826a9740832",
          "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6673168540000916,
        "action_similarity": 0.8535603284835815,
        "ui_similarity": 0.8473307695005967
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    ],
    "query": {
      "episode_id": "9a652cefd74b4e60a55df8863e88001b",
      "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7050724029541016,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8465380668640137,
    "avg_ui_similarity": 0.8513563137122745
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8158092498779297,
        "action_similarity": 0.9205851554870605,
        "ui_similarity": 0.9924983787530427
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      {
        "episode": {
          "episode_id": "3fb2904f8d7a4088a139f678b2e6ba34",
          "goal": "Open Wego. Search for a first class return flight from Singapore to Hong Kong. Departure date is 10 November, return date is 20 November. 3 adults. Any Payment types is ok. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7152566313743591,
        "action_similarity": 0.8871581554412842,
        "ui_similarity": 0.9581298687929611
      },
      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6797642111778259,
        "action_similarity": 0.8390880823135376,
        "ui_similarity": 0.9610154390051164
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    ],
    "query": {
      "episode_id": "bcf795cd9c13487980cf72ac46c7fd36",
      "goal": "Open Wego. Search a one-way flight from Delhi to Singapore on August 15. 2 adults. Business class. Payment with Visa Card. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7369433641433716,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8822771310806274,
    "avg_ui_similarity": 0.97054789551704
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a0b55ccd74184877b6f4d826a9740832",
          "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8994836211204529,
        "action_similarity": 0.9495864510536194,
        "ui_similarity": 0.9633051112451658
      },
      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6708112955093384,
        "action_similarity": 0.8435488939285278,
        "ui_similarity": 0.9619187235430718
      },
      {
        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6613349914550781,
        "action_similarity": 0.7979355454444885,
        "ui_similarity": 0.8554207124117998
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    ],
    "query": {
      "episode_id": "7bb9b74a37a2496ba6ec8e599f41a409",
      "goal": "Open Wego. Book a one-way flight from Moscow to Berlin on August 10. 2 adults and 1 child. Business class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7438766360282898,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8636902968088785,
    "avg_ui_similarity": 0.9268815157333458
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "c55c34594d914e74b16d7222690e66df",
          "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394582867622375,
        "action_similarity": 0.8822234869003296,
        "ui_similarity": 0.8583636009021941
      },
      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7563170790672302,
        "action_similarity": 0.92685467004776,
        "ui_similarity": 0.8845953907281201
      },
      {
        "episode": {
          "episode_id": "dd8b40732c6a4978a5f649d1ef199df7",
          "goal": "Open Wego. Search hotels in Sydney, from 1 January to 7 January. 2 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6949772834777832,
        "action_similarity": 0.7941458821296692,
        "ui_similarity": 0.8422920706677827
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    ],
    "query": {
      "episode_id": "300d139bf3b541e7a7eff24274f66918",
      "goal": "Open Wego. Search hotels in Paris, from 5 July to 12 July. 2 guests and no child in 1 room. Five stars. Search by name Ritz Carlton.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7635842164357504,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8677413463592529,
    "avg_ui_similarity": 0.8617503540993656
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7603432536125183,
        "action_similarity": 0.9110740423202515,
        "ui_similarity": 0.8597874831485494
      },
      {
        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7592816352844238,
        "action_similarity": 0.9358704090118408,
        "ui_similarity": 0.9879887396839753
      },
      {
        "episode": {
          "episode_id": "4b5f544e164a42e5bba1ff2c2028efaf",
          "goal": "Open Wego. Search a round trip flight from New York to Tokyo. Departure date is June 11, return date is June 30. 2 adults and 1 child. Premium Economy cabin class. Payment method is undefined. Sort by fastest route and filter only book on Wego.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7167157530784607,
        "action_similarity": 0.8969235420227051,
        "ui_similarity": 0.8494633727364123
      }
    ],
    "query": {
      "episode_id": "e4f19b4836374bc2adf497372d721bbd",
      "goal": "Open Wego. Search a return flight from Miami to New York, depart on August 15 and return on August 30. 1 adult, Business class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7454468806584676,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9146226644515991,
    "avg_ui_similarity": 0.8990798651896457
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8118011951446533,
        "action_similarity": 0.8759691715240479,
        "ui_similarity": 0.9640434272827652
      },
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7619179487228394,
        "action_similarity": 0.8998060822486877,
        "ui_similarity": 0.8627779478248515
      },
      {
        "episode": {
          "episode_id": "935974414a81483eae0058692a26d983",
          "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6598254442214966,
        "action_similarity": 0.9011801481246948,
        "ui_similarity": 0.9681628583186519
      }
    ],
    "query": {
      "episode_id": "f26ca44083ef4d7d859596da38fc3437",
      "goal": "Open Wego. Search a round trip flight from Beijing to Vancouver. Departure date is August 1, return date is August 31. 1 adult and 2 children. Business class cabin. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7445148626963297,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8923184672991434,
    "avg_ui_similarity": 0.9316614111420897
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7488318085670471,
        "action_similarity": 0.8729145526885986,
        "ui_similarity": 0.984673847941755
      },
      {
        "episode": {
          "episode_id": "20b91da3dcef42e08bc4a084507ed181",
          "goal": "Open Wego. Find multi-city flights from Amsterdam to Athens on May 5, from Athens to Cairo on May 8 and from Cairo back to Amsterdam on May 12. 1 adult. First class. Sort by price and filter only book on Wego. The price must be under US$3000.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6704612970352173,
        "action_similarity": 0.8440155386924744,
        "ui_similarity": 0.8614826688417735
      },
      {
        "episode": {
          "episode_id": "89d8599fb11041938fe4381478d4de8b",
          "goal": "Open Wego. Search a return flight from Boston to London. Departure date is September 8, return date is September 18. 2 adults, business class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6386271119117737,
        "action_similarity": 0.9141266942024231,
        "ui_similarity": 0.9833139512339693
      }
    ],
    "query": {
      "episode_id": "adc131f0d2434635b2fa4a8c93b72395",
      "goal": "Open Wego. Find a one-way flight from Boston to Amsterdam on May 5. 1 adult. Business class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6859734058380127,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.877018928527832,
    "avg_ui_similarity": 0.9431568226724992
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8000595569610596,
        "action_similarity": 0.9336189031600952,
        "ui_similarity": 0.9796650163850107
      },
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7766457796096802,
        "action_similarity": 0.9156523942947388,
        "ui_similarity": 0.8637034184301463
      },
      {
        "episode": {
          "episode_id": "34964d1cc744411aaf0a7493e211469c",
          "goal": "Open Wego. Find a one-way flight from Rio De Janeiro to Santiago on May 5. 1 adult. First class cabin. Any payment methods are ok. Sort by earliest timing and filter only book on Wego.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7164748311042786,
        "action_similarity": 0.8648842573165894,
        "ui_similarity": 0.9504053192113234
      }
    ],
    "query": {
      "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
      "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7643933892250061,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9047185182571411,
    "avg_ui_similarity": 0.9312579180088268
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "14346d3d0a2e4eaab99c64af2582d1e0",
          "goal": "Open Wego. Search hotels in Sydney, from 1 December to 7 December. 2 guests in 1 room. Four stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8905054926872253,
        "action_similarity": 0.8224076628684998,
        "ui_similarity": 0.9676002711847196
      },
      {
        "episode": {
          "episode_id": "898520a347a04d489fd48ade74417220",
          "goal": "Open Wego. Search hotels in Amsterdam, from 15 December to 25 December. 2 guests in 1 room. Four stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7044521570205688,
        "action_similarity": 0.766539454460144,
        "ui_similarity": 0.9643857197069153
      },
      {
        "episode": {
          "episode_id": "7ccb599c085641b6aedd72c0f6a4c07e",
          "goal": "Open Wego. Search hotels in Kuala Lumpur, from 20 January to 26 January. 2 guests in 1 room. Four stars. Search by name Shangri-La Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7038066983222961,
        "action_similarity": 0.7823301553726196,
        "ui_similarity": 0.8421525351492392
      }
    ],
    "query": {
      "episode_id": "dd8b40732c6a4978a5f649d1ef199df7",
      "goal": "Open Wego. Search hotels in Sydney, from 1 January to 7 January. 2 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7662547826766968,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7904257575670878,
    "avg_ui_similarity": 0.9247128420136247
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
          "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7583898901939392,
        "action_similarity": 0.8841049671173096,
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      {
        "episode": {
          "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
          "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.757109522819519,
        "action_similarity": 0.8690104484558105,
        "ui_similarity": 0.8144217205553093
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7550161480903625,
        "action_similarity": 0.8419636487960815,
        "ui_similarity": 0.9775330865532718
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    ],
    "query": {
      "episode_id": "17d502da33b349dca2878df4485aa55b",
      "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7568385203679403,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8650263547897339,
    "avg_ui_similarity": 0.8933256173887089
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.793028712272644,
        "action_similarity": 0.8741583824157715,
        "ui_similarity": 0.9865173708902542
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      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7366319298744202,
        "action_similarity": 0.8264039158821106,
        "ui_similarity": 0.9885359496964724
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      {
        "episode": {
          "episode_id": "ecb4ff3b02984fea9f230949f1466128",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Honolulu on May 21. 2 adults and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6951196193695068,
        "action_similarity": 0.8213340640068054,
        "ui_similarity": 0.9665212509252074
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    ],
    "query": {
      "episode_id": "f157d0291e63406d838364e6015ab017",
      "goal": "Open Wego. Find a one-way flight from Shanghai to Taipei on December 16. 1 adult and 1 child. Business class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7415934205055237,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8406321207682291,
    "avg_ui_similarity": 0.9805248571706446
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
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          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8013850450515747,
        "action_similarity": 0.8512362241744995,
        "ui_similarity": 0.8578974168777604
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      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7010401487350464,
        "action_similarity": 0.9568676352500916,
        "ui_similarity": 0.970381477740925
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        "episode": {
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          "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6893083453178406,
        "action_similarity": 0.8329728841781616,
        "ui_similarity": 0.848959244685291
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    ],
    "query": {
      "episode_id": "c109e947878b4b70bad60bc53395ca51",
      "goal": "Open Wego. Search a return flight from Paris to Shanghai. Departure date 14 June, return date 24 June. 2 adults, first class. Any Payment types is ok. Sort by least stops.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7305778463681539,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8803589145342509,
    "avg_ui_similarity": 0.8924127131013254
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7164249420166016,
        "action_similarity": 0.9194580316543579,
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      {
        "episode": {
          "episode_id": "a51d4db6aab9435c912fe5fad4fe6fd6",
          "goal": "Open Wego. Search a one-way flight from London to Hong Kong. Departure date 5 September. 2 adults and 1 infant. First class cabin. Any Payment types is ok. Sort by least stops.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7156323194503784,
        "action_similarity": 0.8891028165817261,
        "ui_similarity": 0.9786795198755003
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      {
        "episode": {
          "episode_id": "bcf795cd9c13487980cf72ac46c7fd36",
          "goal": "Open Wego. Search a one-way flight from Delhi to Singapore on August 15. 2 adults. Business class. Payment with Visa Card. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7152566313743591,
        "action_similarity": 0.8871581554412842,
        "ui_similarity": 0.9581298687929608
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    "query": {
      "episode_id": "3fb2904f8d7a4088a139f678b2e6ba34",
      "goal": "Open Wego. Search for a first class return flight from Singapore to Hong Kong. Departure date is 10 November, return date is 20 November. 3 adults. Any Payment types is ok. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7157712976137797,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8985730012257894,
    "avg_ui_similarity": 0.9684431117164549
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7328514456748962,
        "action_similarity": 0.889320969581604,
        "ui_similarity": 0.9714352481380935
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      {
        "episode": {
          "episode_id": "490751ad57c94d64a4026987021f9ca0",
          "goal": "Open Wego. Find a round trip flight from Sydney to Auckland. Departure date is October 1, return date is October 20. 1 Adult. Premium Economy class. Sort by most popular. Only direct flights are preferred.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7087974548339844,
        "action_similarity": 0.8733346462249756,
        "ui_similarity": 0.8669839632174988
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      {
        "episode": {
          "episode_id": "04fd4bcf9cfc4b598c6631a80727df9d",
          "goal": "Open Wego. Find a one-way flight from Sydney to Los Angeles on December 10. 3 adults. Business class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6934666633605957,
        "action_similarity": 0.9202556014060974,
        "ui_similarity": 0.9807035198089694
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    ],
    "query": {
      "episode_id": "0b2cf11ec1a541c18f837dfd183eb9f9",
      "goal": "Open Wego. Search a one-way flight from Toronto to Sydney. Departure date 1 June. 2 adults and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7117051879564921,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8943037390708923,
    "avg_ui_similarity": 0.9397075770548539
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9671926498413086,
        "action_similarity": 0.9031610488891602,
        "ui_similarity": 0.8603055225996394
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      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8048258423805237,
        "action_similarity": 0.8470560312271118,
        "ui_similarity": 0.8445231057971839
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      {
        "episode": {
          "episode_id": "89d8599fb11041938fe4381478d4de8b",
          "goal": "Open Wego. Search a return flight from Boston to London. Departure date is September 8, return date is September 18. 2 adults, business class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7767058610916138,
        "action_similarity": 0.885634183883667,
        "ui_similarity": 0.9904979295559401
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    ],
    "query": {
      "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
      "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8495747844378153,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8786170879999796,
    "avg_ui_similarity": 0.8984421859842545
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "c55c34594d914e74b16d7222690e66df",
          "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7519551515579224,
        "action_similarity": 0.9100514650344849,
        "ui_similarity": 0.8743583793703958
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      {
        "episode": {
          "episode_id": "f7b110d9e8f74c19834ed4de634e460e",
          "goal": "Open Wego. Search hotels in Bangkok, from 20 December to 26 December. 3 guests in 1 room. Three stars. Search by name Oasis Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.674922525882721,
        "action_similarity": 0.874729573726654,
        "ui_similarity": 0.9779256851177737
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      {
        "episode": {
          "episode_id": "14346d3d0a2e4eaab99c64af2582d1e0",
          "goal": "Open Wego. Search hotels in Sydney, from 1 December to 7 December. 2 guests in 1 room. Four stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6549871563911438,
        "action_similarity": 0.900317907333374,
        "ui_similarity": 0.8690638191979905
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    ],
    "query": {
      "episode_id": "9dc59983c64345f2a8789a4780dbe576",
      "goal": "Open Wego. Search hotels in Dubai, from 25 December to 31 December. 2 guests in 1 room. Five stars. Sort by guest rating. Search by name Burj Al Arab.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6939549446105957,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8950329820315043,
    "avg_ui_similarity": 0.90711596122872
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7473711967468262,
        "action_similarity": 0.8785993456840515,
        "ui_similarity": 0.981224476370212
      },
      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7187082171440125,
        "action_similarity": 0.6972474455833435,
        "ui_similarity": 0.9184958551759695
      },
      {
        "episode": {
          "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
          "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7104754447937012,
        "action_similarity": 0.8852923512458801,
        "ui_similarity": 0.8938212150002256
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    ],
    "query": {
      "episode_id": "898520a347a04d489fd48ade74417220",
      "goal": "Open Wego. Search hotels in Amsterdam, from 15 December to 25 December. 2 guests in 1 room. Four stars. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7255182862281799,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8203797141710917,
    "avg_ui_similarity": 0.931180515515469
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
          "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7212789058685303,
        "action_similarity": 0.8523543477058411,
        "ui_similarity": 0.9462062901696
      },
      {
        "episode": {
          "episode_id": "0b2cf11ec1a541c18f837dfd183eb9f9",
          "goal": "Open Wego. Search a one-way flight from Toronto to Sydney. Departure date 1 June. 2 adults and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7087974548339844,
        "action_similarity": 0.8733346462249756,
        "ui_similarity": 0.8669839632174992
      },
      {
        "episode": {
          "episode_id": "674afc0ecc7146668cf0a77e671ea974",
          "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6918655633926392,
        "action_similarity": 0.8576390743255615,
        "ui_similarity": 0.8770501712995092
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    ],
    "query": {
      "episode_id": "490751ad57c94d64a4026987021f9ca0",
      "goal": "Open Wego. Find a round trip flight from Sydney to Auckland. Departure date is October 1, return date is October 20. 1 Adult. Premium Economy class. Sort by most popular. Only direct flights are preferred.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7073139746983846,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8611093560854594,
    "avg_ui_similarity": 0.8967468082288694
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394159078598022,
        "action_similarity": 0.8879506587982178,
        "ui_similarity": 0.9836331406685209
      },
      {
        "episode": {
          "episode_id": "ecb4ff3b02984fea9f230949f1466128",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Honolulu on May 21. 2 adults and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8132076859474182,
        "action_similarity": 0.7978193759918213,
        "ui_similarity": 0.965975436478872
      },
      {
        "episode": {
          "episode_id": "f157d0291e63406d838364e6015ab017",
          "goal": "Open Wego. Find a one-way flight from Shanghai to Taipei on December 16. 1 adult and 1 child. Business class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7366319298744202,
        "action_similarity": 0.8264039158821106,
        "ui_similarity": 0.9885359496964728
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    ],
    "query": {
      "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
      "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7964185078938802,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8373913168907166,
    "avg_ui_similarity": 0.9793815089479553
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
          "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9489526748657227,
        "action_similarity": 0.6608507633209229,
        "ui_similarity": 0.9134249541720287
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      {
        "episode": {
          "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
          "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7503206133842468,
        "action_similarity": 0.818709135055542,
        "ui_similarity": 0.8105943443149083
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7379471063613892,
        "action_similarity": 0.9036850929260254,
        "ui_similarity": 0.9827103316390169
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    ],
    "query": {
      "episode_id": "200b0788d34041768460a0465a4e85ee",
      "goal": "Open Wego. Search hotels in Barcelona, from 20 November to 27 November. 3 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by proximity to city center.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8124067982037863,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7944149971008301,
    "avg_ui_similarity": 0.9022432100419847
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "a23e3a1e3179487482b34b82429892a2",
          "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8178761005401611,
        "action_similarity": 0.8771970868110657,
        "ui_similarity": 0.9691809923249441
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      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8132075667381287,
        "action_similarity": 0.7978193759918213,
        "ui_similarity": 0.965975436478872
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      {
        "episode": {
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          "goal": "Open Wego. Search a round trip flight from New York to Tokyo. Departure date is June 11, return date is June 30. 2 adults and 1 child. Premium Economy cabin class. Payment method is undefined. Sort by fastest route and filter only book on Wego.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7456637024879456,
        "action_similarity": 0.8621511459350586,
        "ui_similarity": 0.858996853708964
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    "query": {
      "episode_id": "ecb4ff3b02984fea9f230949f1466128",
      "goal": "Open Wego. Book a one-way flight from Tokyo to Honolulu on May 21. 2 adults and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7922491232554117,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8457225362459818,
    "avg_ui_similarity": 0.93138442750426
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "36682ae96eef4cf49a8169a3b7b1fe6c",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Singapore on May 1. 1 adult and 2 children. Premium Economy class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8394157886505127,
        "action_similarity": 0.8879506587982178,
        "ui_similarity": 0.9836331406685209
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      {
        "episode": {
          "episode_id": "ecb4ff3b02984fea9f230949f1466128",
          "goal": "Open Wego. Book a one-way flight from Tokyo to Honolulu on May 21. 2 adults and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.8178761005401611,
        "action_similarity": 0.8771970868110657,
        "ui_similarity": 0.9691809923249441
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      {
        "episode": {
          "episode_id": "f157d0291e63406d838364e6015ab017",
          "goal": "Open Wego. Find a one-way flight from Shanghai to Taipei on December 16. 1 adult and 1 child. Business class cabin. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.793028712272644,
        "action_similarity": 0.8741583824157715,
        "ui_similarity": 0.9865173708902535
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    "query": {
      "episode_id": "a23e3a1e3179487482b34b82429892a2",
      "goal": "Open Wego. Find a one-way flight from Hong Kong to Tokyo on October 1. 2 adults and 1 child. Economy class cabin. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.816773533821106,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8797687093416849,
    "avg_ui_similarity": 0.9797771679612396
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  {
    "app": "wego",
    "support": [
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        "episode": {
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          "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7309296727180481,
        "action_similarity": 0.8291205763816833,
        "ui_similarity": 0.835001794505809
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        "episode": {
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          "goal": "Open Wego. Search a one-way flight from Moscow to Berlin. Departure date 10 September. 1 adult. Business class. Any Payment types is ok. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7245763540267944,
        "action_similarity": 0.8324702978134155,
        "ui_similarity": 0.9702714588033773
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        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6832703948020935,
        "action_similarity": 0.8814151287078857,
        "ui_similarity": 0.8220742199727499
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    ],
    "query": {
      "episode_id": "4dc054cedf2740569f24350233f01609",
      "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7129254738489786,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8476686676343282,
    "avg_ui_similarity": 0.8757824910939788
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  {
    "app": "wego",
    "support": [
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        "episode": {
          "episode_id": "34964d1cc744411aaf0a7493e211469c",
          "goal": "Open Wego. Find a one-way flight from Rio De Janeiro to Santiago on May 5. 1 adult. First class cabin. Any payment methods are ok. Sort by earliest timing and filter only book on Wego.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7182405591011047,
        "action_similarity": 0.852335512638092,
        "ui_similarity": 0.8386174312616431
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      {
        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6898435354232788,
        "action_similarity": 0.8050204515457153,
        "ui_similarity": 0.95431903670884
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      {
        "episode": {
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          "goal": "Open Wego. Search a return flight from Paris to Shanghai. Departure date 14 June, return date 24 June. 2 adults, first class. Any Payment types is ok. Sort by least stops.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6893083453178406,
        "action_similarity": 0.8329728841781616,
        "ui_similarity": 0.8489592446852908
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    "query": {
      "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
      "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6991308132807413,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8301096161206564,
    "avg_ui_similarity": 0.8806319042185913
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
          "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6898435354232788,
        "action_similarity": 0.8050204515457153,
        "ui_similarity": 0.9543190367088397
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      {
        "episode": {
          "episode_id": "4dc054cedf2740569f24350233f01609",
          "goal": "Open Wego. Search round trip flights from Istanbul to Berlin. Departure date is May 4, return date is May 11. Multi-cabin class. Sort by recommended. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6832703948020935,
        "action_similarity": 0.8814151287078857,
        "ui_similarity": 0.8220742199727495
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      {
        "episode": {
          "episode_id": "3593f481b6c44b209960f1befc211820",
          "goal": "Open Wego. Search multi-city flights from Rome to Geneva on July 8, from Geneva to Madrid on July 10 and from Madrid to Rome on July 12. 2 adults. First class. Payment with debit card. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6760876178741455,
        "action_similarity": 0.9056336879730225,
        "ui_similarity": 0.8500532455432498
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    ],
    "query": {
      "episode_id": "74c7f4de470442f9be0914eb557efbea",
      "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6830671826998392,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8640230894088745,
    "avg_ui_similarity": 0.8754821674082797
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9671926498413086,
        "action_similarity": 0.9031610488891602,
        "ui_similarity": 0.8603055225996394
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      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8117874264717102,
        "action_similarity": 0.8197680711746216,
        "ui_similarity": 0.970165520248776
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      {
        "episode": {
          "episode_id": "89d8599fb11041938fe4381478d4de8b",
          "goal": "Open Wego. Search a return flight from Boston to London. Departure date is September 8, return date is September 18. 2 adults, business class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.779676079750061,
        "action_similarity": 0.939287543296814,
        "ui_similarity": 0.8603811592001818
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    ],
    "query": {
      "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
      "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.85288538535436,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8874055544535319,
    "avg_ui_similarity": 0.896950734016199
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8fe95867615043deb0da4065606d4e39",
          "goal": "Open Wego. Search hotels in Rome, from 1 June to 7 June. 2 guests in 1 room. Four stars or three stars. Book on wego and official hotel website. Sort by review score.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9257050156593323,
        "action_similarity": 0.7085397839546204,
        "ui_similarity": 0.8061358095622647
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      {
        "episode": {
          "episode_id": "8a5c571d94b24897a3bb706f8e948bfd",
          "goal": "Open Wego. Search hotels in Rome, from 5 May to 12 May. 3 guests and 1 child in 2 rooms. Four stars. Sort by price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8826203942298889,
        "action_similarity": 0.8694930076599121,
        "ui_similarity": 0.9749622443247011
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7073997259140015,
        "action_similarity": 0.8499743938446045,
        "ui_similarity": 0.9851087797603606
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    ],
    "query": {
      "episode_id": "f7e771e759304491b6017f84d872f728",
      "goal": "Open Wego. Search hotels in Rome, from 1 December to 8 December. 4 guests in 2 rooms. Five stars. Book on Wego and official hotel website. Sort by closest to city center.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8385750452677408,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.809335728486379,
    "avg_ui_similarity": 0.9220689445491089
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "56981cf31e0e44009bd81a18abbd8a3e",
          "goal": "Open Wego. Search a return flight from Rio de Janeiro to Paris. Departure date 25 July, return date 5 August. 3 adults, economy class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7182405591011047,
        "action_similarity": 0.852335512638092,
        "ui_similarity": 0.8386174312616431
      },
      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7178149819374084,
        "action_similarity": 0.8885655403137207,
        "ui_similarity": 0.9375228625421179
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      {
        "episode": {
          "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
          "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7164748311042786,
        "action_similarity": 0.8648842573165894,
        "ui_similarity": 0.9504053192113234
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    ],
    "query": {
      "episode_id": "34964d1cc744411aaf0a7493e211469c",
      "goal": "Open Wego. Find a one-way flight from Rio De Janeiro to Santiago on May 5. 1 adult. First class cabin. Any payment methods are ok. Sort by earliest timing and filter only book on Wego.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7175101240475973,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8685951034228007,
    "avg_ui_similarity": 0.9088485376716949
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "dd8b40732c6a4978a5f649d1ef199df7",
          "goal": "Open Wego. Search hotels in Sydney, from 1 January to 7 January. 2 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by guest rating.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8905054926872253,
        "action_similarity": 0.8224076628684998,
        "ui_similarity": 0.9676002711847196
      },
      {
        "episode": {
          "episode_id": "c55c34594d914e74b16d7222690e66df",
          "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7105095982551575,
        "action_similarity": 0.8787288665771484,
        "ui_similarity": 0.9864991785739418
      },
      {
        "episode": {
          "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
          "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7024013996124268,
        "action_similarity": 0.8087769150733948,
        "ui_similarity": 0.7838700834271602
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    ],
    "query": {
      "episode_id": "14346d3d0a2e4eaab99c64af2582d1e0",
      "goal": "Open Wego. Search hotels in Sydney, from 1 December to 7 December. 2 guests in 1 room. Four stars. Search by name Marriott Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7678054968516032,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.836637814839681,
    "avg_ui_similarity": 0.9126565110619405
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "adc131f0d2434635b2fa4a8c93b72395",
          "goal": "Open Wego. Find a one-way flight from Boston to Amsterdam on May 5. 1 adult. Business class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6704612970352173,
        "action_similarity": 0.8440155386924744,
        "ui_similarity": 0.8614826688417739
      },
      {
        "episode": {
          "episode_id": "74c7f4de470442f9be0914eb557efbea",
          "goal": "Open Wego. Search multi-city flights from Berlin to Lisbon on July 3, from Lisbon to Rome on July 6 and from Rome to Berlin on July 10. 2 adults. Economy class cabin.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.666797399520874,
        "action_similarity": 0.830028772354126,
        "ui_similarity": 0.8760026060347116
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      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6525523662567139,
        "action_similarity": 0.809799313545227,
        "ui_similarity": 0.8523806610820089
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    ],
    "query": {
      "episode_id": "20b91da3dcef42e08bc4a084507ed181",
      "goal": "Open Wego. Find multi-city flights from Amsterdam to Athens on May 5, from Athens to Cairo on May 8 and from Cairo back to Amsterdam on May 12. 1 adult. First class. Sort by price and filter only book on Wego. The price must be under US$3000.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6632703542709351,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8279478748639425,
    "avg_ui_similarity": 0.8632886453194981
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "4eaedd30e39645899a0a07564189dae2",
          "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7590647339820862,
        "action_similarity": 0.8553035259246826,
        "ui_similarity": 0.8761405394849904
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      {
        "episode": {
          "episode_id": "a51d4db6aab9435c912fe5fad4fe6fd6",
          "goal": "Open Wego. Search a one-way flight from London to Hong Kong. Departure date 5 September. 2 adults and 1 infant. First class cabin. Any Payment types is ok. Sort by least stops.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7398514747619629,
        "action_similarity": 0.9343568682670593,
        "ui_similarity": 0.87365367944309
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      {
        "episode": {
          "episode_id": "d8492d0793a6482ba47cbce737525910",
          "goal": "Open Wego. Search a round trip flight from San Francisco to Melbourne. Departure date is September 1, return date is September 30. 1 adult and 1 child. Economy class cabin. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7316591739654541,
        "action_similarity": 0.9168913960456848,
        "ui_similarity": 0.96274906113816
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    ],
    "query": {
      "episode_id": "7f7e7b39070440b78a4c5a8b4fd56d84",
      "goal": "Open Wego. Search a one-way flight from San Francisco to London. Departure date 1 May. 1 adult and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7435251275698344,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9021839300791422,
    "avg_ui_similarity": 0.9041810933554135
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "200b0788d34041768460a0465a4e85ee",
          "goal": "Open Wego. Search hotels in Barcelona, from 20 November to 27 November. 3 guests in 1 room. Four stars. Book on Wego and official hotel website. Sort by proximity to city center.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.9489526748657227,
        "action_similarity": 0.6608507633209229,
        "ui_similarity": 0.9134249541720286
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      {
        "episode": {
          "episode_id": "143e8ff9a79541b4b1b5fabcaf46ab99",
          "goal": "Open Wego. Search hotels in Paris, from 5 September to 12 September. 2 guests in 1 room. Minimum three stars. Sort by best deals.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7667026519775391,
        "action_similarity": 0.7614070773124695,
        "ui_similarity": 0.9215220677695676
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      {
        "episode": {
          "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
          "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.753355860710144,
        "action_similarity": 0.6080507040023804,
        "ui_similarity": 0.9480552947036511
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    ],
    "query": {
      "episode_id": "cde4192ffd3b4690a118447d3e4f5901",
      "goal": "Open Wego. Search hotels in Barcelona, from 2 August to 10 August. 2 guests in 1 room. Three stars. Sort by guest rating.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8230037291844686,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6767695148785909,
    "avg_ui_similarity": 0.9276674388817492
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04893b13be614abb91e50459d444a89a",
          "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8127221465110779,
        "action_similarity": 0.9268525838851929,
        "ui_similarity": 0.9124685349997113
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      {
        "episode": {
          "episode_id": "582ab6ecaaf047199d3c71478c47a7e7",
          "goal": "Open Wego. Search a one-way flight from Madrid to Vienna on June 10. 2 adults. Economy class. Payment with MasterCard. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7779020071029663,
        "action_similarity": 0.8951861262321472,
        "ui_similarity": 0.9686559567928292
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      {
        "episode": {
          "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
          "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7766457796096802,
        "action_similarity": 0.9156523942947388,
        "ui_similarity": 0.8637034184301463
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    ],
    "query": {
      "episode_id": "e46dff6670d74ebca298a26515995d60",
      "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7890899777412415,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.912563701470693,
    "avg_ui_similarity": 0.9149426367408956
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "8a2c414cf14e4e8f9f660da541b4fb7b",
          "goal": "Open Wego. Search flights from New York to London. Departure date is June 15, return date is June 30. First class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.779676079750061,
        "action_similarity": 0.939287543296814,
        "ui_similarity": 0.8603811592001815
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      {
        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7767058610916138,
        "action_similarity": 0.885634183883667,
        "ui_similarity": 0.9904979295559401
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      {
        "episode": {
          "episode_id": "e4f19b4836374bc2adf497372d721bbd",
          "goal": "Open Wego. Search a return flight from Miami to New York, depart on August 15 and return on August 30. 1 adult, Business class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6791945695877075,
        "action_similarity": 0.8985990881919861,
        "ui_similarity": 0.9849923715722987
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    ],
    "query": {
      "episode_id": "89d8599fb11041938fe4381478d4de8b",
      "goal": "Open Wego. Search a return flight from Boston to London. Departure date is September 8, return date is September 18. 2 adults, business class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7451921701431274,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9078402717908224,
    "avg_ui_similarity": 0.9452904867761401
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b20aa044cb4346c4bec28d85d2b9775a",
          "goal": "Open Wego. Search a return flight from Beijing to Tokyo. Departure date is November 15, return date is November 25. 2 adults, business class. Any Payment types is ok. Sort by lowest price.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8311811089515686,
        "action_similarity": 0.9061493873596191,
        "ui_similarity": 0.8619062958965822
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      {
        "episode": {
          "episode_id": "4b5f544e164a42e5bba1ff2c2028efaf",
          "goal": "Open Wego. Search a round trip flight from New York to Tokyo. Departure date is June 11, return date is June 30. 2 adults and 1 child. Premium Economy cabin class. Payment method is undefined. Sort by fastest route and filter only book on Wego.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7815102338790894,
        "action_similarity": 0.9283469915390015,
        "ui_similarity": 0.9748201384724002
      },
      {
        "episode": {
          "episode_id": "2d56090082b642de8c744acef97dd1f6",
          "goal": "Open Wego. Search for a business class return flight from Sydney to Tokyo. Departure date is 10 October, return date is 20 October. 2 adults. Any Payment types is ok. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7446107268333435,
        "action_similarity": 0.8417661190032959,
        "ui_similarity": 0.9692079551207156
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    ],
    "query": {
      "episode_id": "935974414a81483eae0058692a26d983",
      "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7857673565546671,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8920874993006388,
    "avg_ui_similarity": 0.9353114631632327
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "e46dff6670d74ebca298a26515995d60",
          "goal": "Open Wego. Search for a one-way flight from Amsterdam to Madrid, on June 29. 2 adults in economy class. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8127221465110779,
        "action_similarity": 0.9268525838851929,
        "ui_similarity": 0.9124685349997114
      },
      {
        "episode": {
          "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
          "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8000595569610596,
        "action_similarity": 0.9336189031600952,
        "ui_similarity": 0.9796650163850107
      },
      {
        "episode": {
          "episode_id": "582ab6ecaaf047199d3c71478c47a7e7",
          "goal": "Open Wego. Search a one-way flight from Madrid to Vienna on June 10. 2 adults. Economy class. Payment with MasterCard. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7453837394714355,
        "action_similarity": 0.8971951007843018,
        "ui_similarity": 0.9110144858840254
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    ],
    "query": {
      "episode_id": "04893b13be614abb91e50459d444a89a",
      "goal": "Open Wego. Book a one-way flight from London to Madrid on May 14. 1 adult and 1 child. Economy class cabin. Any payment methods are ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7860551476478577,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9192221959431967,
    "avg_ui_similarity": 0.9343826790895825
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "b70bde6758d44ec88605baf013f5932a",
          "goal": "Open Wego. Search a one-way flight from Cairo to Dubai on July 5. 2 adults. Business class. Payment with MasterCard. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8758739233016968,
        "action_similarity": 0.9146389365196228,
        "ui_similarity": 0.9638435927245044
      },
      {
        "episode": {
          "episode_id": "9a652cefd74b4e60a55df8863e88001b",
          "goal": "Open Wego. Find a round trip flight from Berlin to Dubai. Departure date is May 25, return date is June 5. First class. Sort by quickest route. Direct flights only.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.716970682144165,
        "action_similarity": 0.8569332957267761,
        "ui_similarity": 0.8717363771304175
      },
      {
        "episode": {
          "episode_id": "c109e947878b4b70bad60bc53395ca51",
          "goal": "Open Wego. Search a return flight from Paris to Shanghai. Departure date 14 June, return date 24 June. 2 adults, first class. Any Payment types is ok. Sort by least stops.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6787025928497314,
        "action_similarity": 0.9186184406280518,
        "ui_similarity": 0.9866837751916132
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    ],
    "query": {
      "episode_id": "ab8de9f801f94cc89e0cbc0f0c64538a",
      "goal": "Open Wego. Search a return flight from Cairo to Dubai. Departure date 22 May, return date 1 June. 1 adult, economy class. Any Payment types is ok. Sort by lowest price.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7571823994318644,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8967302242914835,
    "avg_ui_similarity": 0.9407545816821784
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "17d502da33b349dca2878df4485aa55b",
          "goal": "Open Wego. Search hotels in New York, from 5 February to 13 February. 2 guests in 1 room. Four stars. Search by name Hilton Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7213107943534851,
        "action_similarity": 0.9228681325912476,
        "ui_similarity": 0.8728215623734848
      },
      {
        "episode": {
          "episode_id": "7046bb99e67c4d14a9fcd2d601372fca",
          "goal": "Open Wego. Search hotels in Tokyo, from 15 October to 21 October. 2 guests in 1 room. Three stars. Search by name Intercontinental Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7138116359710693,
        "action_similarity": 0.9120287895202637,
        "ui_similarity": 0.975181356197885
      },
      {
        "episode": {
          "episode_id": "b9ca4a68045e49319f3e06b0a89bc18c",
          "goal": "Open Wego. Search hotels in Mexico City, from 1 July to 7 July. 2 guests and 1 child in 1 room. Three stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7090114951133728,
        "action_similarity": 0.8438268899917603,
        "ui_similarity": 0.986539658600494
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    ],
    "query": {
      "episode_id": "7b84032eb2c248fb9c3ba856e8151fca",
      "goal": "Open Wego. Search hotels in Berlin, from 1 June to 7 June. 2 guests and no child in 1 room. Four stars. Search by name Hyatt Hotel.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7147113084793091,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8929079373677572,
    "avg_ui_similarity": 0.9448475257239547
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "7c9302dfa9664075b2c1428f07b67b02",
          "goal": "Open Wego. Book multi-city flights from Singapore to Sydney on May 3, from Sydney to Honolulu on May 6 and from Honolulu to Singapore on May 20. 2 adults. Economy class cabin. Payment with Visa card. Sort by recommended.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8195470571517944,
        "action_similarity": 0.9086756706237793,
        "ui_similarity": 0.9034232509331525
      },
      {
        "episode": {
          "episode_id": "bcf795cd9c13487980cf72ac46c7fd36",
          "goal": "Open Wego. Search a one-way flight from Delhi to Singapore on August 15. 2 adults. Business class. Payment with Visa Card. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8158092498779297,
        "action_similarity": 0.9205851554870605,
        "ui_similarity": 0.9924983787530424
      },
      {
        "episode": {
          "episode_id": "0b2cf11ec1a541c18f837dfd183eb9f9",
          "goal": "Open Wego. Search a one-way flight from Toronto to Sydney. Departure date 1 June. 2 adults and 1 infant. Economy cabin class. Any Payment types is ok. Sort by fastest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7328513860702515,
        "action_similarity": 0.889320969581604,
        "ui_similarity": 0.9714352481380933
      }
    ],
    "query": {
      "episode_id": "674afc0ecc7146668cf0a77e671ea974",
      "goal": "Open Wego. Search a one-way flight from Sydney to Singapore on August 31. 2 adults. Business class. Payment with Visa Card. Sort by earliest departure.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7894025643666586,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9061939318974813,
    "avg_ui_similarity": 0.9557856259414294
  },
  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "9ffee6a479894690a112c24767f46a58",
          "goal": "Open Wego. Search round trip flights from Beijing to New York. Departure date is September 5, return date is September 15. First class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7881978154182434,
        "action_similarity": 0.8260289430618286,
        "ui_similarity": 0.9780395496948692
      },
      {
        "episode": {
          "episode_id": "935974414a81483eae0058692a26d983",
          "goal": "Open Wego. Search a return flight from Toronto to Tokyo. Departure date is October 10, return date is October 30. 1 adult, premium economy class. Sort by shortest total duration.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7815102338790894,
        "action_similarity": 0.9283469915390015,
        "ui_similarity": 0.9748201384724002
      },
      {
        "episode": {
          "episode_id": "0c80116f81c54f96be9f206b825a5cfa",
          "goal": "Open Wego. Search a round trip flight from New York to London. Departure date is June 10, return date is June 30. Business class. Sort by quickest route.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.767593502998352,
        "action_similarity": 0.9210386872291565,
        "ui_similarity": 0.8433078310486541
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    ],
    "query": {
      "episode_id": "4b5f544e164a42e5bba1ff2c2028efaf",
      "goal": "Open Wego. Search a round trip flight from New York to Tokyo. Departure date is June 11, return date is June 30. 2 adults and 1 child. Premium Economy cabin class. Payment method is undefined. Sort by fastest route and filter only book on Wego.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7791005174318949,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8918048739433289,
    "avg_ui_similarity": 0.9320558397386413
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "04fd4bcf9cfc4b598c6631a80727df9d",
          "goal": "Open Wego. Find a one-way flight from Sydney to Los Angeles on December 10. 3 adults. Business class cabin. Sort by cheapest.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7782827615737915,
        "action_similarity": 0.8795146346092224,
        "ui_similarity": 0.8676373468748134
      },
      {
        "episode": {
          "episode_id": "4eaedd30e39645899a0a07564189dae2",
          "goal": "Open Wego. Find a one-way flight from San Francisco to Seattle on August 1. 1 adult. Economy class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7425812482833862,
        "action_similarity": 0.8927197456359863,
        "ui_similarity": 0.8515405221628611
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      {
        "episode": {
          "episode_id": "1d6d02e505b641cd9fed0db3ad27e853",
          "goal": "Open Wego. Find a one-way flight from Miami to Madrid on November 15. 4 adults. First class cabin. Sort by earliest flight.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.6872873306274414,
        "action_similarity": 0.8813645839691162,
        "ui_similarity": 0.9812604615370368
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    ],
    "query": {
      "episode_id": "a1bfe954487b4aeeac48218e2d5498b3",
      "goal": "Open Wego. Find a one-way flight from Chicago to Los Angeles on August 3. 1 adult. Economy class cabin. Sort by cheapest.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7360504468282064,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8845329880714417,
    "avg_ui_similarity": 0.9001461101915704
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  {
    "app": "wego",
    "support": [
      {
        "episode": {
          "episode_id": "300d139bf3b541e7a7eff24274f66918",
          "goal": "Open Wego. Search hotels in Paris, from 5 July to 12 July. 2 guests and no child in 1 room. Five stars. Search by name Ritz Carlton.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.8394582867622375,
        "action_similarity": 0.8822234869003296,
        "ui_similarity": 0.8583636009021941
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      {
        "episode": {
          "episode_id": "9dc59983c64345f2a8789a4780dbe576",
          "goal": "Open Wego. Search hotels in Dubai, from 25 December to 31 December. 2 guests in 1 room. Five stars. Sort by guest rating. Search by name Burj Al Arab.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7519551515579224,
        "action_similarity": 0.9100514650344849,
        "ui_similarity": 0.8743583793703958
      },
      {
        "episode": {
          "episode_id": "14346d3d0a2e4eaab99c64af2582d1e0",
          "goal": "Open Wego. Search hotels in Sydney, from 1 December to 7 December. 2 guests in 1 room. Four stars. Search by name Marriott Hotel.",
          "detected_app": "wego",
          "domain": "E-Commerce & Shopping",
          "split": "train"
        },
        "similarity": 0.7105095982551575,
        "action_similarity": 0.8787288665771484,
        "ui_similarity": 0.9864991785739418
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    ],
    "query": {
      "episode_id": "c55c34594d914e74b16d7222690e66df",
      "goal": "Open Wego. Search hotels in Dubai, from 10 September to 16 September. 3 guests and no child in 1 room. Four stars. Search by name Ritz Carlton.",
      "detected_app": "wego",
      "domain": "E-Commerce & Shopping",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7673076788584391,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8903346061706543,
    "avg_ui_similarity": 0.9064070529488438
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "9ab290a2531b4430b7681c6e86699556",
          "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.817216157913208,
        "action_similarity": 0.6773875951766968,
        "ui_similarity": 0.9232331903462494
      },
      {
        "episode": {
          "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
          "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6880984902381897,
        "action_similarity": 0.5896278023719788,
        "ui_similarity": 0.8857142035585515
      },
      {
        "episode": {
          "episode_id": "b0247af27fbf4999855ca2cc2fe9adae",
          "goal": "Open Fever. Browse \"for you\" on home page. Check the fifth event. How much is the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6402981281280518,
        "action_similarity": 0.4743225574493408,
        "ui_similarity": 0.9353089949985225
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    ],
    "query": {
      "episode_id": "5c973422e3314e9f81f695d0171453f1",
      "goal": "Open Fever. Select city, \"New York\". Look for \"Activity and Games\" events happening on \"May 12\". Select the first event listed. Choose 2 adult tickets. How much are tickets in total?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7152042587598165,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.5804459849993387,
    "avg_ui_similarity": 0.9147521296344411
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6980729103088379,
        "action_similarity": 0.6804406642913818,
        "ui_similarity": 0.9644680345744167
      },
      {
        "episode": {
          "episode_id": "5f9a2d61282c4078978282d5b04eeb07",
          "goal": "Open Fever. Search for \"Party\" in Los Angeles. Sort the results by rating. Select the highest rated one and select 3 adult tickets. proceed to checkout.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6774689555168152,
        "action_similarity": 0.8482478857040405,
        "ui_similarity": 0.8866880919237833
      },
      {
        "episode": {
          "episode_id": "6022273c7a724e8fb6dc24a829fa98bb",
          "goal": "Open Fever. Search for \"Concerts\" in New York. Sort the results by price. Select the cheapest one and share it to google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6594610214233398,
        "action_similarity": 0.7250499725341797,
        "ui_similarity": 0.8627380836970824
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    ],
    "query": {
      "episode_id": "e35f9572d14c41d4937430554345fe1c",
      "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6783342957496643,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.751246174176534,
    "avg_ui_similarity": 0.9046314033984274
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "9d2f45d7e99848f8a18bee45b2fedcff",
          "goal": "Open Fever. Set the date to March 24. Search for \"Music\" in New York. Select the first one and browse its introduction.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6622671484947205,
        "action_similarity": 0.7387634515762329,
        "ui_similarity": 0.9192867141795477
      },
      {
        "episode": {
          "episode_id": "b1f36bee13424686b3117be07336b11a",
          "goal": "Open Fever. Explore \"Historic Tours\" in New York. Sort results by price, low to high. Select the cheapest event with an average rating above 4.1 stars.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6620893478393555,
        "action_similarity": 0.6405283808708191,
        "ui_similarity": 0.8977849022272636
      },
      {
        "episode": {
          "episode_id": "e35f9572d14c41d4937430554345fe1c",
          "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6594610214233398,
        "action_similarity": 0.7250499725341797,
        "ui_similarity": 0.8627380836970823
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    ],
    "query": {
      "episode_id": "6022273c7a724e8fb6dc24a829fa98bb",
      "goal": "Open Fever. Search for \"Concerts\" in New York. Sort the results by price. Select the cheapest one and share it to google keep notes.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6612725059191386,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7014472683270773,
    "avg_ui_similarity": 0.8932699000346312
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5e4476e531a44998a99c37d51d36c4de",
          "goal": "Open Fever. Search the category \"Exhibitions\" in London. Organize the results by popularity. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7239930629730225,
        "action_similarity": 0.7406789660453796,
        "ui_similarity": 0.899699169334934
      },
      {
        "episode": {
          "episode_id": "ca39f4aecc4149e9a7dd8ec40d2737a2",
          "goal": "Open Fever. Set the date to May 25. Search for \"Food & Drink\" in Los Angeles. Sort the results by popularity. Select the hottest one and record the price in google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7189530730247498,
        "action_similarity": 0.869917631149292,
        "ui_similarity": 0.9281984161041721
      },
      {
        "episode": {
          "episode_id": "33cd80697cde46199110b37399d5893a",
          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7014982104301453,
        "action_similarity": 0.4998469352722168,
        "ui_similarity": 0.8786977203834824
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    ],
    "query": {
      "episode_id": "c5c62dcf8a0e4346b3fb34de3ae864f1",
      "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7148147821426392,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7034811774889628,
    "avg_ui_similarity": 0.9021984352741962
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "acf1448f6e3c49759af77b8e6444894e",
          "goal": "Open Fever. Search \"Nightlife\" events happening in New york. Sort by rating. Check the time of the third event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7319194674491882,
        "action_similarity": 0.6667602062225342,
        "ui_similarity": 0.9570447011924017
      },
      {
        "episode": {
          "episode_id": "8dd3d8c9ebe64de2b5a6b5f7363bf101",
          "goal": "Open Fever. Look into the \"Culture\" category. Filter the event happening on this weekend. Select the hightest rated event and where is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7020246982574463,
        "action_similarity": 0.6570991277694702,
        "ui_similarity": 0.9014352668947583
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6767958998680115,
        "action_similarity": 0.5962116122245789,
        "ui_similarity": 0.9550246136748514
      }
    ],
    "query": {
      "episode_id": "bd144cb06ef54b0a9ae17a6c5b809d3a",
      "goal": "Open Fever. Search \"Night Life\" events happening this weekend in San Diego. Select the second event. What's the general info of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7035800218582153,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6400236487388611,
    "avg_ui_similarity": 0.9378348605873371
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5716572fbfea4c1eb55b1a3780c51169",
          "goal": "Open Fever. Browse category \"Comedy\" in Miami. Select the sixth one and share it to google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6359552145004272,
        "action_similarity": 0.7979350090026855,
        "ui_similarity": 0.9621521948999242
      },
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.631827175617218,
        "action_similarity": 0.7600816488265991,
        "ui_similarity": 0.857540587844087
      },
      {
        "episode": {
          "episode_id": "9d2f45d7e99848f8a18bee45b2fedcff",
          "goal": "Open Fever. Set the date to March 24. Search for \"Music\" in New York. Select the first one and browse its introduction.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6198382377624512,
        "action_similarity": 0.6921535730361938,
        "ui_similarity": 0.9413774786463349
      }
    ],
    "query": {
      "episode_id": "8b1483bbce134b50a22402c5fe15fd77",
      "goal": "Open Fever. Browse category \"activities\" in New York. Select the eighth one and share it to google keep notes.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6292068759600321,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7500567436218262,
    "avg_ui_similarity": 0.920356753796782
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "33cd80697cde46199110b37399d5893a",
          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7951406836509705,
        "action_similarity": 0.642485499382019,
        "ui_similarity": 0.7482829331652989
      },
      {
        "episode": {
          "episode_id": "c5c62dcf8a0e4346b3fb34de3ae864f1",
          "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6380941271781921,
        "action_similarity": 0.536339282989502,
        "ui_similarity": 0.7877712550990059
      },
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6092708110809326,
        "action_similarity": 0.46468979120254517,
        "ui_similarity": 0.7004183866077526
      }
    ],
    "query": {
      "episode_id": "87a4e07a65b343b38cb018389a976728",
      "goal": "Open Fever. Go to \"Choose City\" and look for events in \"London\". Select the fifth trending event in London. What's the average rating?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6808352073033651,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.5478381911913554,
    "avg_ui_similarity": 0.7454908582906858
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "096ae07ea50f4fecaf9534ba428d8a7c",
          "goal": "Open Fever. Search 'Museum'. Sort the results by rating from high to low. Select the second event. What ticket types does it offer?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.704325795173645,
        "action_similarity": 0.529894232749939,
        "ui_similarity": 0.9439681768238575
      },
      {
        "episode": {
          "episode_id": "acbc136c5ba34447a2821a59cb2dc760",
          "goal": "Open Fever. Search 'Nightlife'. Sort the results by popularity from high to low. Select the third event. What price options does it offer?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6981594562530518,
        "action_similarity": 0.6697702407836914,
        "ui_similarity": 0.9438818371705782
      },
      {
        "episode": {
          "episode_id": "9ab290a2531b4430b7681c6e86699556",
          "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6473238468170166,
        "action_similarity": 0.6169416308403015,
        "ui_similarity": 0.9466670871772559
      }
    ],
    "query": {
      "episode_id": "d9ebd5fdba02425699aa81fc332e556b",
      "goal": "Open Fever. Search the category 'Cinema'. Sort the results by popularity. Select the first event. what's the price of the default ticket?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6832696994145712,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6055353681246439,
    "avg_ui_similarity": 0.9448390337238971
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "31510644ce504192b611515794e49e0d",
          "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7246362566947937,
        "action_similarity": 0.77701735496521,
        "ui_similarity": 0.9341632857868887
      },
      {
        "episode": {
          "episode_id": "c5c62dcf8a0e4346b3fb34de3ae864f1",
          "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7239930629730225,
        "action_similarity": 0.7406789660453796,
        "ui_similarity": 0.8996991693349342
      },
      {
        "episode": {
          "episode_id": "33cd80697cde46199110b37399d5893a",
          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6762123107910156,
        "action_similarity": 0.5118722915649414,
        "ui_similarity": 0.9485343984982131
      }
    ],
    "query": {
      "episode_id": "5e4476e531a44998a99c37d51d36c4de",
      "goal": "Open Fever. Search the category \"Exhibitions\" in London. Organize the results by popularity. Select the first event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7082805434862772,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6765228708585104,
    "avg_ui_similarity": 0.9274656178733452
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "d0d197f078ce474c9524c1416e759e37",
          "goal": "Open Fever. Search for \"Family\" events in Washington DC. Choose an event happening this month end. Select the event with the lowest price.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7592324018478394,
        "action_similarity": 0.8189682364463806,
        "ui_similarity": 0.8932910094561624
      },
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7053698301315308,
        "action_similarity": 0.7948294281959534,
        "ui_similarity": 0.8811041657465144
      },
      {
        "episode": {
          "episode_id": "8dd3d8c9ebe64de2b5a6b5f7363bf101",
          "goal": "Open Fever. Look into the \"Culture\" category. Filter the event happening on this weekend. Select the hightest rated event and where is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6857470273971558,
        "action_similarity": 0.7093929648399353,
        "ui_similarity": 0.9726165596886073
      }
    ],
    "query": {
      "episode_id": "64fa795e093f4d4994960d2cb23a0fb7",
      "goal": "Open Fever. Choose \"Family\" category. Look for the top rated event in Washington.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7167830864588419,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7743968764940897,
    "avg_ui_similarity": 0.9156705782970946
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6782053112983704,
        "action_similarity": 0.6553563475608826,
        "ui_similarity": 0.9206610702911604
      },
      {
        "episode": {
          "episode_id": "acf1448f6e3c49759af77b8e6444894e",
          "goal": "Open Fever. Search \"Nightlife\" events happening in New york. Sort by rating. Check the time of the third event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6582426428794861,
        "action_similarity": 0.691192626953125,
        "ui_similarity": 0.9143118515604354
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.639872670173645,
        "action_similarity": 0.7281032204627991,
        "ui_similarity": 0.9671611116332675
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    ],
    "query": {
      "episode_id": "67d5ad751404482390789ba0152a7267",
      "goal": "Open Fever. Filter \"Broadway Shows\" category events in New York. Filter the events happening next week. What is the most popular show?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6587735414505005,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6915507316589355,
    "avg_ui_similarity": 0.9340446778282878
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "e35f9572d14c41d4937430554345fe1c",
          "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6774689555168152,
        "action_similarity": 0.8482478857040405,
        "ui_similarity": 0.886688091923783
      },
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6704761385917664,
        "action_similarity": 0.6693871021270752,
        "ui_similarity": 0.8976819726502475
      },
      {
        "episode": {
          "episode_id": "ca39f4aecc4149e9a7dd8ec40d2737a2",
          "goal": "Open Fever. Set the date to May 25. Search for \"Food & Drink\" in Los Angeles. Sort the results by popularity. Select the hottest one and record the price in google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.609284520149231,
        "action_similarity": 0.7973077297210693,
        "ui_similarity": 0.9107839341447501
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    ],
    "query": {
      "episode_id": "5f9a2d61282c4078978282d5b04eeb07",
      "goal": "Open Fever. Search for \"Party\" in Los Angeles. Sort the results by rating. Select the highest rated one and select 3 adult tickets. proceed to checkout.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6524098714192709,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.771647572517395,
    "avg_ui_similarity": 0.8983846662395937
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "b0247af27fbf4999855ca2cc2fe9adae",
          "goal": "Open Fever. Browse \"for you\" on home page. Check the fifth event. How much is the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7069336175918579,
        "action_similarity": 0.5861238837242126,
        "ui_similarity": 0.9259339320793208
      },
      {
        "episode": {
          "episode_id": "5c973422e3314e9f81f695d0171453f1",
          "goal": "Open Fever. Select city, \"New York\". Look for \"Activity and Games\" events happening on \"May 12\". Select the first event listed. Choose 2 adult tickets. How much are tickets in total?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6880984902381897,
        "action_similarity": 0.5896278023719788,
        "ui_similarity": 0.8857142035585523
      },
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6767087578773499,
        "action_similarity": 0.6557762026786804,
        "ui_similarity": 0.9191497682198719
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    ],
    "query": {
      "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
      "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6905802885691324,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6105092962582906,
    "avg_ui_similarity": 0.9102659679525816
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "38e27c2dce684cbf880e6f8b213816ce",
          "goal": "Open Fever. Go to \"Choose City\" and enter \"Tokyo\". What is the second trending event in Tokyo?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6849547028541565,
        "action_similarity": 0.5191325545310974,
        "ui_similarity": 0.9116266186831239
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6778524518013,
        "action_similarity": 0.5047141313552856,
        "ui_similarity": 0.809537037775998
      },
      {
        "episode": {
          "episode_id": "33cd80697cde46199110b37399d5893a",
          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6751392483711243,
        "action_similarity": 0.5212604999542236,
        "ui_similarity": 0.8768851542210664
      }
    ],
    "query": {
      "episode_id": "c5e4e127aefa4c4498fe354aca269aad",
      "goal": "Open Fever. Look for events in \"San Francisco\". What is the first trending event in Hong Kong?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.679315467675527,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.5150357286135355,
    "avg_ui_similarity": 0.8660162702267294
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7310951948165894,
        "action_similarity": 0.6268091201782227,
        "ui_similarity": 0.9704577315758565
      },
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7197166085243225,
        "action_similarity": 0.6399725675582886,
        "ui_similarity": 0.9782771184278378
      },
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.682220995426178,
        "action_similarity": 0.6547221541404724,
        "ui_similarity": 0.8727233573537939
      }
    ],
    "query": {
      "episode_id": "9ab05ab176134faa9dda75a4efe75224",
      "goal": "Open Fever. Search 'Fashion'. Sort the results by price. What is the name of the third event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7110109329223633,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6405012806256613,
    "avg_ui_similarity": 0.9404860691191628
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7342702150344849,
        "action_similarity": 0.6404284238815308,
        "ui_similarity": 0.9030571384476241
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7289263010025024,
        "action_similarity": 0.6574960947036743,
        "ui_similarity": 0.8823370082761859
      },
      {
        "episode": {
          "episode_id": "fa91dc832e18452d89b6b361c5d62789",
          "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7247856259346008,
        "action_similarity": 0.7528550028800964,
        "ui_similarity": 0.9041718836617202
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    ],
    "query": {
      "episode_id": "8dd3d8c9ebe64de2b5a6b5f7363bf101",
      "goal": "Open Fever. Look into the \"Culture\" category. Filter the event happening on this weekend. Select the hightest rated event and where is the location of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.729327380657196,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6835931738217672,
    "avg_ui_similarity": 0.8965220101285101
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5c973422e3314e9f81f695d0171453f1",
          "goal": "Open Fever. Select city, \"New York\". Look for \"Activity and Games\" events happening on \"May 12\". Select the first event listed. Choose 2 adult tickets. How much are tickets in total?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.817216157913208,
        "action_similarity": 0.6773875951766968,
        "ui_similarity": 0.9232331903462494
      },
      {
        "episode": {
          "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
          "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.672558069229126,
        "action_similarity": 0.7498383522033691,
        "ui_similarity": 0.9493310010257057
      },
      {
        "episode": {
          "episode_id": "b0247af27fbf4999855ca2cc2fe9adae",
          "goal": "Open Fever. Browse \"for you\" on home page. Check the fifth event. How much is the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6685285568237305,
        "action_similarity": 0.5253216624259949,
        "ui_similarity": 0.9466879428080854
      }
    ],
    "query": {
      "episode_id": "9ab290a2531b4430b7681c6e86699556",
      "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7194342613220215,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6508492032686869,
    "avg_ui_similarity": 0.9397507113933469
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7543351650238037,
        "action_similarity": 0.5922895669937134,
        "ui_similarity": 0.941933002167209
      },
      {
        "episode": {
          "episode_id": "b1f36bee13424686b3117be07336b11a",
          "goal": "Open Fever. Explore \"Historic Tours\" in New York. Sort results by price, low to high. Select the cheapest event with an average rating above 4.1 stars.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7116965651512146,
        "action_similarity": 0.5682552456855774,
        "ui_similarity": 0.9693040405001118
      },
      {
        "episode": {
          "episode_id": "d9ebd5fdba02425699aa81fc332e556b",
          "goal": "Open Fever. Search the category 'Cinema'. Sort the results by popularity. Select the first event. what's the price of the default ticket?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.704325795173645,
        "action_similarity": 0.529894232749939,
        "ui_similarity": 0.9439681768238577
      }
    ],
    "query": {
      "episode_id": "096ae07ea50f4fecaf9534ba428d8a7c",
      "goal": "Open Fever. Search 'Museum'. Sort the results by rating from high to low. Select the second event. What ticket types does it offer?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7234525084495544,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.5634796818097433,
    "avg_ui_similarity": 0.9517350731637261
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7313750386238098,
        "action_similarity": 0.6252503991127014,
        "ui_similarity": 0.8766524819972147
      },
      {
        "episode": {
          "episode_id": "0491d30277954c13be8efbdef2297be5",
          "goal": "Open Fever. Search for \"Comedy\" in Los Angeles. Sort the results by price. Select the cheapest one and browse its introduction.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.665122389793396,
        "action_similarity": 0.7657566070556641,
        "ui_similarity": 0.8831086321572131
      },
      {
        "episode": {
          "episode_id": "bddf9cc4c3804d04999d5c07ddda924b",
          "goal": "Open Fever. Search for \"Wine\" events. Choose the date \"June 6\". Check and proceed to checout a ticket for the first event listed.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6507313251495361,
        "action_similarity": 0.6452555656433105,
        "ui_similarity": 0.8217318176474124
      }
    ],
    "query": {
      "episode_id": "e8e1fa8ae2af4c338cb41d6fa12828de",
      "goal": "Open Fever. Search for \"Comedy\". Choose the date \"May 15\". Check the ticket price for the first event listed.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6824095845222473,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.678754190603892,
    "avg_ui_similarity": 0.8604976439339467
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7049722671508789,
        "action_similarity": 0.6003743410110474,
        "ui_similarity": 0.9545390303865591
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      {
        "episode": {
          "episode_id": "d9ebd5fdba02425699aa81fc332e556b",
          "goal": "Open Fever. Search the category 'Cinema'. Sort the results by popularity. Select the first event. what's the price of the default ticket?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6981594562530518,
        "action_similarity": 0.6697702407836914,
        "ui_similarity": 0.9438818371705779
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      {
        "episode": {
          "episode_id": "096ae07ea50f4fecaf9534ba428d8a7c",
          "goal": "Open Fever. Search 'Museum'. Sort the results by rating from high to low. Select the second event. What ticket types does it offer?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6930545568466187,
        "action_similarity": 0.5990725755691528,
        "ui_similarity": 0.9639689240407104
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    ],
    "query": {
      "episode_id": "acbc136c5ba34447a2821a59cb2dc760",
      "goal": "Open Fever. Search 'Nightlife'. Sort the results by popularity from high to low. Select the third event. What price options does it offer?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6987287600835165,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6230723857879639,
    "avg_ui_similarity": 0.9541299305326159
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  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8644956946372986,
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        "episode": {
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          "goal": "Open Fever. Search for \"Art\" in Los Angeles. Sort results by popularity from high to low. Select the top event. When's the next available date for this event?",
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7889294624328613,
        "action_similarity": 0.6756715774536133,
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      "episode_id": "8fbd324ce4934f46b1ba283e46904643",
      "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6756242513656616,
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        "episode": {
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          "goal": "Open Fever. Search for \"Comedy\". Choose the date \"May 15\". Check the ticket price for the first event listed.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6507313251495361,
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        "episode": {
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          "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6505529880523682,
        "action_similarity": 0.6311724185943604,
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      "goal": "Open Fever. Search for \"Wine\" events. Choose the date \"June 6\". Check and proceed to checout a ticket for the first event listed.",
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      "domain": "Entertainment",
      "split": "train"
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        "episode": {
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          "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8379383683204651,
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        "episode": {
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          "goal": "Open Fever. Search 'Party'. Set the date range from June 1 to June 30. Sort results by popularity. Select the second event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7781789898872375,
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        "episode": {
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          "goal": "Open Fever. Search the category \"Exhibitions\" in London. Organize the results by popularity. Select the first event.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7246362566947937,
        "action_similarity": 0.77701735496521,
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      "episode_id": "31510644ce504192b611515794e49e0d",
      "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
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      "domain": "Entertainment",
      "split": "train"
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  {
    "app": "fever",
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        "episode": {
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          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Fever. Search \"Night Life\" events happening this weekend in San Diego. Select the second event. What's the general info of the event?",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7121742963790894,
        "action_similarity": 0.6792505979537964,
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      "goal": "Open Fever. Search \"Nightlife\" events happening in New york. Sort by rating. Check the time of the third event.",
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      "domain": "Entertainment",
      "split": "train"
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          "goal": "Open Fever. Search 'Dance'. Set date to May 10. Sort results by rating. Select the first event. What's the description of the event?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8036494851112366,
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        "episode": {
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          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7889294624328613,
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      {
        "episode": {
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          "goal": "Open Fever. Search 'Comedy'. Set date to June 2. Sort results by rating from high to low. Select the fourth event. What time does the event start on that day?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7565938234329224,
        "action_similarity": 0.8016599416732788,
        "ui_similarity": 0.9693734048667495
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    "query": {
      "episode_id": "20741b582b3440789ead7d835615aecb",
      "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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  {
    "app": "fever",
    "support": [
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        "episode": {
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          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7713266611099243,
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    "query": {
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      "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
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      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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  {
    "app": "fever",
    "support": [
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        "episode": {
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          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Fever. Search 'Party'. Set the date range from June 1 to June 30. Sort results by popularity. Select the second event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7596478462219238,
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    "query": {
      "episode_id": "eddcce5e496c48d1b6f1f5aba5b3d1c3",
      "goal": "Open Fever. Search for \"Art\" in Los Angeles. Sort results by popularity from high to low. Select the top event. When's the next available date for this event?",
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      "domain": "Entertainment",
      "split": "train"
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    "avg_similarity": 0.7962761521339417,
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    "split": "train",
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    "support": [
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        "episode": {
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          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open Fever. Look into the \"Culture\" category. Filter the event happening on this weekend. Select the hightest rated event and where is the location of the event?",
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7283405065536499,
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    "query": {
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      "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
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      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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    "support": [
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        "episode": {
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          "goal": "Open Fever. Go to \"Choose City\" and look for events in \"London\". Select the fifth trending event in London. What's the average rating?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7951406836509705,
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          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
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          "domain": "Entertainment",
          "split": "train"
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      {
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          "goal": "Open Fever. Search for \"Food\" in London. Sort by rating and choose the top event and look for its next available date.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7014982104301453,
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    "query": {
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      "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
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      "domain": "Entertainment",
      "split": "train"
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    "split": "train",
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    "support": [
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        "episode": {
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          "goal": "Open Fever. Look for events in \"San Francisco\". What is the first trending event in Hong Kong?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6849547028541565,
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          "goal": "Open Fever. Select city London. What is the fifth trending event in London?",
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          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6401299238204956,
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        "ui_similarity": 0.8915007331989838
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    ],
    "query": {
      "episode_id": "38e27c2dce684cbf880e6f8b213816ce",
      "goal": "Open Fever. Go to \"Choose City\" and enter \"Tokyo\". What is the second trending event in Tokyo?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6633996168772379,
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        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7740780711174011,
        "action_similarity": 0.6136789917945862,
        "ui_similarity": 0.9326024018989252
      },
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7565938234329224,
        "action_similarity": 0.8016599416732788,
        "ui_similarity": 0.9693734048667497
      },
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7272477149963379,
        "action_similarity": 0.7128685116767883,
        "ui_similarity": 0.9409284458585508
      }
    ],
    "query": {
      "episode_id": "2dc15456f4644642875695cf918a8d4b",
      "goal": "Open Fever. Search 'Comedy'. Set date to June 2. Sort results by rating from high to low. Select the fourth event. What time does the event start on that day?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7526398698488871,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7094024817148844,
    "avg_ui_similarity": 0.9476347508747419
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "20741b582b3440789ead7d835615aecb",
          "goal": "Open Fever. Search 'Concert' in Los Angeles. Set date to May 15. Sort results by rating from high to low. Select the first event. What is the general information of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8036494851112366,
        "action_similarity": 0.6465631723403931,
        "ui_similarity": 0.97099199436387
      },
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7695626020431519,
        "action_similarity": 0.5571679472923279,
        "ui_similarity": 0.941257336460724
      },
      {
        "episode": {
          "episode_id": "fa91dc832e18452d89b6b361c5d62789",
          "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7567481994628906,
        "action_similarity": 0.62714684009552,
        "ui_similarity": 0.9686967195418392
      }
    ],
    "query": {
      "episode_id": "78102a99bd9d4e04a08d8ad98ac24d3e",
      "goal": "Open Fever. Search 'Dance'. Set date to May 10. Sort results by rating. Select the first event. What's the description of the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7766534288724264,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.610292653242747,
    "avg_ui_similarity": 0.9603153501221445
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7842392921447754,
        "action_similarity": 0.6211902499198914,
        "ui_similarity": 0.9120074496789692
      },
      {
        "episode": {
          "episode_id": "31510644ce504192b611515794e49e0d",
          "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7781789898872375,
        "action_similarity": 0.838388979434967,
        "ui_similarity": 0.9721842535549662
      },
      {
        "episode": {
          "episode_id": "eddcce5e496c48d1b6f1f5aba5b3d1c3",
          "goal": "Open Fever. Search for \"Art\" in Los Angeles. Sort results by popularity from high to low. Select the top event. When's the next available date for this event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7596478462219238,
        "action_similarity": 0.6233125329017639,
        "ui_similarity": 0.7395609801467651
      }
    ],
    "query": {
      "episode_id": "24734a7c33f34fbe821bd624a1d82ded",
      "goal": "Open Fever. Search 'Party'. Set the date range from June 1 to June 30. Sort results by popularity. Select the second event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7740220427513123,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6942972540855408,
    "avg_ui_similarity": 0.8745842277935668
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.785405158996582,
        "action_similarity": 0.7262375354766846,
        "ui_similarity": 0.9732652284751918
      },
      {
        "episode": {
          "episode_id": "af798c50e15048019924c57544f63fbe",
          "goal": "Open Fever. Explore \"Cruise\". Sort results by price, from low to high. Choose the first event with a rating above 4.8 stars.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7628178596496582,
        "action_similarity": 0.7210486531257629,
        "ui_similarity": 0.9498039694054432
      },
      {
        "episode": {
          "episode_id": "096ae07ea50f4fecaf9534ba428d8a7c",
          "goal": "Open Fever. Search 'Museum'. Sort the results by rating from high to low. Select the second event. What ticket types does it offer?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7116965651512146,
        "action_similarity": 0.5682552456855774,
        "ui_similarity": 0.9693040405001119
      }
    ],
    "query": {
      "episode_id": "b1f36bee13424686b3117be07336b11a",
      "goal": "Open Fever. Explore \"Historic Tours\" in New York. Sort results by price, low to high. Select the cheapest event with an average rating above 4.1 stars.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.753306527932485,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6718471447626749,
    "avg_ui_similarity": 0.9641244127935823
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "8fbd324ce4934f46b1ba283e46904643",
          "goal": "Open Fever. Search \"Art\". Set date to May 15. Sort results by popularity from high to low. Select the third event. What is the location of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8644956946372986,
        "action_similarity": 0.7313224077224731,
        "ui_similarity": 0.873856700708734
      },
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8040550947189331,
        "action_similarity": 0.7160958647727966,
        "ui_similarity": 0.9246424280697302
      },
      {
        "episode": {
          "episode_id": "eddcce5e496c48d1b6f1f5aba5b3d1c3",
          "goal": "Open Fever. Search for \"Art\" in Los Angeles. Sort results by popularity from high to low. Select the top event. When's the next available date for this event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.799251139163971,
        "action_similarity": 0.7158068418502808,
        "ui_similarity": 0.8865411312197007
      }
    ],
    "query": {
      "episode_id": "f146d092af4a466189980415327ecb9e",
      "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8226006428400675,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7210750381151835,
    "avg_ui_similarity": 0.8950134199993883
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "e8e1fa8ae2af4c338cb41d6fa12828de",
          "goal": "Open Fever. Search for \"Comedy\". Choose the date \"May 15\". Check the ticket price for the first event listed.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7313750386238098,
        "action_similarity": 0.6252503991127014,
        "ui_similarity": 0.8766524819972149
      },
      {
        "episode": {
          "episode_id": "e35f9572d14c41d4937430554345fe1c",
          "goal": "Open Fever. Look for \"Concerts\" in Paris. Check events happening today. Pick the one with the highest rating and proceed to checkout a ticket.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6980729103088379,
        "action_similarity": 0.6804406642913818,
        "ui_similarity": 0.9644680345744167
      },
      {
        "episode": {
          "episode_id": "bddf9cc4c3804d04999d5c07ddda924b",
          "goal": "Open Fever. Search for \"Wine\" events. Choose the date \"June 6\". Check and proceed to checout a ticket for the first event listed.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6756242513656616,
        "action_similarity": 0.6334308981895447,
        "ui_similarity": 0.946120335674989
      }
    ],
    "query": {
      "episode_id": "8bc1f6b8e7024fe292054367d0d92891",
      "goal": "Open Fever. Search \"Interactive Theatre\". Proceed to checkout two tickets for the most popular event on the second available date.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7016907334327698,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.646373987197876,
    "avg_ui_similarity": 0.9290802840822069
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "64fa795e093f4d4994960d2cb23a0fb7",
          "goal": "Open Fever. Choose \"Family\" category. Look for the top rated event in Washington.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7592324018478394,
        "action_similarity": 0.8189682364463806,
        "ui_similarity": 0.8932910094561621
      },
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6854637861251831,
        "action_similarity": 0.7842898964881897,
        "ui_similarity": 0.881785478930038
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6820841431617737,
        "action_similarity": 0.7142537832260132,
        "ui_similarity": 0.9430957865690807
      }
    ],
    "query": {
      "episode_id": "d0d197f078ce474c9524c1416e759e37",
      "goal": "Open Fever. Search for \"Family\" events in Washington DC. Choose an event happening this month end. Select the event with the lowest price.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.708926777044932,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7725039720535278,
    "avg_ui_similarity": 0.9060574249850936
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "24734a7c33f34fbe821bd624a1d82ded",
          "goal": "Open Fever. Search 'Party'. Set the date range from June 1 to June 30. Sort results by popularity. Select the second event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7199141979217529,
        "action_similarity": 0.6012556552886963,
        "ui_similarity": 0.8030679012539099
      },
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6931682229042053,
        "action_similarity": 0.6075713634490967,
        "ui_similarity": 0.9226242770650319
      },
      {
        "episode": {
          "episode_id": "fa91dc832e18452d89b6b361c5d62789",
          "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6876620650291443,
        "action_similarity": 0.6375902891159058,
        "ui_similarity": 0.8382115860721631
      }
    ],
    "query": {
      "episode_id": "e8ef8e6d6de047319c7cf73f41e30d29",
      "goal": "Open Fever. Browse the fifth trending event. Select the event and select the date on March 23, the last one if possible. Select two adults and proceed to checkout.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7002481619517008,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6154724359512329,
    "avg_ui_similarity": 0.8546345881303683
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "31510644ce504192b611515794e49e0d",
          "goal": "Open Fever. Search the category \"Sports\". Set date to June 21. Sort the results by popularity. Open the first event..",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.8379383683204651,
        "action_similarity": 0.8452950716018677,
        "ui_similarity": 0.9742377458134458
      },
      {
        "episode": {
          "episode_id": "f146d092af4a466189980415327ecb9e",
          "goal": "Open Fever. Search \"Art\". Set date range from May 1 to May 15. Sort results by price from low from high. Select third event and find its location.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7779643535614014,
        "action_similarity": 0.8130078315734863,
        "ui_similarity": 0.8552142307382249
      },
      {
        "episode": {
          "episode_id": "a9ca2bb5371d41df9d5ee0112600917f",
          "goal": "Open Fever. Search \"Outdoor\". Sort the results by price from low to high. Select the first event and when it is taking place?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7733737826347351,
        "action_similarity": 0.7187991738319397,
        "ui_similarity": 0.9179635160071653
      }
    ],
    "query": {
      "episode_id": "fa91dc832e18452d89b6b361c5d62789",
      "goal": "Open Fever. Search 'Sport'. Set date to May 16. Sort results by rating from high to low. Select the first event.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7964255015055338,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7923673590024313,
    "avg_ui_similarity": 0.9158051641862787
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "6022273c7a724e8fb6dc24a829fa98bb",
          "goal": "Open Fever. Search for \"Concerts\" in New York. Sort the results by price. Select the cheapest one and share it to google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6622670888900757,
        "action_similarity": 0.7387634515762329,
        "ui_similarity": 0.9192867141795482
      },
      {
        "episode": {
          "episode_id": "8b1483bbce134b50a22402c5fe15fd77",
          "goal": "Open Fever. Browse category \"activities\" in New York. Select the eighth one and share it to google keep notes.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6198381781578064,
        "action_similarity": 0.6921535730361938,
        "ui_similarity": 0.9413774786463351
      },
      {
        "episode": {
          "episode_id": "5fbba5e203e644e7abbf566681533490",
          "goal": "Open Fever. Search \"Cultural\" events happening in New York. Sort by star rating from high to low. Check the location of the first event.",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6010378003120422,
        "action_similarity": 0.65470290184021,
        "ui_similarity": 0.8817116343164038
      }
    ],
    "query": {
      "episode_id": "9d2f45d7e99848f8a18bee45b2fedcff",
      "goal": "Open Fever. Set the date to March 24. Search for \"Music\" in New York. Select the first one and browse its introduction.",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6277143557866415,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6952066421508789,
    "avg_ui_similarity": 0.9141252757140957
  },
  {
    "app": "fever",
    "support": [
      {
        "episode": {
          "episode_id": "f2dc38c15b26497992ee821a08b2b1f1",
          "goal": "Open Fever. Search 'Food & Drink'. Set date to April 27. Select the first event. What is the price of the event?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7069336175918579,
        "action_similarity": 0.5861238837242126,
        "ui_similarity": 0.925933932079321
      },
      {
        "episode": {
          "episode_id": "9ab290a2531b4430b7681c6e86699556",
          "goal": "Open Fever. Search \"Music\". View events happening on June 4. Select first event. How much are the tickets for 2 adults and 1 child?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6685285568237305,
        "action_similarity": 0.5253216624259949,
        "ui_similarity": 0.9466879428080852
      },
      {
        "episode": {
          "episode_id": "1f70ad506a954f22876a7a53134bba2f",
          "goal": "Open Fever. Select city New York. Look for events happening on April 28. What is the first event on the list?",
          "detected_app": "fever",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.6558499336242676,
        "action_similarity": 0.49932941794395447,
        "ui_similarity": 0.924727327800786
      }
    ],
    "query": {
      "episode_id": "b0247af27fbf4999855ca2cc2fe9adae",
      "goal": "Open Fever. Browse \"for you\" on home page. Check the fifth event. How much is the event?",
      "detected_app": "fever",
      "domain": "Entertainment",
      "split": "train"
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          "split": "train"
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          "split": "train"
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7904251217842102,
        "action_similarity": 0.7847543358802795,
        "ui_similarity": 0.9554845971159802
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      {
        "episode": {
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          "goal": "Open SeatGeek. Search for concerts in \"New York City\". Filter by \"pop\" genre. What is the second recommendation?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.722935676574707,
        "action_similarity": 0.8440929651260376,
        "ui_similarity": 0.9711497477449804
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      {
        "episode": {
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          "goal": "Open SeatGeek. Find and track concerts of \"Bruno Mars\". When is the next upcoming event in Los Angeles?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
        },
        "similarity": 0.7099747657775879,
        "action_similarity": 0.6568830013275146,
        "ui_similarity": 0.9532662822968537
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    ],
    "query": {
      "episode_id": "b8e49460dafa49c28e081e0d314a013b",
      "goal": "Open SeatGeek. Search for concerts in \"Los Angeles\". Filter by \"rock\" genre. Track the first recommended event.",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
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  {
    "app": "seatgeek",
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        "episode": {
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          "goal": "Open SeatGeek. Search for \"Book of Mormon\". Add the show to favorite. Select date April 26. Set the ticket number to 2 and proceed. What is the lowest price for each ticket?",
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          "domain": "Entertainment",
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        "episode": {
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          "goal": "Open SeatGeek. Search \"Shin Lim\". Select the concert on May 3. Choose 2 tickets. Sort by best seats and filter by price. What is the lowest price for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open SeatGeek. Search \"The Fonda Theatre\". Select the top popular event and track it. What is the lowest price?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "action_similarity": 0.7067435383796692,
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      "goal": "Open SeatGeek. Search \"Beatles Love\". Select the soonest upcoming event. Choose 2 tickets and continue. What is the lowest price for each ticket?",
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      "domain": "Entertainment",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open SeatGeek. Search for the \"Ed Sheeran\" concert. Check the next upcoming event. When and where is the concert?",
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          "domain": "Entertainment",
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          "goal": "Open SeatGeek. Search for concerts in \"Los Angeles\". Filter by \"rock\" genre. Track the first recommended event.",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"Comedy Show in Los Angeles\". Find the top recommendation. When is the event?",
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          "domain": "Entertainment",
          "split": "train"
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      "goal": "Open SeatGeek. Find and track concerts of \"Bruno Mars\". When is the next upcoming event in Los Angeles?",
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      "domain": "Entertainment",
      "split": "train"
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  {
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        "episode": {
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          "goal": "Open SeatGeek. Search \"Oracle Arena\". Add the venue to the watch list.",
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          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"Madison Square Garden\". Add the venue to the watch list. What is the next upcoming event?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open SeatGeek. Search \"Olympia Theater\". Show four upcoming events. Save the place to favorite.",
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          "domain": "Entertainment",
          "split": "train"
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        "action_similarity": 0.8685489892959595,
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      "goal": "Open SeatGeek. Search \"Crypto.com Arena\". Show three upcoming events. Save the place to favorite.",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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  {
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          "goal": "Open SeatGeek. Search \"Madison Square Garden\". Add the venue to the watch list. What is the next upcoming event?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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          "goal": "Open SeatGeek. Search \"Chicago Theatre\". Select and track the next upcoming event. Who is the performer of the event?",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6954092979431152,
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          "goal": "Open SeatGeek. Search \"Radio City Music Hall\" and then add the venue to favorite. Who are the performers of the top recommended event?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.631479024887085,
        "action_similarity": 0.6166611909866333,
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      "goal": "Open SeatGeek. Search \"Madison Square Garden\". Select the next upcoming event. Who are the performers of the event?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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  {
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    "support": [
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        "episode": {
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          "goal": "Open SeatGeek. Search \"The Fonda Theatre\". Select the top popular event and track it. What is the lowest price?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6849721074104309,
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          "goal": "Open SeatGeek. Search \"Shin Lim\". Select the concert on May 3. Choose 2 tickets. Sort by best seats and filter by price. What is the lowest price for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6718403697013855,
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      {
        "episode": {
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          "goal": "Open SeatGeek. Search \"Chicago\". Select the first show on May 1. Set the ticket number to 3. Choose best seats and sort by price. What is the best deal for each ticket?",
          "detected_app": "seatgeek",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6580740213394165,
        "action_similarity": 0.7051125764846802,
        "ui_similarity": 0.9121938510634209
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      "goal": "Open SeatGeek. Search \"Metropolitan Opera\". Find the next available show. Filter by \"best seats\". What section are they in for the lowest price tickets?",
      "detected_app": "seatgeek",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.6716288328170776,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.6911184390385946,
    "avg_ui_similarity": 0.9439209403766443
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  {
    "app": "nba",
    "support": [
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        "episode": {
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          "goal": "Open NBA. Add \"Dallas Mavericks\" to the favorites. In the \"Home\" tab, switch to Mavericks and check the top news.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "episode": {
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          "goal": "Open NBA. Check the \"Standing\" tab, find the team with the lowest ranking.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.738820493221283,
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      {
        "episode": {
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          "goal": "Open NBA. In \"Standing\" tab, find the rankings for Eastern League\"s top 5 teams.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6947282552719116,
        "action_similarity": 0.8061615228652954,
        "ui_similarity": 0.9166727047084141
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    "query": {
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      "goal": "Open NBA. Add \"Dallas Mavericks\" to favorites. Navigate to the \"Mavericks\" tab and check their current ranking.",
      "detected_app": "nba",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7591589291890463,
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    "avg_action_similarity": 0.8265971541404724,
    "avg_ui_similarity": 0.9211734599779087
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  {
    "app": "nba",
    "support": [
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        "episode": {
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          "goal": "Open NBA. In \"Games\", find the game time for the next fixture involving \"Boston Celtics\", create a reminder for the game start time.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7465983629226685,
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          "goal": "Open NBA. In \"Games\", find the next second  game for \"Chicago Bulls\", add a reminder for match start time.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7368119955062866,
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        "episode": {
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          "goal": "Open NBA. Switch to the \"Miami Heat\" under the \"Moments\" tab and watch the most shared video.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7306488156318665,
        "action_similarity": 0.7454202175140381,
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    "query": {
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      "goal": "Open NBA. In \"Games\", find the game time for the next fixture involving \"Miami Heat\".",
      "detected_app": "nba",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
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  {
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    "support": [
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          "goal": "Open NBA. Find the player stats for \"Kevin Durant\" under \"Brooklyn Nets\".",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8217214345932007,
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      {
        "episode": {
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          "goal": "Open NBA. Search for player stats for \"Anthony Davis\" under \"Los Angeles Lakers\" and compare them with the stats from the previous season.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.8075273036956787,
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          "goal": "Open NBA. Find the player stats for \"Kyrie Irving\" under \"Brooklyn Nets\" and compare them with his last season\"s stats.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7590738534927368,
        "action_similarity": 0.8382517099380493,
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    "query": {
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      "goal": "Open NBA. Search for player stats for \"Kevin Durant\" and compare them with the stats from the previous season.",
      "detected_app": "nba",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open NBA. Add \"Chicago Bulls\" to favorites. Navigate to the \"Bulls\" tab and find statistics for their recent matches.",
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          "split": "train"
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        "similarity": 0.8109318017959595,
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      {
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          "goal": "Open NBA. Add \"Los Angeles Lakers\" to favorites. Navigate to the \"Lakers\" tab and find the statistics for their last game.",
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          "domain": "Entertainment",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open NBA. Add \"Atlanta Hawks\" to favorites, navigate to the \"Hawks\" tab, and check statistics for their upcoming game.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7396498918533325,
        "action_similarity": 0.8895471096038818,
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    "query": {
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      "goal": "Open NBA. Add \"Golden State Warriors\" to favorites. Navigate to the \"Warriors\" tab and find statistics for the latest match.",
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      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7831440766652426,
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    "avg_action_similarity": 0.896394153436025,
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  {
    "app": "nba",
    "support": [
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        "episode": {
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          "goal": "Open NBA. Go to the \"Games\" tab, find and watch the highlights of the last \"Phoenix Suns\" game.",
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          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.7892042398452759,
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      {
        "episode": {
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          "goal": "Open NBA. Search for the next three match schedules for \"Los Angeles Clippers\".",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6391758918762207,
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      {
        "episode": {
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          "goal": "Open NBA. Add \"Los Angeles Lakers\" to favorites. Navigate to the \"Lakers\" tab and find the statistics for their last game.",
          "detected_app": "nba",
          "domain": "Entertainment",
          "split": "train"
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        "similarity": 0.6281251907348633,
        "action_similarity": 0.8615047335624695,
        "ui_similarity": 0.7210938905472234
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    "query": {
      "episode_id": "a48abdbeb78a428f8511f6df2ac99aac",
      "goal": "Open NBA. Search and list the last five match results for \"Phoenix Suns\".",
      "detected_app": "nba",
      "domain": "Entertainment",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.68550177415212,
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    "avg_action_similarity": 0.8504293958346049,
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  {
    "app": "nba",
    "support": [
      {
        "episode": {
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          "goal": "Open NBA. Find the player stats for \"Kevin Durant\" under \"Brooklyn Nets\".",
          "detected_app": "nba",
          "domain": "Entertainment",
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      "split": "train"
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        "episode": {
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        "episode": {
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        "similarity": 0.6257287263870239,
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        "episode": {
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          "goal": "Open agoda. I want to book a return train trip. Departure from Manchester and arrival to Birmingham on August 3. Return trip on August 5. Passengers are 1 adult and 1 child.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6027830243110657,
        "action_similarity": 0.8995110988616943,
        "ui_similarity": 0.9636000773013562
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      "episode_id": "ad7775d3c05443e997d90b6120aa57e4",
      "goal": "Open agoda. Search for a train. Set the departure time on May 2 at hk. Drop-off time on May 2 at Macau. 2 Adults.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.7543277144432068,
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          "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. I want to fly from Sydney to Honolulu. Departure is December 20. Return on December 27. Passengers: 2 adults and 2 children. Sort by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "action_similarity": 0.8688858151435852,
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      "episode_id": "039efbd30e5b48219a4a52cc22ad5021",
      "goal": "Open agoda. Book a flight from Sydney to Melbourne. Departure time is June 1. One way trip. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8888187607129415,
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          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7618985176086426,
        "action_similarity": 0.8512412309646606,
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      "episode_id": "ce8bc99850884e61938e7232481cb8f2",
      "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8845614194869995,
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  {
    "app": "agoda",
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        "episode": {
          "episode_id": "4bd64f950cd84556904607fed88aebbb",
          "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Look for a 5-star hotel in London. Check-in on September 1 and check-out on September 10. Guests include two adults and a child. Ensure to add the top suggested hotel to your cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.605961263179779,
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      "episode_id": "ca6bbc50c24a467aab576f6dc93f4e70",
      "goal": "Open agoda. Search for a hotel in Bangkok. Check in on August 1 and check out on August 10. One adult. Filter for 4 star rating. Add the first one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.836692214012146,
    "avg_ui_similarity": 0.8965843914659207
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  {
    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7856288552284241,
        "action_similarity": 0.8890935778617859,
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      "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
      "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.908972958723704,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Find a flight from San Francisco to Seattle on June 12 and return on June 19. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6414737701416016,
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          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "goal": "Open agoda. Search for economy class flight from New York to San Francisco. Departure time is May 10 and return time is May 15. Two adults and one child.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. Find a car rental in Orlando. Pick up date is October 10, at 8:00am. Drop-off date is October 18, at 8:00pm. Filters: \"Price under $100 per day\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open agoda. Search for a villa in Miami through agoda homes. Check-in date is December 1, check-out date is January 1. No specific requirements for location or price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6902773380279541,
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        "episode": {
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          "goal": "Open agoda. Find a car rental in San Francisco. Pick up date is September 1, at 10:00am. Drop-off date is September 7, at 10:00am. Filters are \"price under 1000$ per day\" + \"automatic transmission\" + \"deposit under 5000$\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.688503623008728,
        "action_similarity": 0.9014765024185181,
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    "query": {
      "episode_id": "516c682426ea48ee919bea53f4595904",
      "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8760728240013123,
    "avg_ui_similarity": 0.8028958464797263
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7974717020988464,
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6788300275802612,
        "action_similarity": 0.803856611251831,
        "ui_similarity": 0.9474448071694267
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    "query": {
      "episode_id": "17423353d21445a790e1301bab2b0225",
      "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7376100818316141,
    "target_shot": 3,
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    "avg_action_similarity": 0.8819521069526672,
    "avg_ui_similarity": 0.9678727396697772
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8775252103805542,
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      {
        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Rome. Return time is June 30. Two adults with a child.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8558309078216553,
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      {
        "episode": {
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          "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7646264433860779,
        "action_similarity": 0.9313223958015442,
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    "query": {
      "episode_id": "d174f727c27b40f8a262fc4dba77e821",
      "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8326608538627625,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9201368888219198,
    "avg_ui_similarity": 0.9162941932823311
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "817bc68b35e244bba1a9ce9b7cb8c37b",
          "goal": "Open agoda. Add a flight from London to Paris to cart. Departure time is May 5. Return on May 15. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8398826122283936,
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      {
        "episode": {
          "episode_id": "d174f727c27b40f8a262fc4dba77e821",
          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7646263837814331,
        "action_similarity": 0.9313223958015442,
        "ui_similarity": 0.9254959721599161
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      {
        "episode": {
          "episode_id": "b31f339a2d6441bb994b4a30f184a267",
          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7636151313781738,
        "action_similarity": 0.8849701881408691,
        "ui_similarity": 0.9736632187210431
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    ],
    "query": {
      "episode_id": "0d61f6e820f7436faa5f83065a6d0b04",
      "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7893747091293335,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.909310539563497,
    "avg_ui_similarity": 0.9530105479170962
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "17423353d21445a790e1301bab2b0225",
          "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7365285158157349,
        "action_similarity": 0.9391425848007202,
        "ui_similarity": 0.975520699741288
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      {
        "episode": {
          "episode_id": "ed4d8708b4434988937983f14c7eae14",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7036640644073486,
        "action_similarity": 0.895451545715332,
        "ui_similarity": 0.9751107496070577
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      {
        "episode": {
          "episode_id": "7e23d2a6546748428e356709cc50429b",
          "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7012693881988525,
        "action_similarity": 0.6549844145774841,
        "ui_similarity": 0.8150590533380606
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    "query": {
      "episode_id": "3502f4862f6245e28e21789df4d6e540",
      "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8298595150311788,
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  {
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          "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
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          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
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          "domain": "Travel & Leisure",
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          "goal": "Open agoda. Book a hotel room in Seoul. From July 1 to July 10. Filtering with \"car park\" + \"breakfast included\" + \"5 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
      "episode_id": "9e395f85a8e349a096002921250db257",
      "goal": "Open agoda. Book a hotel room in Sydney. From September 5 to September 15. Filtering with \"free Wifi\" + \"breakfast included\" + \"5 star rating\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9140088359514872,
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  {
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          "goal": "Open agoda. Book a hotel room in Sydney. From September 5 to September 15. Filtering with \"free Wifi\" + \"breakfast included\" + \"5 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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      {
        "episode": {
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          "goal": "Open agoda. Book a hotel room in Seoul. From July 1 to July 10. Filtering with \"car park\" + \"breakfast included\" + \"5 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6945369243621826,
        "action_similarity": 0.93853360414505,
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    "query": {
      "episode_id": "ea1d3393c79340c794e6a1ea028121dd",
      "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.9187212785085043,
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  {
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    "support": [
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        "episode": {
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          "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
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          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7181930541992188,
        "action_similarity": 0.8565472364425659,
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      "goal": "Open agoda. Add a flight from London to Paris to cart. Departure time is May 5. Return on May 15. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8765876889228821,
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  {
    "app": "agoda",
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          "goal": "Open agoda. Scour for a first-class flight from Tokyo to Los Angeles. Leaving on August 15 and returning on August 29. Two adults. Sort by shortest duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7570825815200806,
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    "query": {
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      "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
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      "domain": "Travel & Leisure",
      "split": "train"
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          "domain": "Travel & Leisure",
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          "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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    "query": {
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      "goal": "Open agoda. Scour for a first-class flight from Tokyo to Los Angeles. Leaving on August 15 and returning on August 29. Two adults. Sort by shortest duration.",
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      "domain": "Travel & Leisure",
      "split": "train"
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  {
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    "support": [
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          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
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          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Look for a 5-star hotel in London. Check-in on September 1 and check-out on September 10. Guests include two adults and a child. Ensure to add the top suggested hotel to your cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6891247630119324,
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    "query": {
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      "goal": "Open agoda. Search for a hotel room in Chealsea, London. From October 1 to October 5. Guests are 2 adults and 1 child in two rooms. Filters are \"4 star rating\" + \"Air conditioning\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7023394306500753,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9070336620012919,
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for Agoda homes in Athens. Choose dates from November 20 to December 20. Three adults. Filter price to less than half of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8079061508178711,
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      {
        "episode": {
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          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7845499515533447,
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      {
        "episode": {
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          "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6993242502212524,
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    "query": {
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      "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
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    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8718934456507365,
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  {
    "app": "agoda",
    "support": [
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7097161412239075,
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      {
        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6923447847366333,
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      {
        "episode": {
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          "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6918395757675171,
        "action_similarity": 0.9213702082633972,
        "ui_similarity": 0.9335308857357931
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    ],
    "query": {
      "episode_id": "48f4f21ed18e40e6b7cf2b77b4a35af1",
      "goal": "Open agoda. Search for a flight. Departure time is May 2 from Singapore to Vienna. Return time is May10. Two adults with one child. Add the first one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6979668339093527,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8882078528404236,
    "avg_ui_similarity": 0.9475377053625339
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
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          "goal": "Open agoda. I want to book a return train trip. Departure from Manchester and arrival to Birmingham on August 3. Return trip on August 5. Passengers are 1 adult and 1 child.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8998624086380005,
        "action_similarity": 0.9226193428039551,
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      {
        "episode": {
          "episode_id": "6f1d3e30342c45699612c416b5112ef1",
          "goal": "Open agoda. Book a return train trip. Departure from Glasgow to Edinburgh is set for July 3 and return is on July 5. Passenger detail includes 1 adult and 2 children.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.654636561870575,
        "action_similarity": 0.9253071546554565,
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      {
        "episode": {
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          "goal": "Open agoda. I want to fly to Los Angeles from London. Departure time is June 7. Return on June 14. Passengers are two adults and 1 child. Sorting by cheapest first.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6498997211456299,
        "action_similarity": 0.7006618976593018,
        "ui_similarity": 0.9018465149195078
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    ],
    "query": {
      "episode_id": "ef5638829f2542a4b525d9646284fd59",
      "goal": "Open agoda. I want to book a return train trip. Departure from Leeds to Liverpool on November 10. Return trip on November 20. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7347995638847351,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8495294650395712,
    "avg_ui_similarity": 0.9078920475943161
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "7e23d2a6546748428e356709cc50429b",
          "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8294718861579895,
        "action_similarity": 0.8803865313529968,
        "ui_similarity": 0.959531481978958
      },
      {
        "episode": {
          "episode_id": "13438f4ca90749c392396d2371a18fab",
          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6352628469467163,
        "action_similarity": 0.9051413536071777,
        "ui_similarity": 0.9815285027876094
      },
      {
        "episode": {
          "episode_id": "3502f4862f6245e28e21789df4d6e540",
          "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.631405234336853,
        "action_similarity": 0.6002249717712402,
        "ui_similarity": 0.7966545581695379
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    ],
    "query": {
      "episode_id": "b1c81bd56002411585026d1cc14a5829",
      "goal": "Open agoda. Search for Agoda homes in Sydney. Choose dates from October 2 to October 18. Three adults. Filter price to less than half of the highest price. What is the highest price in the list?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6987133224805196,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7952509522438049,
    "avg_ui_similarity": 0.9125715143120351
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9265904426574707,
        "action_similarity": 0.9357253909111023,
        "ui_similarity": 0.889020364686069
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      {
        "episode": {
          "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8427961468696594,
        "action_similarity": 0.9394915699958801,
        "ui_similarity": 0.9015484584918879
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      {
        "episode": {
          "episode_id": "4fc86853b0bf4f588ab9a7082f30eda3",
          "goal": "Open agoda. Search for a hotel room in Chealsea, London. From October 1 to October 5. Guests are 2 adults and 1 child in two rooms. Filters are \"4 star rating\" + \"Air conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7162905335426331,
        "action_similarity": 0.9236582517623901,
        "ui_similarity": 0.9148940218554308
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    ],
    "query": {
      "episode_id": "f430296835674669be3e4746948a5a3a",
      "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8285590410232544,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9329584042231241,
    "avg_ui_similarity": 0.9018209483444625
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "e8a3c84642d44a47b45d401d571f74fc",
          "goal": "Open agoda. Search for a hotel in Tokyo. Set the check-in date to May 15 and check-out date to May 25. Filter by \"4-star rating\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7661881446838379,
        "action_similarity": 0.7606120109558105,
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      {
        "episode": {
          "episode_id": "bc62e26c71084c6b9934203008a83c69",
          "goal": "Open agoda. Search for deals. Select \"travel to Japan\". Bookmark first hotel on the list.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7281966209411621,
        "action_similarity": 0.8113275766372681,
        "ui_similarity": 0.66136862495649
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      {
        "episode": {
          "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.670443058013916,
        "action_similarity": 0.6908246874809265,
        "ui_similarity": 0.6472761740244057
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    ],
    "query": {
      "episode_id": "836e25f05d154813ba6211d6a2530431",
      "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7216092745463053,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7542547583580017,
    "avg_ui_similarity": 0.631095422395508
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "aff1a041365e44f7b039216811775493",
          "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8103501796722412,
        "action_similarity": 0.8353644013404846,
        "ui_similarity": 0.8881418441273968
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      {
        "episode": {
          "episode_id": "039efbd30e5b48219a4a52cc22ad5021",
          "goal": "Open agoda. Book a flight from Sydney to Melbourne. Departure time is June 1. One way trip. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7798488736152649,
        "action_similarity": 0.9254797697067261,
        "ui_similarity": 0.9698167265333356
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      {
        "episode": {
          "episode_id": "89cc27c419624047b06943e419a669e8",
          "goal": "Open agoda. I want to fly from Sydney to Honolulu. Departure is December 20. Return on December 27. Passengers: 2 adults and 2 children. Sort by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7705100178718567,
        "action_similarity": 0.8846158981323242,
        "ui_similarity": 0.955647370529207
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    "query": {
      "episode_id": "4fecb3913ab3440c9994e9862f3d8660",
      "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.7869030237197876,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.881820023059845,
    "avg_ui_similarity": 0.9378686470633131
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "4fc86853b0bf4f588ab9a7082f30eda3",
          "goal": "Open agoda. Search for a hotel room in Chealsea, London. From October 1 to October 5. Guests are 2 adults and 1 child in two rooms. Filters are \"4 star rating\" + \"Air conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6891248226165771,
        "action_similarity": 0.9189777374267578,
        "ui_similarity": 0.9677219557180659
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      {
        "episode": {
          "episode_id": "f430296835674669be3e4746948a5a3a",
          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6757317781448364,
        "action_similarity": 0.9334169626235962,
        "ui_similarity": 0.9108000435177055
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      {
        "episode": {
          "episode_id": "13438f4ca90749c392396d2371a18fab",
          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6634446978569031,
        "action_similarity": 0.8844667673110962,
        "ui_similarity": 0.9566358968410933
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    "query": {
      "episode_id": "60e6003b93ae4493b0528c00719fe5ac",
      "goal": "Open agoda. Look for a 5-star hotel in London. Check-in on September 1 and check-out on September 10. Guests include two adults and a child. Ensure to add the top suggested hotel to your cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6761004328727722,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.91228715578715,
    "avg_ui_similarity": 0.9450526320256216
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "b1c81bd56002411585026d1cc14a5829",
          "goal": "Open agoda. Search for Agoda homes in Sydney. Choose dates from October 2 to October 18. Three adults. Filter price to less than half of the highest price. What is the highest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8294718265533447,
        "action_similarity": 0.8803865313529968,
        "ui_similarity": 0.9595314819789579
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      {
        "episode": {
          "episode_id": "3502f4862f6245e28e21789df4d6e540",
          "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7012693881988525,
        "action_similarity": 0.6549844145774841,
        "ui_similarity": 0.8150590533380604
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      {
        "episode": {
          "episode_id": "619f17d5c13345aea98594ea190c49d0",
          "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 3 children, one room. Sort the results by price from low to high. What is the lowest price in the hotel?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6892606019973755,
        "action_similarity": 0.8370630741119385,
        "ui_similarity": 0.8524155204733108
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    ],
    "query": {
      "episode_id": "7e23d2a6546748428e356709cc50429b",
      "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7400006055831909,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7908113400141398,
    "avg_ui_similarity": 0.875668685263443
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "973f295c634647368374ffbf5f63779a",
          "goal": "Open agoda. Search temporary apartments in Toronto via Agoda homes. Move-in date is September 15, move-out date is October 15. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8097429275512695,
        "action_similarity": 0.8700303435325623,
        "ui_similarity": 0.950880386278811
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      {
        "episode": {
          "episode_id": "d013ca151d76430eac5c1be91ae049c3",
          "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7589251399040222,
        "action_similarity": 0.8322824239730835,
        "ui_similarity": 0.7963930621587517
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      {
        "episode": {
          "episode_id": "e786e0dfceef4d4b8f0f89bf59503995",
          "goal": "Open agoda. Search temporary villas in Bali through Agoda homes. Move-in date is June 1, move-out date is July 31. Monthly budget is less than $5000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6611016392707825,
        "action_similarity": 0.8538547158241272,
        "ui_similarity": 0.9748011016729718
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    ],
    "query": {
      "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
      "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7432565689086914,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.852055827776591,
    "avg_ui_similarity": 0.9073581833701782
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8496657609939575,
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      {
        "episode": {
          "episode_id": "0b90cad9aa0b4945baddfc2c154ff4b3",
          "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8239973783493042,
        "action_similarity": 0.9202484488487244,
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      {
        "episode": {
          "episode_id": "70989a480e3245f8b126c4e7701fb64b",
          "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8001445531845093,
        "action_similarity": 0.8415384292602539,
        "ui_similarity": 0.9506404493796693
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    ],
    "query": {
      "episode_id": "32681e1003f24f2fb7d6e82962a51317",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8246025641759237,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9013415376345316,
    "avg_ui_similarity": 0.9378372332614301
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "17423353d21445a790e1301bab2b0225",
          "goal": "Open agoda. Search for a flight. Departrue time is April30 from Beijing to Hong Kong. Don't care about the return time. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7974717020988464,
        "action_similarity": 0.9028571248054504,
        "ui_similarity": 0.9806527120986163
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      {
        "episode": {
          "episode_id": "b31f339a2d6441bb994b4a30f184a267",
          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7622302770614624,
        "action_similarity": 0.8236762881278992,
        "ui_similarity": 0.983126239199935
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      {
        "episode": {
          "episode_id": "ce8bc99850884e61938e7232481cb8f2",
          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7618985176086426,
        "action_similarity": 0.8512412309646606,
        "ui_similarity": 0.9880181778128917
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    ],
    "query": {
      "episode_id": "ed4d8708b4434988937983f14c7eae14",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7738668322563171,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.85925821463267,
    "avg_ui_similarity": 0.9839323763704809
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8097429275512695,
        "action_similarity": 0.8700303435325623,
        "ui_similarity": 0.9508803862788107
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      {
        "episode": {
          "episode_id": "d013ca151d76430eac5c1be91ae049c3",
          "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7545034289360046,
        "action_similarity": 0.8608919382095337,
        "ui_similarity": 0.8447128217574076
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      {
        "episode": {
          "episode_id": "e786e0dfceef4d4b8f0f89bf59503995",
          "goal": "Open agoda. Search temporary villas in Bali through Agoda homes. Move-in date is June 1, move-out date is July 31. Monthly budget is less than $5000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6283524632453918,
        "action_similarity": 0.8735101222991943,
        "ui_similarity": 0.9543661535118443
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    ],
    "query": {
      "episode_id": "973f295c634647368374ffbf5f63779a",
      "goal": "Open agoda. Search temporary apartments in Toronto via Agoda homes. Move-in date is September 15, move-out date is October 15. Monthly budget is less than $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.730866273244222,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8681441346804301,
    "avg_ui_similarity": 0.9166531205160209
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "516c682426ea48ee919bea53f4595904",
          "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6885035634040833,
        "action_similarity": 0.9014765024185181,
        "ui_similarity": 0.543635234221017
      },
      {
        "episode": {
          "episode_id": "b4ba9aebc0cc4e04a92fd2966368f80c",
          "goal": "Open agoda. Find a car rental in Orlando. Pick up date is October 10, at 8:00am. Drop-off date is October 18, at 8:00pm. Filters: \"Price under $100 per day\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6383230090141296,
        "action_similarity": 0.9239897727966309,
        "ui_similarity": 0.6003436204818562
      },
      {
        "episode": {
          "episode_id": "25e8a719e2d24652b052c6d320b99e0d",
          "goal": "Open agoda. Find a car rental in Madrid. Pick up date is October 1, at 10:00am. Drop-off date is October 7, at 10:00am. Filters are 'price under 150$ per day' + 'Air Conditioning + 'Automatic Transmission'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6116645336151123,
        "action_similarity": 0.8062013387680054,
        "ui_similarity": 0.835736881384147
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    ],
    "query": {
      "episode_id": "2242ccea38d5480593335d904ca19869",
      "goal": "Open agoda. Find a car rental in San Francisco. Pick up date is September 1, at 10:00am. Drop-off date is September 7, at 10:00am. Filters are \"price under 1000$ per day\" + \"automatic transmission\" + \"deposit under 5000$\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6461637020111084,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8772225379943848,
    "avg_ui_similarity": 0.6599052453623401
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8496657609939575,
        "action_similarity": 0.9422377347946167,
        "ui_similarity": 0.9455900990468094
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      {
        "episode": {
          "episode_id": "0b90cad9aa0b4945baddfc2c154ff4b3",
          "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8116046190261841,
        "action_similarity": 0.9295705556869507,
        "ui_similarity": 0.9689481754569077
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      {
        "episode": {
          "episode_id": "0be7015aebf1450f9a92c3edea28efce",
          "goal": "Open agoda. Scour for a first-class flight from Tokyo to Los Angeles. Leaving on August 15 and returning on August 29. Two adults. Sort by shortest duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8055924773216248,
        "action_similarity": 0.9757175445556641,
        "ui_similarity": 0.9797539792056683
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    ],
    "query": {
      "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
      "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
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    "target_shot": 3,
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    "avg_action_similarity": 0.9491752783457438,
    "avg_ui_similarity": 0.964764084569795
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "898b2bce02234fbbbeda0ea725e47a6b",
          "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9239274263381958,
        "action_similarity": 0.8880536556243896,
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      {
        "episode": {
          "episode_id": "07e16dea94b94552a037611207b80422",
          "goal": "Open agoda. Book a flight from Tokyo to Seoul. Departure time is July 1. Return on July 10. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9081279635429382,
        "action_similarity": 0.8764289617538452,
        "ui_similarity": 0.9631961493090629
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      {
        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8001445531845093,
        "action_similarity": 0.8415384292602539,
        "ui_similarity": 0.9506404493796693
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    ],
    "query": {
      "episode_id": "70989a480e3245f8b126c4e7701fb64b",
      "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8773999810218811,
    "target_shot": 3,
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    "avg_action_similarity": 0.8686736822128296,
    "avg_ui_similarity": 0.9404706648202102
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "c72bbe8ec7964c7c9deb76517281ab8d",
          "goal": "Open agoda. Search for a hotel in Dubai. Check in on May 1st and check out on May 7th. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7133830189704895,
        "action_similarity": 0.8374519348144531,
        "ui_similarity": 0.9142785860433683
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      {
        "episode": {
          "episode_id": "ea5359beda694366821795387871c6d6",
          "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 1 children in one room, one adult with 1 children in another room. Filter results with breakfast included, 4 star rating, and payment option is pay at the hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6916117668151855,
        "action_similarity": 0.8142041563987732,
        "ui_similarity": 0.8333675680533281
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      {
        "episode": {
          "episode_id": "7e23d2a6546748428e356709cc50429b",
          "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6892606019973755,
        "action_similarity": 0.8370630741119385,
        "ui_similarity": 0.8524155204733114
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    ],
    "query": {
      "episode_id": "619f17d5c13345aea98594ea190c49d0",
      "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 3 children, one room. Sort the results by price from low to high. What is the lowest price in the hotel?",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6980851292610168,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8295730551083883,
    "avg_ui_similarity": 0.8666872248566692
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "9aa92e9d23ae4154841608d99f3e96dc",
          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.761859655380249,
        "action_similarity": 0.7984198927879333,
        "ui_similarity": 0.9027420522682061
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      {
        "episode": {
          "episode_id": "4129751efd904bb1b9b6284277800927",
          "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7112375497817993,
        "action_similarity": 0.8918243646621704,
        "ui_similarity": 0.9728522171276655
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      {
        "episode": {
          "episode_id": "516c682426ea48ee919bea53f4595904",
          "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6902772784233093,
        "action_similarity": 0.7937623858451843,
        "ui_similarity": 0.9122017472319209
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    ],
    "query": {
      "episode_id": "1266faf07a494730942fe471080f5259",
      "goal": "Open agoda. Search for a villa in Miami through agoda homes. Check-in date is December 1, check-out date is January 1. No specific requirements for location or price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7211248278617859,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8280022144317627,
    "avg_ui_similarity": 0.9292653388759309
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "4129751efd904bb1b9b6284277800927",
          "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8449482321739197,
        "action_similarity": 0.8837162256240845,
        "ui_similarity": 0.946076794835
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      {
        "episode": {
          "episode_id": "9aa92e9d23ae4154841608d99f3e96dc",
          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8181037902832031,
        "action_similarity": 0.7860485315322876,
        "ui_similarity": 0.9467203218709076
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      {
        "episode": {
          "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6611016392707825,
        "action_similarity": 0.8538547158241272,
        "ui_similarity": 0.9748011016729718
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    ],
    "query": {
      "episode_id": "e786e0dfceef4d4b8f0f89bf59503995",
      "goal": "Open agoda. Search temporary villas in Bali through Agoda homes. Move-in date is June 1, move-out date is July 31. Monthly budget is less than $5000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7747178872426351,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8412064909934998,
    "avg_ui_similarity": 0.9558660727929599
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "209a46e42e6b44dfaf4723bdbd71e222",
          "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7890821695327759,
        "action_similarity": 0.7741856575012207,
        "ui_similarity": 0.8298380393969701
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      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7390897274017334,
        "action_similarity": 0.892600953578949,
        "ui_similarity": 0.9809043747187774
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      {
        "episode": {
          "episode_id": "8fb5e4c35ae14405bb2c9162247cb510",
          "goal": "Open agoda. Search for hotel rooms in Berlin. From June 5 to June 12. Passengers are 2 adults in one room. Filters: \"Free cancellation\" + \"4 Star rating\" + \"Pet friendly\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6961770057678223,
        "action_similarity": 0.8646684885025024,
        "ui_similarity": 0.8731306959235751
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    ],
    "query": {
      "episode_id": "24541e55de29434aad477608959b49fb",
      "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7414496342341105,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8438183665275574,
    "avg_ui_similarity": 0.8946243700131076
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "ebb919bb81d14c15b087138908a168f2",
          "goal": "Open agoda. I want to book a self-catering villa in Italy. Arrival date is July 10 and leaving date is July 24. Guests are 2 adults and 3 children. Filter choices by \"swimming pool\" + \"private parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8050066232681274,
        "action_similarity": 0.8507099151611328,
        "ui_similarity": 0.8948633932986814
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      {
        "episode": {
          "episode_id": "209a46e42e6b44dfaf4723bdbd71e222",
          "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6805884838104248,
        "action_similarity": 0.9427176713943481,
        "ui_similarity": 0.9754554477312182
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      {
        "episode": {
          "episode_id": "4129751efd904bb1b9b6284277800927",
          "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6750547885894775,
        "action_similarity": 0.9273272752761841,
        "ui_similarity": 0.957209085021147
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    ],
    "query": {
      "episode_id": "e671425b231249df9a19f2fce97d1a41",
      "goal": "Open agoda. Book a self-catering villa in Greece. Arrival date is July 30 and leaving date is August 10. Guests are 2 adults and 2 children. Filter by \"Free Wifi\" + \"Free parking\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7202166318893433,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9069182872772217,
    "avg_ui_similarity": 0.9425093086836821
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "836e25f05d154813ba6211d6a2530431",
          "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7661881446838379,
        "action_similarity": 0.7606120109558105,
        "ui_similarity": 0.5846414682056299
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      {
        "episode": {
          "episode_id": "bc62e26c71084c6b9934203008a83c69",
          "goal": "Open agoda. Search for deals. Select \"travel to Japan\". Bookmark first hotel on the list.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6986564993858337,
        "action_similarity": 0.7431987524032593,
        "ui_similarity": 0.8510913372941404
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      {
        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6684136390686035,
        "action_similarity": 0.8002744913101196,
        "ui_similarity": 0.8504938512337539
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    ],
    "query": {
      "episode_id": "e8a3c84642d44a47b45d401d571f74fc",
      "goal": "Open agoda. Search for a hotel in Tokyo. Set the check-in date to May 15 and check-out date to May 25. Filter by \"4-star rating\" + \"no prepayment needed\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.711086094379425,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7680284182230631,
    "avg_ui_similarity": 0.7620755522445081
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "24541e55de29434aad477608959b49fb",
          "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6961770057678223,
        "action_similarity": 0.8646684885025024,
        "ui_similarity": 0.8731306959235745
      },
      {
        "episode": {
          "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
          "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.679984450340271,
        "action_similarity": 0.8943718671798706,
        "ui_similarity": 0.877789931662104
      },
      {
        "episode": {
          "episode_id": "f430296835674669be3e4746948a5a3a",
          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6356505155563354,
        "action_similarity": 0.8899940252304077,
        "ui_similarity": 0.9532240138401805
      }
    ],
    "query": {
      "episode_id": "8fb5e4c35ae14405bb2c9162247cb510",
      "goal": "Open agoda. Search for hotel rooms in Berlin. From June 5 to June 12. Passengers are 2 adults in one room. Filters: \"Free cancellation\" + \"4 Star rating\" + \"Pet friendly\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6706039905548096,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8830114603042603,
    "avg_ui_similarity": 0.901381547141953
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "aff1a041365e44f7b039216811775493",
          "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8013521432876587,
        "action_similarity": 0.8930677771568298,
        "ui_similarity": 0.9628769727178651
      },
      {
        "episode": {
          "episode_id": "4fecb3913ab3440c9994e9862f3d8660",
          "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7705100178718567,
        "action_similarity": 0.8846158981323242,
        "ui_similarity": 0.955647370529207
      },
      {
        "episode": {
          "episode_id": "039efbd30e5b48219a4a52cc22ad5021",
          "goal": "Open agoda. Book a flight from Sydney to Melbourne. Departure time is June 1. One way trip. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7450048327445984,
        "action_similarity": 0.8720906972885132,
        "ui_similarity": 0.9383199265899096
      }
    ],
    "query": {
      "episode_id": "89cc27c419624047b06943e419a669e8",
      "goal": "Open agoda. I want to fly from Sydney to Honolulu. Departure is December 20. Return on December 27. Passengers: 2 adults and 2 children. Sort by departure time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.772288997968038,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8832581241925558,
    "avg_ui_similarity": 0.9522814232789939
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "d174f727c27b40f8a262fc4dba77e821",
          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8775252103805542,
        "action_similarity": 0.8852399587631226,
        "ui_similarity": 0.9113206614886423
      },
      {
        "episode": {
          "episode_id": "cf48a786b2f54e50a7014308053e43e9",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Rome. Return time is June 30. Two adults with a child.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7794640064239502,
        "action_similarity": 0.8454911708831787,
        "ui_similarity": 0.983110514866575
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      {
        "episode": {
          "episode_id": "817bc68b35e244bba1a9ce9b7cb8c37b",
          "goal": "Open agoda. Add a flight from London to Paris to cart. Departure time is May 5. Return on May 15. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7210566401481628,
        "action_similarity": 0.8615767955780029,
        "ui_similarity": 0.9504974652683924
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    ],
    "query": {
      "episode_id": "cf951be08f5a438bbfac929f0cb11a15",
      "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7926819523175558,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8641026417414347,
    "avg_ui_similarity": 0.9483095472078699
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "c7c817b7b2804cefb08e920affc66acb",
          "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8079061508178711,
        "action_similarity": 0.8753540515899658,
        "ui_similarity": 0.852286985539699
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      {
        "episode": {
          "episode_id": "13438f4ca90749c392396d2371a18fab",
          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7686616778373718,
        "action_similarity": 0.8989574313163757,
        "ui_similarity": 0.9670345621909545
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      {
        "episode": {
          "episode_id": "9aa92e9d23ae4154841608d99f3e96dc",
          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6290348768234253,
        "action_similarity": 0.7735000848770142,
        "ui_similarity": 0.7720937581785428
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    "query": {
      "episode_id": "322d6c563c5e4925b480fca675a1a374",
      "goal": "Open agoda. Search for Agoda homes in Athens. Choose dates from November 20 to December 20. Three adults. Filter price to less than half of the highest price.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7352009018262228,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8492705225944519,
    "avg_ui_similarity": 0.863805101969732
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "13438f4ca90749c392396d2371a18fab",
          "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6763707995414734,
        "action_similarity": 0.8922681212425232,
        "ui_similarity": 0.8539987682411517
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      {
        "episode": {
          "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6556909084320068,
        "action_similarity": 0.8692071437835693,
        "ui_similarity": 0.9642655455531375
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      {
        "episode": {
          "episode_id": "8fb5e4c35ae14405bb2c9162247cb510",
          "goal": "Open agoda. Search for hotel rooms in Berlin. From June 5 to June 12. Passengers are 2 adults in one room. Filters: \"Free cancellation\" + \"4 Star rating\" + \"Pet friendly\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6232573390007019,
        "action_similarity": 0.8648767471313477,
        "ui_similarity": 0.9479403023362393
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    ],
    "query": {
      "episode_id": "114a81c9d9b7445d8f8b1e10ffec554c",
      "goal": "Open agoda. Book short-term apartments in Berlin through Agoda homes. Check-in date is September 15, check-out date is September 30. Price limit is $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6517730156580607,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8754506707191467,
    "avg_ui_similarity": 0.9220682053768429
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "619f17d5c13345aea98594ea190c49d0",
          "goal": "Open agoda. Find a hotel in Tsim Sha Tsui from May 15 to May 24. One adult with 3 children, one room. Sort the results by price from low to high. What is the lowest price in the hotel?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7133830189704895,
        "action_similarity": 0.8374519348144531,
        "ui_similarity": 0.9142785860433683
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      {
        "episode": {
          "episode_id": "7e23d2a6546748428e356709cc50429b",
          "goal": "Open agoda. Search for Agoda homes in Kuala Lumpur. Choose dates from September 1 to September 15. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list?",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.658756673336029,
        "action_similarity": 0.770919144153595,
        "ui_similarity": 0.9144490164271429
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      {
        "episode": {
          "episode_id": "3502f4862f6245e28e21789df4d6e540",
          "goal": "Open agoda. Search for a flight. Departrue time is May 1 from hong kong to Beijing. Return time is May 4. One adult. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6394450664520264,
        "action_similarity": 0.6962989568710327,
        "ui_similarity": 0.8479596688738077
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    ],
    "query": {
      "episode_id": "c72bbe8ec7964c7c9deb76517281ab8d",
      "goal": "Open agoda. Search for a hotel in Dubai. Check in on May 1st and check out on May 7th. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.670528252919515,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7682233452796936,
    "avg_ui_similarity": 0.8922290904481063
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "105ec527eccb4a46a7af9638cfd00116",
          "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6674546599388123,
        "action_similarity": 0.8906298875808716,
        "ui_similarity": 0.46467175037658354
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      {
        "episode": {
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          "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6225367188453674,
        "action_similarity": 0.7091289758682251,
        "ui_similarity": 0.8170859203652784
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      {
        "episode": {
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          "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6074435710906982,
        "action_similarity": 0.7746648788452148,
        "ui_similarity": 0.739464501858359
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    ],
    "query": {
      "episode_id": "fd24a6e528ef4846b9a0cd2d6408c330",
      "goal": "Open agoda. View last-minute deals for hotels in Hong Kong today. No filter. Save three options to compare later.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6324783166249593,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7914745807647705,
    "avg_ui_similarity": 0.6737407242000737
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "27991ed29a0f45c2a9755504e3bc262c",
          "goal": "Open agoda. Search for a hotel in Rome. Set the check-in date to August 15 and check-out date to August 20. Filter by \"price lower than $200 per night\" + \"Free Wifi\" + \"Free Parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.722015380859375,
        "action_similarity": 0.8755996227264404,
        "ui_similarity": 0.9797783238057608
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      {
        "episode": {
          "episode_id": "25e8a719e2d24652b052c6d320b99e0d",
          "goal": "Open agoda. Find a car rental in Madrid. Pick up date is October 1, at 10:00am. Drop-off date is October 7, at 10:00am. Filters are 'price under 150$ per day' + 'Air Conditioning + 'Automatic Transmission'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7200304269790649,
        "action_similarity": 0.8273651003837585,
        "ui_similarity": 0.5464154562698887
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      {
        "episode": {
          "episode_id": "24541e55de29434aad477608959b49fb",
          "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6349837183952332,
        "action_similarity": 0.830772876739502,
        "ui_similarity": 0.8629492434192322
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    ],
    "query": {
      "episode_id": "e35833491920439a8ebb8546321b5efe",
      "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6923431754112244,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8445791999499003,
    "avg_ui_similarity": 0.7963810078316272
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "e35833491920439a8ebb8546321b5efe",
          "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.722015380859375,
        "action_similarity": 0.8755996227264404,
        "ui_similarity": 0.979778323805761
      },
      {
        "episode": {
          "episode_id": "d013ca151d76430eac5c1be91ae049c3",
          "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6586501598358154,
        "action_similarity": 0.7952089905738831,
        "ui_similarity": 0.8511118483344763
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      {
        "episode": {
          "episode_id": "d174f727c27b40f8a262fc4dba77e821",
          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6196683645248413,
        "action_similarity": 0.6878658533096313,
        "ui_similarity": 0.8216963812229349
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    ],
    "query": {
      "episode_id": "27991ed29a0f45c2a9755504e3bc262c",
      "goal": "Open agoda. Search for a hotel in Rome. Set the check-in date to August 15 and check-out date to August 20. Filter by \"price lower than $200 per night\" + \"Free Wifi\" + \"Free Parking\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6667779684066772,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.7862248222033182,
    "avg_ui_similarity": 0.884195517787724
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "f430296835674669be3e4746948a5a3a",
          "goal": "Open agoda. Find a hotel room in Paris from September 8 to September 12. The guests are 1 adult and 1 child in a single room. Filters are \"Kids stay for free\" + \"3 star rating\" + \"Complimentary Breakfast\"",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.9265904426574707,
        "action_similarity": 0.9357253909111023,
        "ui_similarity": 0.8890203646860689
      },
      {
        "episode": {
          "episode_id": "558ddeea70cf4bbbae000d565c246dfc",
          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8101364374160767,
        "action_similarity": 0.898333728313446,
        "ui_similarity": 0.9845902221804127
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      {
        "episode": {
          "episode_id": "24541e55de29434aad477608959b49fb",
          "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7390897274017334,
        "action_similarity": 0.892600953578949,
        "ui_similarity": 0.9809043747187773
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    ],
    "query": {
      "episode_id": "639b6bafb62b4cbe9f528a3abfca013a",
      "goal": "Open agoda. Search for hotel rooms in Paris. From May 5 to May 12. Passengers are 1 adult and 1 child in one room. Filters are \"free cancellation\" + \"3 Star rating\" + \"breakfast included\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.8252722024917603,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9088866909344991,
    "avg_ui_similarity": 0.9515049871950864
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "df5954ab42824f2da9e003c70720dc97",
          "goal": "Open agoda. Confirm flight availability from Kuala Lumpur to Jakarta. Set departure for June 2, with the return date on June 9. Passengers include one adult and two children. Look for evening flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7279940247535706,
        "action_similarity": 0.8391652703285217,
        "ui_similarity": 0.8700084314047409
      },
      {
        "episode": {
          "episode_id": "0b90cad9aa0b4945baddfc2c154ff4b3",
          "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6788108348846436,
        "action_similarity": 0.9263399243354797,
        "ui_similarity": 0.9803715095090441
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      {
        "episode": {
          "episode_id": "ca6bbc50c24a467aab576f6dc93f4e70",
          "goal": "Open agoda. Search for a hotel in Bangkok. Check in on August 1 and check out on August 10. One adult. Filter for 4 star rating. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6716775298118591,
        "action_similarity": 0.7528444528579712,
        "ui_similarity": 0.828760253483328
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    ],
    "query": {
      "episode_id": "4bd64f950cd84556904607fed88aebbb",
      "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6928274631500244,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8394498825073242,
    "avg_ui_similarity": 0.8930467314657043
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "b31f339a2d6441bb994b4a30f184a267",
          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6464134454727173,
        "action_similarity": 0.8278872966766357,
        "ui_similarity": 0.9152639679704849
      },
      {
        "episode": {
          "episode_id": "0d61f6e820f7436faa5f83065a6d0b04",
          "goal": "Open agoda. Search flights from Paris to London. Departure date is May 5, no return. One adult. Sort by price from low to high.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6378000974655151,
        "action_similarity": 0.9025376439094543,
        "ui_similarity": 0.9456366069658109
      },
      {
        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.622567355632782,
        "action_similarity": 0.8679564595222473,
        "ui_similarity": 0.9673700449289819
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    ],
    "query": {
      "episode_id": "1ea53cf2fe0b4b598f4fecdc1d87fc06",
      "goal": "Open agoda. Search for a flight with a departure time of October 1 from Berlin to Amsterdam. Without return. Filter the airline by Lufthansa. Add the top suggested flight to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6355936328570048,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8661271333694458,
    "avg_ui_similarity": 0.9427568732884261
  },
  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "836e25f05d154813ba6211d6a2530431",
          "goal": "Open agoda. Find last-minute deals for hotels in Tokyo for this weekend, sort by customer rating. Book the one with fitness center and outdoor pool.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7281966209411621,
        "action_similarity": 0.8113275766372681,
        "ui_similarity": 0.6613686249564904
      },
      {
        "episode": {
          "episode_id": "e8a3c84642d44a47b45d401d571f74fc",
          "goal": "Open agoda. Search for a hotel in Tokyo. Set the check-in date to May 15 and check-out date to May 25. Filter by \"4-star rating\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6986564993858337,
        "action_similarity": 0.7431987524032593,
        "ui_similarity": 0.8510913372941403
      },
      {
        "episode": {
          "episode_id": "105ec527eccb4a46a7af9638cfd00116",
          "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6179407835006714,
        "action_similarity": 0.8427920341491699,
        "ui_similarity": 0.48773081375885974
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    "query": {
      "episode_id": "bc62e26c71084c6b9934203008a83c69",
      "goal": "Open agoda. Search for deals. Select \"travel to Japan\". Bookmark first hotel on the list.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.7991061210632324,
    "avg_ui_similarity": 0.6667302586698302
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  {
    "app": "agoda",
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        "episode": {
          "episode_id": "4fecb3913ab3440c9994e9862f3d8660",
          "goal": "Open agoda. Search for a flight. Departrue time is October 1 from Los Angeles to Sydney. Return time is not necessary. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8103502988815308,
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        "episode": {
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          "goal": "Open agoda. I want to fly from Sydney to Honolulu. Departure is December 20. Return on December 27. Passengers: 2 adults and 2 children. Sort by departure time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Book a flight from Sydney to Melbourne. Departure time is June 1. One way trip. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7313452959060669,
        "action_similarity": 0.8688858151435852,
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      "episode_id": "aff1a041365e44f7b039216811775493",
      "goal": "Open agoda. Check flight availability from Sydney to Auckland. Departure date is May 20, return date is May 24. Two adults. Sort the result by departure time.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8657726645469666,
    "avg_ui_similarity": 0.9122683164130905
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  {
    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9081279635429382,
        "action_similarity": 0.8764289617538452,
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        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7984302043914795,
        "action_similarity": 0.9155869483947754,
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    "query": {
      "episode_id": "07e16dea94b94552a037611207b80422",
      "goal": "Open agoda. Book a flight from Tokyo to Seoul. Departure time is July 1. Return on July 10. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
    "avg_similarity": 0.8750487565994263,
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    "avg_action_similarity": 0.920701285203298,
    "avg_ui_similarity": 0.9401241350460992
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  {
    "app": "agoda",
    "support": [
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        "episode": {
          "episode_id": "f47267cffa1a4c7393fdd20ab8219bb6",
          "goal": "Open agoda. Search temporary apartments in New York through agoda homes. Move-in date is July 1, move-out date is August 31. Monthly budget is less than $3000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7589251399040222,
        "action_similarity": 0.8322824239730835,
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        "episode": {
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          "goal": "Open agoda. Search temporary apartments in Toronto via Agoda homes. Move-in date is September 15, move-out date is October 15. Monthly budget is less than $4000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7545034289360046,
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        "episode": {
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          "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6993242502212524,
        "action_similarity": 0.8744542002677917,
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    "query": {
      "episode_id": "d013ca151d76430eac5c1be91ae049c3",
      "goal": "Open agoda. Search vacation apartments in Rome through agoda homes. Move-in date is August 1, move-out date is September 30. Monthly budget is less than $4000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8558761874834696,
    "avg_ui_similarity": 0.8274257841972584
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Book a flight from Tokyo to Seoul. Departure time is July 1. Return on July 10. Passenger is one adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Book a hotel room in Melbourne. From June 1 to June 10. Filtering with \"free cancellation\" + \"3 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6945369243621826,
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    "query": {
      "episode_id": "75b53570c33242d48a9631541de1bd69",
      "goal": "Open agoda. Book a hotel room in Seoul. From July 1 to July 10. Filtering with \"car park\" + \"breakfast included\" + \"5 star rating\".",
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      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.871492842833201,
    "avg_ui_similarity": 0.742265823226267
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a villa in Bali through agoda homes. Check-in date is June 1, check-out date is June 7. No specific requirements for location or price range.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.9144402742385864,
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        "episode": {
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          "goal": "Open agoda. Search temporary villas in Bali through Agoda homes. Move-in date is June 1, move-out date is July 31. Monthly budget is less than $5000.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.8449482321739197,
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        "ui_similarity": 0.9460767948350003
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      {
        "episode": {
          "episode_id": "1266faf07a494730942fe471080f5259",
          "goal": "Open agoda. Search for a villa in Miami through agoda homes. Check-in date is December 1, check-out date is January 1. No specific requirements for location or price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7112375497817993,
        "action_similarity": 0.8918243646621704,
        "ui_similarity": 0.9728522171276656
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    "query": {
      "episode_id": "4129751efd904bb1b9b6284277800927",
      "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
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    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8687343200047811,
    "avg_ui_similarity": 0.9443873932655925
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Check flight availability from Singapore to Bangkok. Set the departure date to May 3. Return date is May 10. Passengers are one adult with one child. Search for flights that fly at night only.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7279940247535706,
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        "ui_similarity": 0.8700084314047406
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      {
        "episode": {
          "episode_id": "48f4f21ed18e40e6b7cf2b77b4a35af1",
          "goal": "Open agoda. Search for a flight. Departure time is May 2 from Singapore to Vienna. Return time is May10. Two adults with one child. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6670770645141602,
        "action_similarity": 0.8617922067642212,
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from Hong kong to New York. Return time is June 4. One adult with two children. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6654992699623108,
        "action_similarity": 0.7610639333724976,
        "ui_similarity": 0.902565346093163
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    "query": {
      "episode_id": "df5954ab42824f2da9e003c70720dc97",
      "goal": "Open agoda. Confirm flight availability from Kuala Lumpur to Jakarta. Set departure for June 2, with the return date on June 9. Passengers include one adult and two children. Look for evening flights only.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.6868567864100138,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8206738034884135,
    "avg_ui_similarity": 0.9119472480028876
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "e35833491920439a8ebb8546321b5efe",
          "goal": "Open agoda. Search for a hotel in Madrid. Set the check-in date to July 15 and check-out date to July 25. Filter by \"price lower than $1000 per night\" + \"no prepayment needed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7200304269790649,
        "action_similarity": 0.8273651003837585,
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      {
        "episode": {
          "episode_id": "b4ba9aebc0cc4e04a92fd2966368f80c",
          "goal": "Open agoda. Find a car rental in Orlando. Pick up date is October 10, at 8:00am. Drop-off date is October 18, at 8:00pm. Filters: \"Price under $100 per day\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7021769285202026,
        "action_similarity": 0.8271627426147461,
        "ui_similarity": 0.7002267100848476
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      {
        "episode": {
          "episode_id": "516c682426ea48ee919bea53f4595904",
          "goal": "Open agoda. Find a car rental in Miami. Pick up date is December 15, at 9:00am. Drop-off date is December 25, at 6:00pm. Filters: \"Price under $120 per day\" + \"SUVs car\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.687950849533081,
        "action_similarity": 0.7914809584617615,
        "ui_similarity": 0.6455664417914546
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    ],
    "query": {
      "episode_id": "25e8a719e2d24652b052c6d320b99e0d",
      "goal": "Open agoda. Find a car rental in Madrid. Pick up date is October 1, at 10:00am. Drop-off date is October 7, at 10:00am. Filters are 'price under 150$ per day' + 'Air Conditioning + 'Automatic Transmission'.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7033860683441162,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.815336267153422,
    "avg_ui_similarity": 0.6307362027153972
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "32681e1003f24f2fb7d6e82962a51317",
          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8239973783493042,
        "action_similarity": 0.9202484488487244,
        "ui_similarity": 0.9172811513578114
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      {
        "episode": {
          "episode_id": "02e1243b7efe4672b46bd20a6b09cf73",
          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8116046190261841,
        "action_similarity": 0.9295705556869507,
        "ui_similarity": 0.9689481754569084
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      {
        "episode": {
          "episode_id": "70989a480e3245f8b126c4e7701fb64b",
          "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7319886684417725,
        "action_similarity": 0.8885258436203003,
        "ui_similarity": 0.9349499034587357
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    ],
    "query": {
      "episode_id": "0b90cad9aa0b4945baddfc2c154ff4b3",
      "goal": "Open agoda. Look for a flight from Tokyo to Singapore. Departure time is June 1. No return. One adult. Sort the result by the fastest flight duration.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7891968886057535,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.9127816160519918,
    "avg_ui_similarity": 0.9403930767578186
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "d174f727c27b40f8a262fc4dba77e821",
          "goal": "Open agoda. Search for a flight. Departure time is July 1 from Paris to Rome. One adult. Return time is not necessary. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8558309078216553,
        "action_similarity": 0.9438483119010925,
        "ui_similarity": 0.9120659461984353
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      {
        "episode": {
          "episode_id": "cf951be08f5a438bbfac929f0cb11a15",
          "goal": "Open agoda. Find a flight from Rome to Paris. Departure time is March 1. One way trip. One adult passenger.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7794640064239502,
        "action_similarity": 0.8454911708831787,
        "ui_similarity": 0.9831105148665749
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      {
        "episode": {
          "episode_id": "b31f339a2d6441bb994b4a30f184a267",
          "goal": "Open agoda. Check flight availability from New York to London. Departure date is May 10, return date is May 25. One adult passenger. Sort results by price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.7303845882415771,
        "action_similarity": 0.8729621767997742,
        "ui_similarity": 0.982268002876856
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    ],
    "query": {
      "episode_id": "cf48a786b2f54e50a7014308053e43e9",
      "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Rome. Return time is June 30. Two adults with a child.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7885598341623942,
    "target_shot": 3,
    "split": "train",
    "avg_action_similarity": 0.8874338865280151,
    "avg_ui_similarity": 0.9591481546472886
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  {
    "app": "agoda",
    "support": [
      {
        "episode": {
          "episode_id": "105ec527eccb4a46a7af9638cfd00116",
          "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.8147463202476501,
        "action_similarity": 0.7036105990409851,
        "ui_similarity": 0.4220252470180327
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      {
        "episode": {
          "episode_id": "ca6bbc50c24a467aab576f6dc93f4e70",
          "goal": "Open agoda. Search for a hotel in Bangkok. Check in on August 1 and check out on August 10. One adult. Filter for 4 star rating. Add the first one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6696023344993591,
        "action_similarity": 0.8467822074890137,
        "ui_similarity": 0.914543584103692
      },
      {
        "episode": {
          "episode_id": "c72bbe8ec7964c7c9deb76517281ab8d",
          "goal": "Open agoda. Search for a hotel in Dubai. Check in on May 1st and check out on May 7th. Two adults. Filter price to less than half of the highest price. What is the lowest price in the list? Add it to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6392195224761963,
        "action_similarity": 0.9035624861717224,
        "ui_similarity": 0.9068470190817058
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    ],
    "query": {
      "episode_id": "1861cd09b03e492499c8f5038a869388",
      "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
    },
    "k_shot": 3,
    "avg_similarity": 0.7078560590744019,
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    "avg_action_similarity": 0.8179850975672404,
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    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. Search for a hotel in Hong Kong. Check in on November 1st and check out on November 7th. Two adults. Filter price to less than half of the highest price. Add the cheapest one to the cart.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open agoda. View last-minute deals for hotels in Hong Kong today. No filter. Save three options to compare later.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "domain": "Travel & Leisure",
          "split": "train"
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      "episode_id": "105ec527eccb4a46a7af9638cfd00116",
      "goal": "Open agoda. Search deals. Click \"travel to hong kong\". Save the first hotel.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.7133459051450094,
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        "episode": {
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          "goal": "Open agoda. Search for Agoda homes in Roma. Choose dates from October 15 to November 15. Two adults. Filter price to less than half of the highest price.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Search for Agoda homes in Athens. Choose dates from November 20 to December 20. Three adults. Filter price to less than half of the highest price.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7686616778373718,
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        "episode": {
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          "goal": "Open agoda. Book a private villa in Bali through Agoda homes. Check-in date is November 20 and check-out date is November 27. Set budget is less than $7000.",
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          "domain": "Travel & Leisure",
          "split": "train"
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      "episode_id": "13438f4ca90749c392396d2371a18fab",
      "goal": "Open agoda. Check Agoda homes in London. Choose dates from July 1 to July 31. Four adults. Set maximum price as a quarter of the highest price.",
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      "domain": "Travel & Leisure",
      "split": "train"
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    "app": "agoda",
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        "episode": {
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          "goal": "Open agoda. Search for hotel rooms in Barcelona. From June 2 to June 9. Passengers are 2 adults and 2 children in two rooms. Filters are 'free cancellation' + '4 Star rating' + 'breakfast included'.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open agoda. I want to book a self-catering apartment in Lisbon. Arrival date is August 20 and leaving date is September 1. Guests are 2 adults and 1 child. Filter choices by \"swimming pool\" + \"free Wifi\" + \"Pets allowed\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Book a self-catering villa in Greece. Arrival date is July 30 and leaving date is August 10. Guests are 2 adults and 2 children. Filter by \"Free Wifi\" + \"Free parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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      "episode_id": "209a46e42e6b44dfaf4723bdbd71e222",
      "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8840123216311137,
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  {
    "app": "agoda",
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          "goal": "Open agoda. Search for a flight. The departure date is May 15 from Tokyo to Seoul. One person without a return time.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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          "goal": "Open agoda. Book a flight from Tokyo to Seoul. Departure time is July 1. Return on July 10. Passenger is one adult.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Search for a flight. Departure time is June 1 from London to Tokyo. Return time is June 15. One adult. Don\"t sort anything.",
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          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7898887395858765,
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      "goal": "Open agoda. Find available flights from Tokyo to Seoul. Departure date is May 2, no return. Passengers are two adults. Choose non-stop flights only.",
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      "domain": "Travel & Leisure",
      "split": "train"
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    "app": "agoda",
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          "goal": "Open agoda. I want to book a self-catering villa in Italy. Arrival date is July 10 and leaving date is July 24. Guests are 2 adults and 3 children. Filter choices by \"swimming pool\" + \"private parking\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
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        "episode": {
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          "goal": "Open agoda. Book a self-catering apartment in Barcelona. Arrival date is September 1 and leaving date is September 15. Guests are 3 adults. Filter choices: \"Eixample\" + \"Free Wifi\" + \"Air Conditioning\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.7276646494865417,
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        "episode": {
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          "goal": "Open agoda. Book a hotel room in Paris. From May 5 to May 15. Filtering with \"free cancellation\" + \"breakfast included\" + \"4 star rating\".",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6471730470657349,
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    "query": {
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      "goal": "Open agoda. I want to book a self-catering apartment in Lisbon. Arrival date is August 20 and leaving date is September 1. Guests are 2 adults and 1 child. Filter choices by \"swimming pool\" + \"free Wifi\" + \"Pets allowed\".",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "avg_action_similarity": 0.8691065907478333,
    "avg_ui_similarity": 0.8973727380736195
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  {
    "app": "agoda",
    "support": [
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        "episode": {
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          "goal": "Open agoda. Search for a flight from Los Angeles to New York on May 15, return on May 22. One adult.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "similarity": 0.6951180100440979,
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        "episode": {
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          "goal": "Open agoda. I want to fly to Tokyo from San Francisco. Departure time is November10. Return on November 17. Passengers are two adults. Sort by fastest flight duration.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
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        "episode": {
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          "goal": "Open agoda. Search for economy class flight from New York to San Francisco. Departure time is May 10 and return time is May 15. Two adults and one child.",
          "detected_app": "agoda",
          "domain": "Travel & Leisure",
          "split": "train"
        },
        "similarity": 0.6414737701416016,
        "action_similarity": 0.9176716804504395,
        "ui_similarity": 0.9193526471314662
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      "episode_id": "5f1901295a7c482fa1f327bad5d1893a",
      "goal": "Open agoda. Find a flight from San Francisco to Seattle on June 12 and return on June 19. Passenger is one adult.",
      "detected_app": "agoda",
      "domain": "Travel & Leisure",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.9144236246744791,
    "avg_ui_similarity": 0.9144948244708102
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  {
    "app": "sephora",
    "support": [
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        "episode": {
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          "goal": "Open Sephora. Search brand \"Clinique\". Select the third recommendation. Change the product amount to 3 and add to cart.",
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          "domain": "E-Commerce & Shopping",
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        "episode": {
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        "similarity": 0.6320053339004517,
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      "episode_id": "da7e40ce53cf43aca0031f96ec977777",
      "goal": "Open Sephora. Browse category \"Fragrances\". Choose \"For Women\" subcategory. Select the top rated product. Change the order quantity to 2 and add to cart.",
      "detected_app": "sephora",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "avg_action_similarity": 0.763600766658783,
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  {
    "app": "sephora",
    "support": [
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        "episode": {
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          "goal": "Open Sephora. Open cart and show the total price of all products.",
          "detected_app": "sephora",
          "domain": "E-Commerce & Shopping",
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        "episode": {
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          "goal": "Open Sephora. Search \"BB cream\". Sort results by price. Select the most expensive one. Add it to cart.",
          "detected_app": "sephora",
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          "split": "train"
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          "goal": "Open Sephora. Search brand \"Clinique\". Select the third recommendation. Change the product amount to 3 and add to cart.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6334729194641113,
        "action_similarity": 0.715376615524292,
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    "query": {
      "episode_id": "cddec0b77d44448dad2d5555ffe4fe43",
      "goal": "Open Sephora. Open cart and check the total price of items.",
      "detected_app": "sephora",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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  {
    "app": "sephora",
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        "episode": {
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          "goal": "Open Sephora. Search \"Serum\". Sort results by price from highest to lowest. Select the second product and review its \"How to\".",
          "detected_app": "sephora",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "episode": {
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          "goal": "Open Sephora. Search \"foundation\". Sort results by price (from lowest to highest). Select the first one and add it to the favorites.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6696808338165283,
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      {
        "episode": {
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          "goal": "Open Sephora. Search \"foundation\". Sort results by price (from lowest to highest). Select the first one. Save to favorite.",
          "detected_app": "sephora",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6548774242401123,
        "action_similarity": 0.7778000831604004,
        "ui_similarity": 0.9845358453703056
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    "query": {
      "episode_id": "f8419742634a4dd9a818a851e4535800",
      "goal": "Open Sephora. Search \"sunscreen\". Sort results by price (from highest to lowest). Select the second one and add it to the favorites.",
      "detected_app": "sephora",
      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8128703037897745,
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  {
    "app": "sephora",
    "support": [
      {
        "episode": {
          "episode_id": "e2fd6e5b50034d0e9ed9472a1bf354a6",
          "goal": "Open Sephora. Open favorites and add the first product to the cart.",
          "detected_app": "sephora",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7820413112640381,
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        "episode": {
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          "goal": "Open Sephora. Open favorites and add the fifth product to the cart.",
          "detected_app": "sephora",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7255349159240723,
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        "episode": {
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          "goal": "Open Sephora. Go to the \"Just Arrived\" section. Browse products and add the third and fifth ones to the favorite list.",
          "detected_app": "sephora",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.7224124670028687,
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    "query": {
      "episode_id": "33173e04442f439aa1c928f7b9dca400",
      "goal": "Open Sephora. Check the \"new arrivals\" section. Choose the second product and add it to the shopping cart.",
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      "domain": "E-Commerce & Shopping",
      "split": "train"
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    "k_shot": 3,
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    "avg_ui_similarity": 0.9583934549598673
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  {
    "app": "sephora",
    "support": [
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        "episode": {
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          "goal": "Open Sephora. Find the 'Just arrived' section and add the fifth product to the shopping cart.",
          "detected_app": "sephora",
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        "episode": {
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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      {
        "episode": {
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          "detected_app": "ebay",
          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "action_similarity": 0.7685844898223877,
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      "goal": "Open Ebay. Search \"Gaming PC\". Filter by \"Buy It Now\". Sort by \"Highest Price\". Examine the first item and check the payment and shipping information.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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          "goal": "Open Ebay. Search \"mouse\". Save the search. Filter connectivity to \"Wireless\". Sort the results by nearest distance. Select the first item. Check the seller ratings. Save the seller.",
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          "domain": "E-Commerce & Shopping",
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  {
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          "goal": "Open Ebay. Search for \"Laptop\". Set condition to \"Refurbished\" and sort by \"Ending Soonest\". Select the second item and check the seller ratings and feedbacks.",
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          "domain": "E-Commerce & Shopping",
          "split": "train"
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        "similarity": 0.6251818537712097,
        "action_similarity": 0.6680538654327393,
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      "goal": "Open Ebay. Search for \"Macbook Air\". Sort results by \"Price + Shipping: highest first\". Pick the first item.",
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      "domain": "Health & Fitness",
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          "domain": "Health & Fitness",
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          "domain": "Health & Fitness",
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      "domain": "Health & Fitness",
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      {
        "episode": {
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          "goal": "Open Google Maps. Search \"Rockefeller Center\". Get direction from Union Square and add the last destination to \"Yankee Stadium\". How long does it take to drive?",
          "detected_app": "google maps",
          "domain": "Navigation & Transportation",
          "split": "train"
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        "similarity": 0.6606705784797668,
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    "query": {
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      "goal": "Open Google Maps. Search \"Madison Square Garden\". Get directions from Dumbo and select public transit. How long does it take if I choose the first route?",
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      "domain": "Navigation & Transportation",
      "split": "train"
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    "avg_action_similarity": 0.7402267058690389,
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    "app": "google maps",
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          "goal": "Open Google Maps. Search \"Soho\". FInd apparel shopping stores. Filter top rated and choose the first one that is not sponsored. Get directions from current location and choose the first public transit route.",
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          "goal": "Open Google Maps. Search \"Madison Square Garden\". Get directions from Dumbo and select public transit. How long does it take if I choose the first route?",
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          "domain": "Navigation & Transportation",
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        "episode": {
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          "goal": "Open Google Maps. Search \"Times Square\". Start location is \"Washington Square Park\". Choose car drive. How long does the quickest route take?",
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      "goal": "Open Google Maps. Show fastest public transit route to work place.",
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          "goal": "Open SHEIN. Search \"women shoes\". Filter size to EU 38 and sort by highest rating. Select the fifth one and save it to wishlist.",
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          "goal": "Open SHEIN. Navigate to \"Men\"s Clothing\". Select \"T-Shirts\" subcategory. Choose an item with 4-star rating or more and add it to the wishlist.",
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          "goal": "Open SHEIN. Look for \"running shoes\". Filter results by \"size M\". Check the shipping details of the first item and add it to the wishlist.",
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      "goal": "Open SHEIN. Search \"men shirt\". Filter size to M and sort by recent. Select the first one. Set the size to M and add it to wishlist. Check the buyer ratings.",
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          "goal": "Open SHEIN. Go to \"Shoes\" category and filter by \"size S\". Select the fifth shoe and add it to cart. What is its return policy?",
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      "goal": "Open SHEIN. Browse category \"Shoes\" in the home page. Sort price from high to low. Select the second item. Then check the return policy. Add the item to cart with size 37.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
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          "goal": "Open SHEIN. Browse category \"Shoes\" in the home page. Sort price from high to low. Select the second item. Then check the return policy. Add the item to cart with size 37.",
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      "goal": "Open SHEIN. Go to \"Shoes\" category and filter by \"size S\". Select the fifth shoe and add it to cart. What is its return policy?",
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      "domain": "E-Commerce & Shopping",
      "split": "test"
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      "goal": "Open SHEIN. Select \"Dresses\" subcategory. Choose an item with 3-star rating or more and check its description.",
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        "episode": {
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        "episode": {
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          "goal": "Open SHEIN. Look for \"kid\"s book\". Sort results by \"price low to high\". Add the first book to the cart and check its width and length.",
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    "query": {
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      "goal": "Open SHEIN. Look for \"men\"s watch\". Sort by \"price high to low\". Check the details of the fifth item. Add it to the cart.",
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        "similarity": 0.6690499782562256,
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        "ui_similarity": 0.9575663840856768
      },
      {
        "episode": {
          "episode_id": "093cfa5cd75a4c088408a65533bfe2a6",
          "goal": "Open SHEIN. Look for \"men\"s watch\". Sort by \"price high to low\". Check the details of the fifth item. Add it to the cart.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6591018438339233,
        "action_similarity": 0.7318291664123535,
        "ui_similarity": 0.9462180828526584
      }
    ],
    "query": {
      "episode_id": "fadeed0cc2d94329a3bee572b37361b8",
      "goal": "Open SHEIN. Search \"men joggers\". Filter by \"Size L\" and sort by \"price low to high\". Add the second item to your cart.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6715101401011149,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7360771497090658,
    "avg_ui_similarity": 0.9270182384776916
  },
  {
    "app": "shein",
    "support": [
      {
        "episode": {
          "episode_id": "c01a6980e8b449bb95bd81c547ccf7b2",
          "goal": "Open SHEIN. Browse category \"Dresses\". Sort items by \"popular\". Select the fifth dress from the top. Look for the size guide. Add the dress to the cart in size \"M\".",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8244085907936096,
        "action_similarity": 0.881240725517273,
        "ui_similarity": 0.9817651079941077
      },
      {
        "episode": {
          "episode_id": "c2f79fe100024902b4902b2dc5aac311",
          "goal": "Open SHEIN. Look for \"dresses\". Filter by \"color red\", then sort by \"new in\". Add the second dress from the list to the cart and proceed to checkout.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6644910573959351,
        "action_similarity": 0.8729633092880249,
        "ui_similarity": 0.9256002043238536
      },
      {
        "episode": {
          "episode_id": "c6af89437fba46549be4ec52d37f44ae",
          "goal": "Open SHEIN. Search \"women shoes\". Filter size to EU 38 and sort by highest rating. Select the fifth one and save it to wishlist.",
          "detected_app": "shein",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6598708629608154,
        "action_similarity": 0.7897533178329468,
        "ui_similarity": 0.9300454987751045
      }
    ],
    "query": {
      "episode_id": "1524f0c08555426fb63bcfa1d755a17a",
      "goal": "Open SHEIN. Search for \"women dresses\". Filter by \"maxi length\" and sort by \"popular\". Select the third item. Access and read its description. Add it to the cart.",
      "detected_app": "shein",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.71625683705012,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8479857842127482,
    "avg_ui_similarity": 0.9458036036976886
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6479433178901672,
        "action_similarity": 0.8751843571662903,
        "ui_similarity": 0.9485007119824029
      },
      {
        "episode": {
          "episode_id": "7eda2cc409064e8d8849d4506475814a",
          "goal": "Open Booking.com. Search round-trip flights from Tokyo to Seattle. Departure date 10 May, return date 20 May. 1 adult, 1 child. Business class. Sort by total travel time. One stop is okay.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6356456279754639,
        "action_similarity": 0.8746989369392395,
        "ui_similarity": 0.9175129099408688
      },
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6335527896881104,
        "action_similarity": 0.8822923898696899,
        "ui_similarity": 0.8866439707764493
      }
    ],
    "query": {
      "episode_id": "73dd5c56b68f45999975a5b9a6072972",
      "goal": "Open Booking.com. Book a round-trip flight from Los Angeles to Vancouver. Departing on August 2 and returning on August 8. For 2 adults and 2 children in first class. Sort by duration, non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6390472451845804,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8773918946584066,
    "avg_ui_similarity": 0.917552530899907
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "a1eb6c5cff804540a50c65e3cd0fb161",
          "goal": "Open Booking.com. Rent a car in San Francisco from Sep 5 7 am to Sep 15 9 pm. Driver\"s age from 30 to 65. Filter by SUVs, Sixt supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8813061714172363,
        "action_similarity": 0.9555627107620239,
        "ui_similarity": 0.8780048889074855
      },
      {
        "episode": {
          "episode_id": "87b4421eb48c4abab4511282f08f8e07",
          "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063351511955261,
        "action_similarity": 0.8981795310974121,
        "ui_similarity": 0.8209734403853771
      },
      {
        "episode": {
          "episode_id": "3f1176830c5146a0b8d54b05b59cbce7",
          "goal": "Open Booking.com. Rent a car in Paris from July 5 9 am to July 15 11 am. Filter by coupe type, Avis Car Rental supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6295140385627747,
        "action_similarity": 0.8778780698776245,
        "ui_similarity": 0.9498839991044193
      }
    ],
    "query": {
      "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
      "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7723851203918457,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9105401039123535,
    "avg_ui_similarity": 0.8829541094657607
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "69e2dab7abbf449db7901a6574dd640f",
          "goal": "Open Booking.com. Find an apartment to rent in New York for July. Filter by \"2+ bedrooms\" + \"parking included\" + \"allows pets\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063452243804932,
        "action_similarity": 0.971011221408844,
        "ui_similarity": 0.8600558211160708
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7594374418258667,
        "action_similarity": 0.8314579725265503,
        "ui_similarity": 0.8133605949032374
      },
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7589080333709717,
        "action_similarity": 0.8140605688095093,
        "ui_similarity": 0.7959623163962696
      }
    ],
    "query": {
      "episode_id": "db416be932b8413bba38cd85e760cb61",
      "goal": "Open Booking.com. Search for apartments in New York, stay from July 11 to July 22. 1 adult. Filters: \"balcony\", \"Wifi\" and \"Free parking\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7748968998591105,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8721765875816345,
    "avg_ui_similarity": 0.823126244138526
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9189506769180298,
        "action_similarity": 0.9341281652450562,
        "ui_similarity": 0.9282840517550062
      },
      {
        "episode": {
          "episode_id": "538d42392cd74e6faeaa8e20a571470d",
          "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8960314989089966,
        "action_similarity": 0.8791334629058838,
        "ui_similarity": 0.8371955510091541
      },
      {
        "episode": {
          "episode_id": "29e0088098604b68a46f760c2ce8ded0",
          "goal": "Open Booking.com. Search for hotels in Manhattan, New York, from August 5 to August 10. 3 guests in one room. Price range $600 to $2500. Filters: very good rating, excellent location, inclusive breakfast, non-smoking rooms and pets allowed.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7887743711471558,
        "action_similarity": 0.8436501622200012,
        "ui_similarity": 0.9220849513619888
      }
    ],
    "query": {
      "episode_id": "4391363161564fe0a20b1b892b18b4a6",
      "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.867918848991394,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8856372634569804,
    "avg_ui_similarity": 0.895854851375383
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
          "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7378692626953125,
        "action_similarity": 0.8606178760528564,
        "ui_similarity": 0.9810829305995471
      },
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7316170334815979,
        "action_similarity": 0.9071488380432129,
        "ui_similarity": 0.8598246336281354
      },
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7177698612213135,
        "action_similarity": 0.923801064491272,
        "ui_similarity": 0.8338580484183288
      }
    ],
    "query": {
      "episode_id": "543101eb91c7451da8f27f92a2757543",
      "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.729085385799408,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8971892595291138,
    "avg_ui_similarity": 0.8915885375486704
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "2681d3bef8204066be238149e007b720",
          "goal": "Open Booking.com. Search a one-way flight from London to Madrid. Departure date 10 October. 1 adult in economy class. Filter for direct flights",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8464450836181641,
        "action_similarity": 0.9036312103271484,
        "ui_similarity": 0.9701902262701482
      },
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.751168429851532,
        "action_similarity": 0.9372896552085876,
        "ui_similarity": 0.9723546523298648
      },
      {
        "episode": {
          "episode_id": "d6a8fa063656457c81d460db8ec22e79",
          "goal": "Open Booking.com. Search a round-trip flight from New York to Miami. Departure date July 4, return date July 11. 2 Adults and 1 child. Premium Economy cabin class. Sort by price. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.632804274559021,
        "action_similarity": 0.8571569919586182,
        "ui_similarity": 0.8881563833678722
      }
    ],
    "query": {
      "episode_id": "db6add737de1446587aa155da634bc5e",
      "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7434725960095724,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8993592858314514,
    "avg_ui_similarity": 0.9435670873226284
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
          "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6558228731155396,
        "action_similarity": 0.8949283361434937,
        "ui_similarity": 0.9185195464787024
      },
      {
        "episode": {
          "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
          "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6295140981674194,
        "action_similarity": 0.8778780698776245,
        "ui_similarity": 0.9498839991044193
      },
      {
        "episode": {
          "episode_id": "b095339b935846ab85f5cac13123149e",
          "goal": "Open Booking.com. Look for hotels in Paris, from June 1 to June 10. 3 guests in one room, sort by guest rating with filters on balcony, room service, double bed and breakfast included.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6226052045822144,
        "action_similarity": 0.809070348739624,
        "ui_similarity": 0.8519076787737947
      }
    ],
    "query": {
      "episode_id": "3f1176830c5146a0b8d54b05b59cbce7",
      "goal": "Open Booking.com. Rent a car in Paris from July 5 9 am to July 15 11 am. Filter by coupe type, Avis Car Rental supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6359807252883911,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8606255849202474,
    "avg_ui_similarity": 0.9067704081189721
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "d019ef060c2b40259458a5a8d8589b8f",
          "goal": "Open Booking.com. Search a return flight from Moscow to Paris. Departure date 10 September, return date 20 September. 1 adult. Economy class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8098118901252747,
        "action_similarity": 0.9229727983474731,
        "ui_similarity": 0.794600564351459
      },
      {
        "episode": {
          "episode_id": "65656e7aae9640c582986348cdbc01d0",
          "goal": "Open Booking.com. Search multi-city flights from New York to Paris on 15 May, from Paris to London on 30 May and from London to New York on 20 May. 1 Adult. First cabin class. Sort by price. No specific airlines.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7396335005760193,
        "action_similarity": 0.9128162264823914,
        "ui_similarity": 0.9685862423923611
      },
      {
        "episode": {
          "episode_id": "e5359422e5b24ffba896334c14cb2749",
          "goal": "Open Booking.com. Search for a flight from London to Dubai and return. Leave on June 10, come back on June 20. One adult and one child in business class. No stops preferred.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6688937544822693,
        "action_similarity": 0.9068729877471924,
        "ui_similarity": 0.8715922650468381
      }
    ],
    "query": {
      "episode_id": "f0ad8c7bb2944f62802d9265007db615",
      "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7394463817278544,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9142206708590189,
    "avg_ui_similarity": 0.8782596905968861
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7254241704940796,
        "action_similarity": 0.7753175497055054,
        "ui_similarity": 0.965675913694788
      },
      {
        "episode": {
          "episode_id": "0ec3cd6403a3421fa158fc75a5557ed2",
          "goal": "Open Booking.com. Find a return flight from Delhi to Munich. Departure date 12 October, return date 25 October. 1 Adult in premium economy class. Sort by direct flight.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6791802048683167,
        "action_similarity": 0.8153653144836426,
        "ui_similarity": 0.8650782505190601
      },
      {
        "episode": {
          "episode_id": "543101eb91c7451da8f27f92a2757543",
          "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6595017313957214,
        "action_similarity": 0.8921269178390503,
        "ui_similarity": 0.9721358036873775
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    ],
    "query": {
      "episode_id": "af41b14992294864ac8c6abd4ab5ae2d",
      "goal": "Open Booking.com. Book a return flight from Berlin to Venice. Departure date 15 July, return date 22 July. 2 adults. Business class. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6880353689193726,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.827603260676066,
    "avg_ui_similarity": 0.9342966559670751
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "543101eb91c7451da8f27f92a2757543",
          "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7122050523757935,
        "action_similarity": 0.879889965057373,
        "ui_similarity": 0.8329323820662342
      },
      {
        "episode": {
          "episode_id": "af41b14992294864ac8c6abd4ab5ae2d",
          "goal": "Open Booking.com. Book a return flight from Berlin to Venice. Departure date 15 July, return date 22 July. 2 adults. Business class. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6791802048683167,
        "action_similarity": 0.8153653144836426,
        "ui_similarity": 0.8650782505190601
      },
      {
        "episode": {
          "episode_id": "016cd29c6da8488296e7ef18f014aee1",
          "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6306954622268677,
        "action_similarity": 0.8032996654510498,
        "ui_similarity": 0.9048348400058427
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    ],
    "query": {
      "episode_id": "0ec3cd6403a3421fa158fc75a5557ed2",
      "goal": "Open Booking.com. Find a return flight from Delhi to Munich. Departure date 12 October, return date 25 October. 1 Adult in premium economy class. Sort by direct flight.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6740269064903259,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8328516483306885,
    "avg_ui_similarity": 0.8676151575303791
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  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
          "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9034549593925476,
        "action_similarity": 0.8656356334686279,
        "ui_similarity": 0.9563671035153072
      },
      {
        "episode": {
          "episode_id": "00241511ed5049419dcc2844b50a84d8",
          "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6078211069107056,
        "action_similarity": 0.6634927988052368,
        "ui_similarity": 0.826653944329988
      },
      {
        "episode": {
          "episode_id": "a19c4757377748539abd93297aa29795",
          "goal": "Open Booking.com. Look for hotels in Singapore from 20th July to 30th July. 2 guests in 2 rooms. Filter features should include a bathtub, sea view, and fitness center",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6032661199569702,
        "action_similarity": 0.8296911716461182,
        "ui_similarity": 0.9710287300706798
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    ],
    "query": {
      "episode_id": "38077e608daa4128bca191118b79dfa5",
      "goal": "Open Booking.com. Find hotels in Sydney from 15 June until 25 June. 4 guests in 2 rooms.Filter by 5-star rating, free breakfast, and swimming pool.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7048473954200745,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.786273201306661,
    "avg_ui_similarity": 0.9180165926386583
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "577969850f53457598bbf79bcd0f3d0e",
          "goal": "Open Booking.com. Find a villa to rent in Bali for New Year\"s Eve. Filter by \"private pool\" + \"breakfast included\" + \"room service\" + \"Wonderful\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8484888076782227,
        "action_similarity": 0.9326684474945068,
        "ui_similarity": 0.8487305786365895
      },
      {
        "episode": {
          "episode_id": "da297fb0acec4aa8ac02e50b5c9bba38",
          "goal": "Open Booking.com. Look for a holiday rental in Bali for the entire August. Filters include \"sea view\", \"breakfast included\" and \"private pool\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8297885060310364,
        "action_similarity": 0.9783098697662354,
        "ui_similarity": 0.9263728583218558
      },
      {
        "episode": {
          "episode_id": "975f7ef8607649d193a069d3db19d647",
          "goal": "Open Booking.com. Find a villa to rent in Santorini for the month of July. Include the filters \"non-smoking rooms\", \"sea views\", \"private pool\", \"breakfast included\", and \"located in Museum of Prehistoric Thera\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6322423219680786,
        "action_similarity": 0.8504488468170166,
        "ui_similarity": 0.8881310395343074
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    ],
    "query": {
      "episode_id": "a4972a3ad505413e815265a41822d675",
      "goal": "Open Booking.com. Find a luxury villa in Bali from 5 August to 20 August with filters on \"private pool\", \"sea view\" and \"breakfast included\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7701732118924459,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9204757213592529,
    "avg_ui_similarity": 0.8877448254975843
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6688937544822693,
        "action_similarity": 0.9068729877471924,
        "ui_similarity": 0.8715922650468381
      },
      {
        "episode": {
          "episode_id": "83642fa4a55646fca8d96e395be836a6",
          "goal": "Open Booking.com. Search hotels in Dubai, from 1 June to 7 June. 2 guests in 1 room. US$400 to US$1000. Filter with very good, free WiFi and kitchen. Free cancellation. Sort by highest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6303256750106812,
        "action_similarity": 0.7960187792778015,
        "ui_similarity": 0.9171174378795958
      },
      {
        "episode": {
          "episode_id": "016cd29c6da8488296e7ef18f014aee1",
          "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6181634068489075,
        "action_similarity": 0.8670132160186768,
        "ui_similarity": 0.8843962032500233
      }
    ],
    "query": {
      "episode_id": "e5359422e5b24ffba896334c14cb2749",
      "goal": "Open Booking.com. Search for a flight from London to Dubai and return. Leave on June 10, come back on June 20. One adult and one child in business class. No stops preferred.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6391276121139526,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8566349943478903,
    "avg_ui_similarity": 0.891035302058819
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "87b4421eb48c4abab4511282f08f8e07",
          "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8120306730270386,
        "action_similarity": 0.9651136994361877,
        "ui_similarity": 0.9357323990757814
      },
      {
        "episode": {
          "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
          "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6555452942848206,
        "action_similarity": 0.9390568137168884,
        "ui_similarity": 0.8876576141203047
      },
      {
        "episode": {
          "episode_id": "3d4a39e943b24d24acf0eac2a7de6684",
          "goal": "Open Booking.com. Book a rental car in Barcelona. Pick up on July 20, drop off on July 29. Midsize car size. Sort by customer ratings.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6537953019142151,
        "action_similarity": 0.9638247489929199,
        "ui_similarity": 0.9681025926560834
      }
    ],
    "query": {
      "episode_id": "e4cf61ddd9404357bca515cbe22df044",
      "goal": "Open Booking.com. Reserve a rental car in Los Angeles. Pickup on June 15 and drop off on June 30. Choose a SUV class. Sort by customer reviews.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7071237564086914,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.955998420715332,
    "avg_ui_similarity": 0.9304975352840565
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "00241511ed5049419dcc2844b50a84d8",
          "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.844035267829895,
        "action_similarity": 0.9332025647163391,
        "ui_similarity": 0.9584227499068823
      },
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.670968770980835,
        "action_similarity": 0.8908030986785889,
        "ui_similarity": 0.879591324396735
      },
      {
        "episode": {
          "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
          "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6098445653915405,
        "action_similarity": 0.7856103181838989,
        "ui_similarity": 0.8336260668533071
      }
    ],
    "query": {
      "episode_id": "3cf06ebca42141848696c220c04136e1",
      "goal": "Open Booking.com. Look up a one-way flight from Melbourne to Auckland. Depart on June 22. 3 adults in business class. Stopovers are allowed. Sort by cheapest price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7082828680674235,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.869871993859609,
    "avg_ui_similarity": 0.8905467137189748
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "db6add737de1446587aa155da634bc5e",
          "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8464450836181641,
        "action_similarity": 0.9036312103271484,
        "ui_similarity": 0.9701902262701483
      },
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7009015679359436,
        "action_similarity": 0.8196752667427063,
        "ui_similarity": 0.9399579104488744
      },
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6904294490814209,
        "action_similarity": 0.8524236679077148,
        "ui_similarity": 0.956004097142981
      }
    ],
    "query": {
      "episode_id": "2681d3bef8204066be238149e007b720",
      "goal": "Open Booking.com. Search a one-way flight from London to Madrid. Departure date 10 October. 1 adult in economy class. Filter for direct flights",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7459253668785095,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8585767149925232,
    "avg_ui_similarity": 0.9553840779540012
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8592580556869507,
        "action_similarity": 0.964891254901886,
        "ui_similarity": 0.8679701932747061
      },
      {
        "episode": {
          "episode_id": "016cd29c6da8488296e7ef18f014aee1",
          "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.717009425163269,
        "action_similarity": 0.8638745546340942,
        "ui_similarity": 0.8747634484914798
      },
      {
        "episode": {
          "episode_id": "00241511ed5049419dcc2844b50a84d8",
          "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6912589073181152,
        "action_similarity": 0.9128435850143433,
        "ui_similarity": 0.8808602216982131
      }
    ],
    "query": {
      "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
      "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.755842129389445,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9138697981834412,
    "avg_ui_similarity": 0.8745312878214664
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "38077e608daa4128bca191118b79dfa5",
          "goal": "Open Booking.com. Find hotels in Sydney from 15 June until 25 June. 4 guests in 2 rooms.Filter by 5-star rating, free breakfast, and swimming pool.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9034549593925476,
        "action_similarity": 0.8656356334686279,
        "ui_similarity": 0.9563671035153074
      },
      {
        "episode": {
          "episode_id": "00241511ed5049419dcc2844b50a84d8",
          "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6260018348693848,
        "action_similarity": 0.7717239260673523,
        "ui_similarity": 0.8472421572823511
      },
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6248488426208496,
        "action_similarity": 0.8460281491279602,
        "ui_similarity": 0.908110091957057
      }
    ],
    "query": {
      "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
      "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7181018789609274,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8277959028879801,
    "avg_ui_similarity": 0.9039064509182385
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
          "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7626835107803345,
        "action_similarity": 0.8531447649002075,
        "ui_similarity": 0.9348928714904452
      },
      {
        "episode": {
          "episode_id": "81f02c0029fc4e3a9328e457bdec0347",
          "goal": "Open Booking.com. Rent a car in New York from May 10, 8 am to May 15, 7 pm. Driver\"s age 45. Filter by large car type, Hertz rent supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6425579786300659,
        "action_similarity": 0.9223795533180237,
        "ui_similarity": 0.9461673069225142
      },
      {
        "episode": {
          "episode_id": "7d28ee4d5a03417fbcaad631de432dad",
          "goal": "Open Booking.com. Check car rent availability in Berlin from Nov 1 9 am to Nov 11 9 pm. Filter by SUV type, Europcar as a supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6364952325820923,
        "action_similarity": 0.9259881973266602,
        "ui_similarity": 0.9061075673886448
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    ],
    "query": {
      "episode_id": "7ad146353c9e49ac951805cc5546e750",
      "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6805789073308309,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9005041718482971,
    "avg_ui_similarity": 0.9290559152672014
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7609096169471741,
        "action_similarity": 0.8637422323226929,
        "ui_similarity": 0.8523606698871135
      },
      {
        "episode": {
          "episode_id": "7eda2cc409064e8d8849d4506475814a",
          "goal": "Open Booking.com. Search round-trip flights from Tokyo to Seattle. Departure date 10 May, return date 20 May. 1 adult, 1 child. Business class. Sort by total travel time. One stop is okay.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7374547719955444,
        "action_similarity": 0.9243767261505127,
        "ui_similarity": 0.8947270761125938
      },
      {
        "episode": {
          "episode_id": "c0e376a416294310abcc2ba5ea245ceb",
          "goal": "Open Booking.com. Find a flight from Paris to Tokyo. Depart on July 10 and return on July 25. One adult traveller. Apply \"max 1 stops\" filters.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7238473892211914,
        "action_similarity": 0.9297922849655151,
        "ui_similarity": 0.8419341859315298
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    ],
    "query": {
      "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
      "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.74073725938797,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9059704144795736,
    "avg_ui_similarity": 0.8630073106437458
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7848241925239563,
        "action_similarity": 0.8861815333366394,
        "ui_similarity": 0.869258565388261
      },
      {
        "episode": {
          "episode_id": "db6add737de1446587aa155da634bc5e",
          "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.751168429851532,
        "action_similarity": 0.9372896552085876,
        "ui_similarity": 0.9723546523298648
      },
      {
        "episode": {
          "episode_id": "af41b14992294864ac8c6abd4ab5ae2d",
          "goal": "Open Booking.com. Book a return flight from Berlin to Venice. Departure date 15 July, return date 22 July. 2 adults. Business class. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7254241704940796,
        "action_similarity": 0.7753175497055054,
        "ui_similarity": 0.965675913694788
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    ],
    "query": {
      "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
      "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7538055976231893,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8662629127502441,
    "avg_ui_similarity": 0.9357630438043046
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "db416be932b8413bba38cd85e760cb61",
          "goal": "Open Booking.com. Search for apartments in New York, stay from July 11 to July 22. 1 adult. Filters: \"balcony\", \"Wifi\" and \"Free parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063452243804932,
        "action_similarity": 0.971011221408844,
        "ui_similarity": 0.8600558211160708
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6407063007354736,
        "action_similarity": 0.8297821283340454,
        "ui_similarity": 0.9346299520103106
      },
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6403668522834778,
        "action_similarity": 0.8147827386856079,
        "ui_similarity": 0.9110312103567053
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    ],
    "query": {
      "episode_id": "69e2dab7abbf449db7901a6574dd640f",
      "goal": "Open Booking.com. Find an apartment to rent in New York for July. Filter by \"2+ bedrooms\" + \"parking included\" + \"allows pets\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6958061257998148,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8718586961428324,
    "avg_ui_similarity": 0.9019056611610289
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "a4972a3ad505413e815265a41822d675",
          "goal": "Open Booking.com. Find a luxury villa in Bali from 5 August to 20 August with filters on \"private pool\", \"sea view\" and \"breakfast included\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8484888076782227,
        "action_similarity": 0.9326684474945068,
        "ui_similarity": 0.8487305786365892
      },
      {
        "episode": {
          "episode_id": "da297fb0acec4aa8ac02e50b5c9bba38",
          "goal": "Open Booking.com. Look for a holiday rental in Bali for the entire August. Filters include \"sea view\", \"breakfast included\" and \"private pool\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8232583403587341,
        "action_similarity": 0.927769660949707,
        "ui_similarity": 0.9309713773778311
      },
      {
        "episode": {
          "episode_id": "975f7ef8607649d193a069d3db19d647",
          "goal": "Open Booking.com. Find a villa to rent in Santorini for the month of July. Include the filters \"non-smoking rooms\", \"sea views\", \"private pool\", \"breakfast included\", and \"located in Museum of Prehistoric Thera\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6126499772071838,
        "action_similarity": 0.8374029397964478,
        "ui_similarity": 0.9502435881283959
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    ],
    "query": {
      "episode_id": "577969850f53457598bbf79bcd0f3d0e",
      "goal": "Open Booking.com. Find a villa to rent in Bali for New Year\"s Eve. Filter by \"private pool\" + \"breakfast included\" + \"room service\" + \"Wonderful\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7614657084147135,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8992803494135538,
    "avg_ui_similarity": 0.9099818480476053
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "d6a8fa063656457c81d460db8ec22e79",
          "goal": "Open Booking.com. Search a round-trip flight from New York to Miami. Departure date July 4, return date July 11. 2 Adults and 1 child. Premium Economy cabin class. Sort by price. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.645916223526001,
        "action_similarity": 0.7606821060180664,
        "ui_similarity": 0.82767316097898
      },
      {
        "episode": {
          "episode_id": "26434514d5e045c1ac2cdf11c776ec24",
          "goal": "Open Booking.com. Search a hotel in Sydney from August 10 to August 17 for 2 Adults and 1 Child. Sort by distance from Downtown. Filter options should include free Wi-Fi, included breakfast, and a gym.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6046842336654663,
        "action_similarity": 0.8553135395050049,
        "ui_similarity": 0.9758668671581804
      },
      {
        "episode": {
          "episode_id": "b095339b935846ab85f5cac13123149e",
          "goal": "Open Booking.com. Look for hotels in Paris, from June 1 to June 10. 3 guests in one room, sort by guest rating with filters on balcony, room service, double bed and breakfast included.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6028187274932861,
        "action_similarity": 0.8671807646751404,
        "ui_similarity": 0.8316559414927187
      }
    ],
    "query": {
      "episode_id": "fb8f167baba74b06bb104ead0a2c3ef2",
      "goal": "Open Booking.com. Look for hotels in Miami from 10 August to 20 August for 2 adults. Want a room with a king bed and overlooking the beach. Include free parking and gym in filters. Sort by price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6178063948949178,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8277254700660706,
    "avg_ui_similarity": 0.878398656543293
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "041e1eb6a4194806ac2d38702c44603e",
          "goal": "Open Booking.com. Search hotels in Tokyo, from 5 October to 20 October. 2 guests and 1 child in 1 room. Queen-sized bed and 1 single bed. Filters include Wi-Fi, 24-hour front desk, and parking. Sort by proximity to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8750313520431519,
        "action_similarity": 0.9277399778366089,
        "ui_similarity": 0.9454235598915617
      },
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.651748538017273,
        "action_similarity": 0.8232754468917847,
        "ui_similarity": 0.9544732005146244
      },
      {
        "episode": {
          "episode_id": "538d42392cd74e6faeaa8e20a571470d",
          "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6437549591064453,
        "action_similarity": 0.8822346925735474,
        "ui_similarity": 0.823765891715739
      }
    ],
    "query": {
      "episode_id": "1dff9496cc044864820b5bf340b85d13",
      "goal": "Open Booking.com. Find 2 hotel rooms in Tokyo. From June 10 to June 18. Occupants are 2 adults, 2 children. Filter by \"free wifi\" + \"5 stars\"",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7235116163889567,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.877750039100647,
    "avg_ui_similarity": 0.9078875507073083
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.865192711353302,
        "action_similarity": 0.8018215298652649,
        "ui_similarity": 0.9706191354495942
      },
      {
        "episode": {
          "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
          "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7466726899147034,
        "action_similarity": 0.8406641483306885,
        "ui_similarity": 0.8812311306665738
      },
      {
        "episode": {
          "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
          "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6537849307060242,
        "action_similarity": 0.751880943775177,
        "ui_similarity": 0.8490361960100439
      }
    ],
    "query": {
      "episode_id": "b0f5c858e91543abbef8dceca94249d9",
      "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7552167773246765,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7981222073237101,
    "avg_ui_similarity": 0.9002954873754039
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7454453706741333,
        "action_similarity": 0.8962658047676086,
        "ui_similarity": 0.8680358545116615
      },
      {
        "episode": {
          "episode_id": "543101eb91c7451da8f27f92a2757543",
          "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7378692626953125,
        "action_similarity": 0.8606178760528564,
        "ui_similarity": 0.9810829305995472
      },
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7156200408935547,
        "action_similarity": 0.8918167352676392,
        "ui_similarity": 0.8425417492620972
      }
    ],
    "query": {
      "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
      "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7329782247543335,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8829001386960348,
    "avg_ui_similarity": 0.8972201781244354
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7089369297027588,
        "action_similarity": 0.8909933567047119,
        "ui_similarity": 0.9805449999791921
      },
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.666776716709137,
        "action_similarity": 0.8597893714904785,
        "ui_similarity": 0.8300512063088425
      },
      {
        "episode": {
          "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
          "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6530284881591797,
        "action_similarity": 0.6649426221847534,
        "ui_similarity": 0.9169946335419957
      }
    ],
    "query": {
      "episode_id": "716333ffae0049d382af3a8d0ad00515",
      "goal": "Open Booking.com. Book a flight to Rome from London. Departure time is June 1. Passenger is one adult. Filter by \"non-stop\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6762473781903585,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8052417834599813,
    "avg_ui_similarity": 0.90919694661001
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8389891386032104,
        "action_similarity": 0.9339924454689026,
        "ui_similarity": 0.9426755420878897
      },
      {
        "episode": {
          "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
          "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7609096169471741,
        "action_similarity": 0.8637422323226929,
        "ui_similarity": 0.8523606698871137
      },
      {
        "episode": {
          "episode_id": "543101eb91c7451da8f27f92a2757543",
          "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7177698612213135,
        "action_similarity": 0.923801064491272,
        "ui_similarity": 0.8338580484183284
      }
    ],
    "query": {
      "episode_id": "15b06c0282f4469789f0c8b371c7218e",
      "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.772556205590566,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9071785807609558,
    "avg_ui_similarity": 0.8762980867977772
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
          "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8813062310218811,
        "action_similarity": 0.9555627107620239,
        "ui_similarity": 0.8780048889074854
      },
      {
        "episode": {
          "episode_id": "87b4421eb48c4abab4511282f08f8e07",
          "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7773091197013855,
        "action_similarity": 0.9413807392120361,
        "ui_similarity": 0.9105336503394501
      },
      {
        "episode": {
          "episode_id": "81f02c0029fc4e3a9328e457bdec0347",
          "goal": "Open Booking.com. Rent a car in New York from May 10, 8 am to May 15, 7 pm. Driver\"s age 45. Filter by large car type, Hertz rent supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6172001361846924,
        "action_similarity": 0.9102807641029358,
        "ui_similarity": 0.9691700031561523
      }
    ],
    "query": {
      "episode_id": "a1eb6c5cff804540a50c65e3cd0fb161",
      "goal": "Open Booking.com. Rent a car in San Francisco from Sep 5 7 am to Sep 15 9 pm. Driver\"s age from 30 to 65. Filter by SUVs, Sixt supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.758605162302653,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9357414046923319,
    "avg_ui_similarity": 0.9192361808010293
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.9189506769180298,
        "action_similarity": 0.9341281652450562,
        "ui_similarity": 0.9282840517550062
      },
      {
        "episode": {
          "episode_id": "538d42392cd74e6faeaa8e20a571470d",
          "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8517146706581116,
        "action_similarity": 0.8791155219078064,
        "ui_similarity": 0.8350612987189884
      },
      {
        "episode": {
          "episode_id": "29e0088098604b68a46f760c2ce8ded0",
          "goal": "Open Booking.com. Search for hotels in Manhattan, New York, from August 5 to August 10. 3 guests in one room. Price range $600 to $2500. Filters: very good rating, excellent location, inclusive breakfast, non-smoking rooms and pets allowed.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7861478328704834,
        "action_similarity": 0.8581812381744385,
        "ui_similarity": 0.9456359160533256
      }
    ],
    "query": {
      "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
      "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8522710601488749,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8904749751091003,
    "avg_ui_similarity": 0.9029937555091067
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "3cf06ebca42141848696c220c04136e1",
          "goal": "Open Booking.com. Look up a one-way flight from Melbourne to Auckland. Depart on June 22. 3 adults in business class. Stopovers are allowed. Sort by cheapest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.844035267829895,
        "action_similarity": 0.9332025647163391,
        "ui_similarity": 0.9584227499068821
      },
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6912589073181152,
        "action_similarity": 0.9128435850143433,
        "ui_similarity": 0.8808602216982132
      },
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6755813956260681,
        "action_similarity": 0.9309878349304199,
        "ui_similarity": 0.9375397951600279
      }
    ],
    "query": {
      "episode_id": "00241511ed5049419dcc2844b50a84d8",
      "goal": "Open Booking.com. Book a one-way flight from Sydney to Wellington. Departure date 12 August. 2 adults and 2 children in economy class. 1 stop is okay. Sort by shortest flight time.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7369585235913595,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9256779948870341,
    "avg_ui_similarity": 0.9256075889217078
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7887743711471558,
        "action_similarity": 0.8436501622200012,
        "ui_similarity": 0.9220849513619885
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7861478328704834,
        "action_similarity": 0.8581812381744385,
        "ui_similarity": 0.9456359160533256
      },
      {
        "episode": {
          "episode_id": "538d42392cd74e6faeaa8e20a571470d",
          "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7710851430892944,
        "action_similarity": 0.8884915113449097,
        "ui_similarity": 0.8429458349072804
      }
    ],
    "query": {
      "episode_id": "29e0088098604b68a46f760c2ce8ded0",
      "goal": "Open Booking.com. Search for hotels in Manhattan, New York, from August 5 to August 10. 3 guests in one room. Price range $600 to $2500. Filters: very good rating, excellent location, inclusive breakfast, non-smoking rooms and pets allowed.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7820024490356445,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8634409705797831,
    "avg_ui_similarity": 0.9035555674408648
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "fb8f167baba74b06bb104ead0a2c3ef2",
          "goal": "Open Booking.com. Look for hotels in Miami from 10 August to 20 August for 2 adults. Want a room with a king bed and overlooking the beach. Include free parking and gym in filters. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.645916223526001,
        "action_similarity": 0.7606821060180664,
        "ui_similarity": 0.8276731609789798
      },
      {
        "episode": {
          "episode_id": "db6add737de1446587aa155da634bc5e",
          "goal": "Open Booking.com. Search a round-trip flight from Madrid to London. Departure date August 3, return date August 10. 2 adults and 1 child. Business cabin class. Sort by duration. Non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.632804274559021,
        "action_similarity": 0.8571569919586182,
        "ui_similarity": 0.8881563833678727
      },
      {
        "episode": {
          "episode_id": "65656e7aae9640c582986348cdbc01d0",
          "goal": "Open Booking.com. Search multi-city flights from New York to Paris on 15 May, from Paris to London on 30 May and from London to New York on 20 May. 1 Adult. First cabin class. Sort by price. No specific airlines.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6178582310676575,
        "action_similarity": 0.8422884345054626,
        "ui_similarity": 0.9399602374378808
      }
    ],
    "query": {
      "episode_id": "d6a8fa063656457c81d460db8ec22e79",
      "goal": "Open Booking.com. Search a round-trip flight from New York to Miami. Departure date July 4, return date July 11. 2 Adults and 1 child. Premium Economy cabin class. Sort by price. Non-stop flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6321929097175598,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8200425108273824,
    "avg_ui_similarity": 0.8852632605949111
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7848241925239563,
        "action_similarity": 0.8861815333366394,
        "ui_similarity": 0.8692585653882609
      },
      {
        "episode": {
          "episode_id": "017be8e3446b41a898cc60de869f7e16",
          "goal": "Open Booking.com. Search for a return flight from Milan to New York. Leave on May 24, come back on June 4. With 2 adults and 1 child in economy class. Sort by duration. A stopover is acceptable.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7482911944389343,
        "action_similarity": 0.9319677352905273,
        "ui_similarity": 0.9813938630260642
      },
      {
        "episode": {
          "episode_id": "716333ffae0049d382af3a8d0ad00515",
          "goal": "Open Booking.com. Book a flight to Rome from London. Departure time is June 1. Passenger is one adult. Filter by \"non-stop\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7089369297027588,
        "action_similarity": 0.8909933567047119,
        "ui_similarity": 0.9805449999791924
      }
    ],
    "query": {
      "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
      "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7473507722218832,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9030475417772929,
    "avg_ui_similarity": 0.9437324761311725
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8098118901252747,
        "action_similarity": 0.9229727983474731,
        "ui_similarity": 0.7946005643514591
      },
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6350408792495728,
        "action_similarity": 0.8273630738258362,
        "ui_similarity": 0.9179241119013106
      },
      {
        "episode": {
          "episode_id": "af41b14992294864ac8c6abd4ab5ae2d",
          "goal": "Open Booking.com. Book a return flight from Berlin to Venice. Departure date 15 July, return date 22 July. 2 adults. Business class. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6243404746055603,
        "action_similarity": 0.7771303057670593,
        "ui_similarity": 0.9499215988531914
      }
    ],
    "query": {
      "episode_id": "d019ef060c2b40259458a5a8d8589b8f",
      "goal": "Open Booking.com. Search a return flight from Moscow to Paris. Departure date 10 September, return date 20 September. 1 adult. Economy class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6897310813268026,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8424887259801229,
    "avg_ui_similarity": 0.8874820917019871
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7396335005760193,
        "action_similarity": 0.9128162264823914,
        "ui_similarity": 0.9685862423923614
      },
      {
        "episode": {
          "episode_id": "6585e99b068b4e02ac74aa3580e25e8c",
          "goal": "Open Booking.com. Search a one-way flight from Chicago to London departing 25th June. 1 adult and 1 children in economy class. One-stop maximum.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6529044508934021,
        "action_similarity": 0.8677557110786438,
        "ui_similarity": 0.952467247790769
      },
      {
        "episode": {
          "episode_id": "d019ef060c2b40259458a5a8d8589b8f",
          "goal": "Open Booking.com. Search a return flight from Moscow to Paris. Departure date 10 September, return date 20 September. 1 adult. Economy class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6225292682647705,
        "action_similarity": 0.8880211114883423,
        "ui_similarity": 0.82662083946737
      }
    ],
    "query": {
      "episode_id": "65656e7aae9640c582986348cdbc01d0",
      "goal": "Open Booking.com. Search multi-city flights from New York to Paris on 15 May, from Paris to London on 30 May and from London to New York on 20 May. 1 Adult. First cabin class. Sort by price. No specific airlines.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6716890732447306,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8895310163497925,
    "avg_ui_similarity": 0.9158914432168334
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6310829520225525,
        "action_similarity": 0.7622083425521851,
        "ui_similarity": 0.8469757442846911
      },
      {
        "episode": {
          "episode_id": "b0f5c858e91543abbef8dceca94249d9",
          "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6309353709220886,
        "action_similarity": 0.8677725195884705,
        "ui_similarity": 0.8798459192754764
      },
      {
        "episode": {
          "episode_id": "af41b14992294864ac8c6abd4ab5ae2d",
          "goal": "Open Booking.com. Book a return flight from Berlin to Venice. Departure date 15 July, return date 22 July. 2 adults. Business class. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6218108534812927,
        "action_similarity": 0.7012995481491089,
        "ui_similarity": 0.9041703471518718
      }
    ],
    "query": {
      "episode_id": "83edb50b6ff043269cb5bb239b6c8aaa",
      "goal": "Open Booking.com. Search hotels in Venice, from 10 July to 14 July. 2 guests in 1 room. Double bed room. Filter with coffee machine, sea view and airport shuttle.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6279430588086446,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7770934700965881,
    "avg_ui_similarity": 0.876997336904013
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "df69bb678d2746b0bf746393804e838b",
          "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7157173752784729,
        "action_similarity": 0.8774858713150024,
        "ui_similarity": 0.9356449419446516
      },
      {
        "episode": {
          "episode_id": "65656e7aae9640c582986348cdbc01d0",
          "goal": "Open Booking.com. Search multi-city flights from New York to Paris on 15 May, from Paris to London on 30 May and from London to New York on 20 May. 1 Adult. First cabin class. Sort by price. No specific airlines.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6529045104980469,
        "action_similarity": 0.8677557110786438,
        "ui_similarity": 0.952467247790769
      },
      {
        "episode": {
          "episode_id": "f0ad8c7bb2944f62802d9265007db615",
          "goal": "Open Booking.com. Search a return flight from London to Paris. Departure date 15 May, return date 25 May. 2 adults and 1 child. Economy class. Sort by price. 1 stop is ok.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6437727808952332,
        "action_similarity": 0.9047216176986694,
        "ui_similarity": 0.9472990252343304
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    ],
    "query": {
      "episode_id": "6585e99b068b4e02ac74aa3580e25e8c",
      "goal": "Open Booking.com. Search a one-way flight from Chicago to London departing 25th June. 1 adult and 1 children in economy class. One-stop maximum.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6707982222239176,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8833210666974386,
    "avg_ui_similarity": 0.9451370716565837
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b0f5c858e91543abbef8dceca94249d9",
          "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.865192711353302,
        "action_similarity": 0.8018215298652649,
        "ui_similarity": 0.9706191354495942
      },
      {
        "episode": {
          "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
          "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7197469472885132,
        "action_similarity": 0.8854667544364929,
        "ui_similarity": 0.8590914945583213
      },
      {
        "episode": {
          "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
          "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6732895374298096,
        "action_similarity": 0.8083966970443726,
        "ui_similarity": 0.8602399244638317
      }
    ],
    "query": {
      "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
      "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7527430653572083,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8318949937820435,
    "avg_ui_similarity": 0.8966501848239158
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6875406503677368,
        "action_similarity": 0.8876234292984009,
        "ui_similarity": 0.9619322627471747
      },
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6406621336936951,
        "action_similarity": 0.8500579595565796,
        "ui_similarity": 0.9120880524480417
      },
      {
        "episode": {
          "episode_id": "538d42392cd74e6faeaa8e20a571470d",
          "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6186760663986206,
        "action_similarity": 0.8627437353134155,
        "ui_similarity": 0.8336377361993348
      }
    ],
    "query": {
      "episode_id": "e725fedae3e74bd9aa8ce09195b2ec5c",
      "goal": "Open Booking.com. Find hotels in London, from 20 September to 30 September. 3 guests in 1 family room. Filters include pet friendly, breakfast included, bathtub and spa. Sort by guest rating.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6489596168200175,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8668083747227987,
    "avg_ui_similarity": 0.9025526837981838
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
          "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7238473892211914,
        "action_similarity": 0.9297922849655151,
        "ui_similarity": 0.8419341859315292
      },
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6608579158782959,
        "action_similarity": 0.8942469358444214,
        "ui_similarity": 0.9063683050927233
      },
      {
        "episode": {
          "episode_id": "041e1eb6a4194806ac2d38702c44603e",
          "goal": "Open Booking.com. Search hotels in Tokyo, from 5 October to 20 October. 2 guests and 1 child in 1 room. Queen-sized bed and 1 single bed. Filters include Wi-Fi, 24-hour front desk, and parking. Sort by proximity to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6392205953598022,
        "action_similarity": 0.7712035179138184,
        "ui_similarity": 0.7990654553847495
      }
    ],
    "query": {
      "episode_id": "c0e376a416294310abcc2ba5ea245ceb",
      "goal": "Open Booking.com. Find a flight from Paris to Tokyo. Depart on July 10 and return on July 25. One adult traveller. Apply \"max 1 stops\" filters.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6746419668197632,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8650809129079183,
    "avg_ui_similarity": 0.8491226488030007
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7821459770202637,
        "action_similarity": 0.8720846772193909,
        "ui_similarity": 0.9302690296604151
      },
      {
        "episode": {
          "episode_id": "213802710d024b368924915577356cc3",
          "goal": "Open Booking.com. Search for a return flight from Sydney to Toronto. Leave on June 18, come back on June 28. With 2 adults in economy class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7288168668746948,
        "action_similarity": 0.8535805940628052,
        "ui_similarity": 0.882928630180839
      },
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7170095443725586,
        "action_similarity": 0.8638745546340942,
        "ui_similarity": 0.8747634484914795
      }
    ],
    "query": {
      "episode_id": "016cd29c6da8488296e7ef18f014aee1",
      "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.742657462755839,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8631799419720968,
    "avg_ui_similarity": 0.8959870361109111
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7ad146353c9e49ac951805cc5546e750",
          "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6425579786300659,
        "action_similarity": 0.9223795533180237,
        "ui_similarity": 0.9461673069225139
      },
      {
        "episode": {
          "episode_id": "69e2dab7abbf449db7901a6574dd640f",
          "goal": "Open Booking.com. Find an apartment to rent in New York for July. Filter by \"2+ bedrooms\" + \"parking included\" + \"allows pets\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6334093809127808,
        "action_similarity": 0.8715570569038391,
        "ui_similarity": 0.82172988216224
      },
      {
        "episode": {
          "episode_id": "db416be932b8413bba38cd85e760cb61",
          "goal": "Open Booking.com. Search for apartments in New York, stay from July 11 to July 22. 1 adult. Filters: \"balcony\", \"Wifi\" and \"Free parking\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6323704719543457,
        "action_similarity": 0.8481733202934265,
        "ui_similarity": 0.776880117241969
      }
    ],
    "query": {
      "episode_id": "81f02c0029fc4e3a9328e457bdec0347",
      "goal": "Open Booking.com. Rent a car in New York from May 10, 8 am to May 15, 7 pm. Driver\"s age 45. Filter by large car type, Hertz rent supplier, automatic transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6361126104990641,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8807033101717631,
    "avg_ui_similarity": 0.8482591021089076
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "0f7ea2be354047abb2b6633e3fcad2b6",
          "goal": "Open Booking.com. Search a one-way flight from Los Angeles to Tokyo. Departure date 15 May. 1 adult in economy class. No stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7374547719955444,
        "action_similarity": 0.9243767261505127,
        "ui_similarity": 0.8947270761125942
      },
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6831554174423218,
        "action_similarity": 0.889366865158081,
        "ui_similarity": 0.9118482278306096
      },
      {
        "episode": {
          "episode_id": "73dd5c56b68f45999975a5b9a6072972",
          "goal": "Open Booking.com. Book a round-trip flight from Los Angeles to Vancouver. Departing on August 2 and returning on August 8. For 2 adults and 2 children in first class. Sort by duration, non-stop flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6356456279754639,
        "action_similarity": 0.8746989369392395,
        "ui_similarity": 0.9175129099408689
      }
    ],
    "query": {
      "episode_id": "7eda2cc409064e8d8849d4506475814a",
      "goal": "Open Booking.com. Search round-trip flights from Tokyo to Seattle. Departure date 10 May, return date 20 May. 1 adult, 1 child. Business class. Sort by total travel time. One stop is okay.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6854186058044434,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8961475094159445,
    "avg_ui_similarity": 0.9080294046280243
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "b0f5c858e91543abbef8dceca94249d9",
          "goal": "Open Booking.com. Search hotels in Rome, from 1 July to 7 July. 2 guests in 1 room. $400 to $800. Filter with Pleasant rating, free WiFi, gym and breakfast included. Sort by lowest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7466726303100586,
        "action_similarity": 0.8406641483306885,
        "ui_similarity": 0.8812311306665743
      },
      {
        "episode": {
          "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
          "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7430652976036072,
        "action_similarity": 0.8775280714035034,
        "ui_similarity": 0.8403443893350151
      },
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7197469472885132,
        "action_similarity": 0.8854667544364929,
        "ui_similarity": 0.8590914945583218
      }
    ],
    "query": {
      "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
      "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7364949584007263,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8678863247235616,
    "avg_ui_similarity": 0.8602223381866371
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "15b06c0282f4469789f0c8b371c7218e",
          "goal": "Open Booking.com. Search a one-way flight from Tokyo to Berlin. Departure date 25 June. 2 adults in business class. Filter for direct flights.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8389891386032104,
        "action_similarity": 0.9339924454689026,
        "ui_similarity": 0.9426755420878894
      },
      {
        "episode": {
          "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
          "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7454453706741333,
        "action_similarity": 0.8962658047676086,
        "ui_similarity": 0.8680358545116614
      },
      {
        "episode": {
          "episode_id": "543101eb91c7451da8f27f92a2757543",
          "goal": "Open Booking.com. Search round-trip flights from Berlin to New Delhi. Departure date 8 July, return date 12 July. 2 adults, 1 child. Economy class. Sort by total travel time with maximum one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7316170334815979,
        "action_similarity": 0.9071488380432129,
        "ui_similarity": 0.8598246336281354
      }
    ],
    "query": {
      "episode_id": "df69bb678d2746b0bf746393804e838b",
      "goal": "Open Booking.com. Search a one-way flight from London to Berlin. Departure date 18 September. 1 adult in economy class. Filter for direct flights.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7720171809196472,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9124690294265747,
    "avg_ui_similarity": 0.8901786767425621
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4391363161564fe0a20b1b892b18b4a6",
          "goal": "Open Booking.com. Search a hotel in New York from June 11 to June 17 for 2 Adults and 2 Child in 2 rooms. Sort by guests review score. Filter options should include free Wi-Fi, breakfast included, and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8960314989089966,
        "action_similarity": 0.8791334629058838,
        "ui_similarity": 0.8371955510091541
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8517146706581116,
        "action_similarity": 0.8791155219078064,
        "ui_similarity": 0.8350612987189888
      },
      {
        "episode": {
          "episode_id": "29e0088098604b68a46f760c2ce8ded0",
          "goal": "Open Booking.com. Search for hotels in Manhattan, New York, from August 5 to August 10. 3 guests in one room. Price range $600 to $2500. Filters: very good rating, excellent location, inclusive breakfast, non-smoking rooms and pets allowed.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7710851430892944,
        "action_similarity": 0.8884915113449097,
        "ui_similarity": 0.8429458349072799
      }
    ],
    "query": {
      "episode_id": "538d42392cd74e6faeaa8e20a571470d",
      "goal": "Open Booking.com. Find a hotel room in New York. From May 5 to May 10. Occupants are 3 adults, 1 child. Filter by \"breakfast included\" + \"parking\".",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8396104375521342,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8822468320528666,
    "avg_ui_similarity": 0.8384008948784744
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "350180107ba0434f920ba14a8a5ca2a6",
          "goal": "Open Booking.com. Find an apartment to rent in Rome for the month of July. Include the filters \"Terrace\", \"private bathroom\", \"breakfast included\", and \"located near Colosseum\".",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7430652976036072,
        "action_similarity": 0.8775280714035034,
        "ui_similarity": 0.8403443893350151
      },
      {
        "episode": {
          "episode_id": "7eb750cd1eb84a7d8c6cc747ff47368c",
          "goal": "Open Booking.com. Search for hotels in Rome from August 1 to August 7 for 3 Adults. Sort by distance from city centre. Filter options should include free cancellation, air conditioning and parking.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6732895374298096,
        "action_similarity": 0.8083966970443726,
        "ui_similarity": 0.8602399244638318
      },
      {
        "episode": {
          "episode_id": "3f1176830c5146a0b8d54b05b59cbce7",
          "goal": "Open Booking.com. Rent a car in Paris from July 5 9 am to July 15 11 am. Filter by coupe type, Avis Car Rental supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6558228731155396,
        "action_similarity": 0.8949283361434937,
        "ui_similarity": 0.9185195464787023
      }
    ],
    "query": {
      "episode_id": "e28a9c7d2acf4de8931b088bf13b5223",
      "goal": "Open Booking.com. Rent a car in Rome from July 10 9 am to July 20 11 am. Driver\"s age 45. Filter by SUV type, Sixt supplier, manual transmission.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6907259027163187,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8602843681971232,
    "avg_ui_similarity": 0.8730346200925164
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "7ad146353c9e49ac951805cc5546e750",
          "goal": "Open Booking.com. Rent a car in CHicago from Oct 1 8 am to Oct 10 10 pm. Filter by meidum type, Sixt Car as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7626835107803345,
        "action_similarity": 0.8531447649002075,
        "ui_similarity": 0.9348928714904451
      },
      {
        "episode": {
          "episode_id": "3d4a39e943b24d24acf0eac2a7de6684",
          "goal": "Open Booking.com. Book a rental car in Barcelona. Pick up on July 20, drop off on July 29. Midsize car size. Sort by customer ratings.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7089114785194397,
        "action_similarity": 0.9336357712745667,
        "ui_similarity": 0.8883283776462304
      },
      {
        "episode": {
          "episode_id": "87b4421eb48c4abab4511282f08f8e07",
          "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6612175703048706,
        "action_similarity": 0.9358440637588501,
        "ui_similarity": 0.9563321884642297
      }
    ],
    "query": {
      "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
      "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.710937519868215,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9075415333112081,
    "avg_ui_similarity": 0.9265178125336351
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "35edb0690faa4631aae5aa6cf1f10d89",
          "goal": "Open Booking.com. Find a return flight from New York to Rome departing 12 June and returning 15 June. Adjust for 1 Adult in business class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7482911944389343,
        "action_similarity": 0.9319677352905273,
        "ui_similarity": 0.9813938630260645
      },
      {
        "episode": {
          "episode_id": "bbc083b05b4a4c8cb218634e2f316f91",
          "goal": "Open Booking.com. Search a return flight from Madrid to Rome. Departure date 11 June, return date 19 June. 2 adults and 2 children. Business class. Sort by duration. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6984677314758301,
        "action_similarity": 0.886640191078186,
        "ui_similarity": 0.8653741530567277
      },
      {
        "episode": {
          "episode_id": "213802710d024b368924915577356cc3",
          "goal": "Open Booking.com. Search for a return flight from Sydney to Toronto. Leave on June 18, come back on June 28. With 2 adults in economy class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6449366807937622,
        "action_similarity": 0.8789594173431396,
        "ui_similarity": 0.8833155371791308
      }
    ],
    "query": {
      "episode_id": "017be8e3446b41a898cc60de869f7e16",
      "goal": "Open Booking.com. Search for a return flight from Milan to New York. Leave on May 24, come back on June 4. With 2 adults and 1 child in economy class. Sort by duration. A stopover is acceptable.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6972318689028422,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8991891145706177,
    "avg_ui_similarity": 0.9100278510873077
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "3f1176830c5146a0b8d54b05b59cbce7",
          "goal": "Open Booking.com. Rent a car in Paris from July 5 9 am to July 15 11 am. Filter by coupe type, Avis Car Rental supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6226052641868591,
        "action_similarity": 0.809070348739624,
        "ui_similarity": 0.8519076787737946
      },
      {
        "episode": {
          "episode_id": "e725fedae3e74bd9aa8ce09195b2ec5c",
          "goal": "Open Booking.com. Find hotels in London, from 20 September to 30 September. 3 guests in 1 family room. Filters include pet friendly, breakfast included, bathtub and spa. Sort by guest rating.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6114568710327148,
        "action_similarity": 0.9160802960395813,
        "ui_similarity": 0.8581609064111765
      },
      {
        "episode": {
          "episode_id": "83642fa4a55646fca8d96e395be836a6",
          "goal": "Open Booking.com. Search hotels in Dubai, from 1 June to 7 June. 2 guests in 1 room. US$400 to US$1000. Filter with very good, free WiFi and kitchen. Free cancellation. Sort by highest price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.60358726978302,
        "action_similarity": 0.8713880181312561,
        "ui_similarity": 0.9808870329478012
      }
    ],
    "query": {
      "episode_id": "b095339b935846ab85f5cac13123149e",
      "goal": "Open Booking.com. Look for hotels in Paris, from June 1 to June 10. 3 guests in one room, sort by guest rating with filters on balcony, room service, double bed and breakfast included.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6125498016675314,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8655128876368204,
    "avg_ui_similarity": 0.8969852060442575
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "1dff9496cc044864820b5bf340b85d13",
          "goal": "Open Booking.com. Find 2 hotel rooms in Tokyo. From June 10 to June 18. Occupants are 2 adults, 2 children. Filter by \"free wifi\" + \"5 stars\"",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8750313520431519,
        "action_similarity": 0.9277399778366089,
        "ui_similarity": 0.9454235598915617
      },
      {
        "episode": {
          "episode_id": "c7882b1a075f4cdfbbfef916cec41604",
          "goal": "Open Booking.com. Search hotels in New York, from 1 November to 15 November. 2 guests and 2 children in 2 rooms with 2 single beds. Filters include balcony. Accept online payments. Sort by distance to downtown.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6508610248565674,
        "action_similarity": 0.8857288360595703,
        "ui_similarity": 0.9620626140887696
      },
      {
        "episode": {
          "episode_id": "c0e376a416294310abcc2ba5ea245ceb",
          "goal": "Open Booking.com. Find a flight from Paris to Tokyo. Depart on July 10 and return on July 25. One adult traveller. Apply \"max 1 stops\" filters.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6392205953598022,
        "action_similarity": 0.7712035179138184,
        "ui_similarity": 0.7990654553847494
      }
    ],
    "query": {
      "episode_id": "041e1eb6a4194806ac2d38702c44603e",
      "goal": "Open Booking.com. Search hotels in Tokyo, from 5 October to 20 October. 2 guests and 1 child in 1 room. Queen-sized bed and 1 single bed. Filters include Wi-Fi, 24-hour front desk, and parking. Sort by proximity to downtown.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7217043240865072,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8615574439366659,
    "avg_ui_similarity": 0.9021838764550268
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
          "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7496223449707031,
        "action_similarity": 0.9158309698104858,
        "ui_similarity": 0.8524792766032275
      },
      {
        "episode": {
          "episode_id": "016cd29c6da8488296e7ef18f014aee1",
          "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7288168668746948,
        "action_similarity": 0.8535805940628052,
        "ui_similarity": 0.8829286301808392
      },
      {
        "episode": {
          "episode_id": "f59f9b00587345399a8e6b2ee6c4c89b",
          "goal": "Open Booking.com. Search a flight from Berlin to Toronto, depart 2 August, return 16 August with 2 adults and 2 children in economy class and sort by price with no more than two stops.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6754409670829773,
        "action_similarity": 0.8878783583641052,
        "ui_similarity": 0.9611802220282308
      }
    ],
    "query": {
      "episode_id": "213802710d024b368924915577356cc3",
      "goal": "Open Booking.com. Search for a return flight from Sydney to Toronto. Leave on June 18, come back on June 28. With 2 adults in economy class.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7179600596427917,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8857633074124655,
    "avg_ui_similarity": 0.8988627096040993
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "00b131dc132946e186a38730c90f0d58",
          "goal": "Open Booking.com. Look for a vacation home for rent in Barcelona for New Year\"s Eve. Adjust filters for city view, pet-friendly and room service.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7302075028419495,
        "action_similarity": 0.8076384663581848,
        "ui_similarity": 0.760836119915359
      },
      {
        "episode": {
          "episode_id": "b8e0d14a34234e40b0fa555d3493dfe9",
          "goal": "Open Booking.com. Book a rental car in Chicago. Pick up on July 5, drop off on July 10. Premium car size. Sort by price.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7089114785194397,
        "action_similarity": 0.9336357712745667,
        "ui_similarity": 0.8883283776462306
      },
      {
        "episode": {
          "episode_id": "e4cf61ddd9404357bca515cbe22df044",
          "goal": "Open Booking.com. Reserve a rental car in Los Angeles. Pickup on June 15 and drop off on June 30. Choose a SUV class. Sort by customer reviews.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.6537953019142151,
        "action_similarity": 0.9638247489929199,
        "ui_similarity": 0.9681025926560838
      }
    ],
    "query": {
      "episode_id": "3d4a39e943b24d24acf0eac2a7de6684",
      "goal": "Open Booking.com. Book a rental car in Barcelona. Pick up on July 20, drop off on July 29. Midsize car size. Sort by customer ratings.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6976380944252014,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9016996622085571,
    "avg_ui_similarity": 0.8724223634058911
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "1fed0a6b768a43f189c9f6963a18a02b",
          "goal": "Open Booking.com. Search a flight from Los Angeles to Sydney, depart 1 July, return 15 July with 2 adults and 1 child in economy class and sort by duration with max one stop.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8592580556869507,
        "action_similarity": 0.964891254901886,
        "ui_similarity": 0.8679701932747061
      },
      {
        "episode": {
          "episode_id": "016cd29c6da8488296e7ef18f014aee1",
          "goal": "Open Booking.com. Search a return flight from Sydney to Bangkok. Departure date 2 June, return date 20 June. 2 adults and 1 child. Economy class. Sort by price. Direct flights only.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7821458578109741,
        "action_similarity": 0.8720846772193909,
        "ui_similarity": 0.9302690296604149
      },
      {
        "episode": {
          "episode_id": "213802710d024b368924915577356cc3",
          "goal": "Open Booking.com. Search for a return flight from Sydney to Toronto. Leave on June 18, come back on June 28. With 2 adults in economy class.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7496223449707031,
        "action_similarity": 0.9158309698104858,
        "ui_similarity": 0.8524792766032279
      }
    ],
    "query": {
      "episode_id": "4dbd738bc8b147d089ff6e563ba621f4",
      "goal": "Open Booking.com. Find a return flight from Sydney to Los Angeles. Departure date October 1, return date November 1. 2 Adults in business class. Sort by shortest flight time.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.797008752822876,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9176023006439209,
    "avg_ui_similarity": 0.8835728331794496
  },
  {
    "app": "booking",
    "support": [
      {
        "episode": {
          "episode_id": "e4cf61ddd9404357bca515cbe22df044",
          "goal": "Open Booking.com. Reserve a rental car in Los Angeles. Pickup on June 15 and drop off on June 30. Choose a SUV class. Sort by customer reviews.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8120306730270386,
        "action_similarity": 0.9651136994361877,
        "ui_similarity": 0.9357323990757817
      },
      {
        "episode": {
          "episode_id": "e74c982e569d4bdfb83aa5f1aefcb175",
          "goal": "Open Booking.com. Rent a car in San Francisco from July 5 8 am to July 15 10 am. Filter by medium type, Dollar as supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.8063352108001709,
        "action_similarity": 0.8981795310974121,
        "ui_similarity": 0.8209734403853772
      },
      {
        "episode": {
          "episode_id": "a1eb6c5cff804540a50c65e3cd0fb161",
          "goal": "Open Booking.com. Rent a car in San Francisco from Sep 5 7 am to Sep 15 9 pm. Driver\"s age from 30 to 65. Filter by SUVs, Sixt supplier, automatic transmission.",
          "detected_app": "booking",
          "domain": "E-Commerce & Shopping",
          "split": "test"
        },
        "similarity": 0.7773091197013855,
        "action_similarity": 0.9413807392120361,
        "ui_similarity": 0.91053365033945
      }
    ],
    "query": {
      "episode_id": "87b4421eb48c4abab4511282f08f8e07",
      "goal": "Open Booking.com. Reserve a rental car in San Francisco. Pickup on July 15 and drop off on July 21. Choose an SUV. Sort by customer rating.",
      "detected_app": "booking",
      "domain": "E-Commerce & Shopping",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7985583345095316,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9348913232485453,
    "avg_ui_similarity": 0.8890798299335363
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "4ff77c2788c941ad9066ea9caf2d3481",
          "goal": "Open Gmail. Go to the Drafts mailbox. Check the recipient of the first email",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7970856428146362,
        "action_similarity": 0.8689969778060913,
        "ui_similarity": 0.9795814327518848
      },
      {
        "episode": {
          "episode_id": "89d2071006b84352a7a05976d53caeab",
          "goal": "Open Gmail. Go through the \"Drafts\" folder and send the first saved email draft.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7857316136360168,
        "action_similarity": 0.9026892185211182,
        "ui_similarity": 0.9914072891872209
      },
      {
        "episode": {
          "episode_id": "38a5db61e4884ef48c32be2c8e31844c",
          "goal": "Open Gmail. Access the \"Drafts\" mailbox. Delete the first draft.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7079167366027832,
        "action_similarity": 0.8008273839950562,
        "ui_similarity": 0.9831500432897858
      }
    ],
    "query": {
      "episode_id": "9ef8327f8d1d4bde9f434b385a33a2bd",
      "goal": "Open Gmail. Access the Drafts mailbox. Forward the first email to \"amy.jackson@gmail.com\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7635779976844788,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8575045267740885,
    "avg_ui_similarity": 0.9847129217429638
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "93bc46b659a743d99915f45d0a3c1639",
          "goal": "Open Gmail. open the first email present in the \"Trash\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9367111325263977,
        "action_similarity": 0.9512778520584106,
        "ui_similarity": 0.5757916198813373
      },
      {
        "episode": {
          "episode_id": "52e73573397f401a90e7a7d01503c60f",
          "goal": "Open Gmail. Delete the second email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7970879077911377,
        "action_similarity": 0.8457577228546143,
        "ui_similarity": 0.7597908873142053
      },
      {
        "episode": {
          "episode_id": "adc060b75fa94d8a9eb379933e6d3039",
          "goal": "Open Gmail. Open the 2th email in the inbox, flag it as not important and then archive it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.722240686416626,
        "action_similarity": 0.61944580078125,
        "ui_similarity": 0.6854066800953142
      }
    ],
    "query": {
      "episode_id": "8ff4094c6ad046818f110f8ada70c586",
      "goal": "Open Gmail. Open the second email present in the \"Trash\" folder.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8186799089113871,
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    "avg_action_similarity": 0.8054937918980917,
    "avg_ui_similarity": 0.6736630624302856
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  {
    "app": "gmail",
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      {
        "episode": {
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          "goal": "Open Gmail. Go to the Drafts mailbox. Check the recipient of the first email",
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          "split": "test"
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      {
        "episode": {
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          "goal": "Open Gmail. Access the \"Drafts\" mailbox. Delete the first draft.",
          "detected_app": "gmail",
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          "split": "test"
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        "similarity": 0.7974787950515747,
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      {
        "episode": {
          "episode_id": "9ef8327f8d1d4bde9f434b385a33a2bd",
          "goal": "Open Gmail. Access the Drafts mailbox. Forward the first email to \"amy.jackson@gmail.com\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.7857316136360168,
        "action_similarity": 0.9026892185211182,
        "ui_similarity": 0.9914072891872209
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    ],
    "query": {
      "episode_id": "89d2071006b84352a7a05976d53caeab",
      "goal": "Open Gmail. Go through the \"Drafts\" folder and send the first saved email draft.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "avg_action_similarity": 0.9098180135091146,
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  {
    "app": "gmail",
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      {
        "episode": {
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          "goal": "Open Gmail. Compose an email to multiple recipients testautomationtest101@gmail.com and testautomationtest202@gmail.com with the subject \"Group Email\", and the body saying \"This is a test group email for task generation\"",
          "detected_app": "gmail",
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      {
        "episode": {
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          "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.8696340322494507,
        "action_similarity": 0.9519304037094116,
        "ui_similarity": 0.9775741925103522
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      {
        "episode": {
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          "goal": "Open Gmail. Compose a new email to \"tasktest1234@gmail.com\". Use \"Email Task Test\" as the subject, include in the content: \"This is an email sent for task testing and generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.8656026124954224,
        "action_similarity": 0.9486653208732605,
        "ui_similarity": 0.7929070705543597
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    "query": {
      "episode_id": "2312aafe6b424f08ba634f857ad20615",
      "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.9517491658528646,
    "avg_ui_similarity": 0.8088269496568995
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  {
    "app": "gmail",
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      {
        "episode": {
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          "goal": "Open Gmail. Erase the first email located in the \"Spam\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9577112197875977,
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      {
        "episode": {
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          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.9309885501861572,
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      {
        "episode": {
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          "goal": "Open Gmail. Go to Spam mailbox. Mark the first email as not spam and then move it to inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.8589646816253662,
        "action_similarity": 0.8354222178459167,
        "ui_similarity": 0.9841029378739575
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    "query": {
      "episode_id": "a31d98096b524a798ca0de33ee237383",
      "goal": "Open Gmail. Erase the second email located in the \"Spam\" folder.",
      "detected_app": "gmail",
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    "avg_action_similarity": 0.8512584765752157,
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  {
    "app": "gmail",
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      {
        "episode": {
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          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.9749960899353027,
        "action_similarity": 0.9777131080627441,
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      {
        "episode": {
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          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.8656026124954224,
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      {
        "episode": {
          "episode_id": "a0d70c0aaa134996827ed3cfe274a2ad",
          "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with the subject \"Demo Email\", and the body saying \"This is a demonstration email for task generation\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.7919422388076782,
        "action_similarity": 0.9539941549301147,
        "ui_similarity": 0.7925625895505959
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    "query": {
      "episode_id": "badcc8f1444542ad87fd30c2da1e03cf",
      "goal": "Open Gmail. Compose a new email to \"tasktest1234@gmail.com\". Use \"Email Task Test\" as the subject, include in the content: \"This is an email sent for task testing and generation.\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "avg_action_similarity": 0.9601241946220398,
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  {
    "app": "gmail",
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        "episode": {
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          "goal": "Open Gmail. Archive the first unread email in the inbox.",
          "detected_app": "gmail",
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          "split": "test"
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        "similarity": 0.9077128171920776,
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      {
        "episode": {
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          "goal": "Open Gmail. Mark the first three emails in the inbox as unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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      {
        "episode": {
          "episode_id": "d088642f5e8240e9b5c77e80e501a7da",
          "goal": "Open Gmail. Select the first email in the \"Junk\" folder and move it to the \"Unread\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.7866432666778564,
        "action_similarity": 0.7255434393882751,
        "ui_similarity": 0.6926302300844538
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    "query": {
      "episode_id": "c1ba156504a34433bd4d1f312825eafe",
      "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "avg_action_similarity": 0.7236210306485494,
    "avg_ui_similarity": 0.5092103313555655
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  {
    "app": "gmail",
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        "episode": {
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          "goal": "Open Gmail. Search emails from \"BBC sports\". Read the lastest email.",
          "detected_app": "gmail",
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          "split": "test"
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        "similarity": 0.7433257699012756,
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        "episode": {
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          "goal": "Open Gmail. Search emails from \"Amazon\". Read the most recent email.",
          "detected_app": "gmail",
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          "split": "test"
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        "episode": {
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          "goal": "Open Gmail. Search emails with the subject \"Meeting Notes\". Open the latest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.666203498840332,
        "action_similarity": 0.8699631690979004,
        "ui_similarity": 0.645058369499848
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    "query": {
      "episode_id": "cd82a996ce47429bbbc90a09ae96cc67",
      "goal": "Open Gmail. Search emails from \"BBC News\". Read the newest email.",
      "detected_app": "gmail",
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    "avg_action_similarity": 0.870245118935903,
    "avg_ui_similarity": 0.8369567129615619
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  {
    "app": "gmail",
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      {
        "episode": {
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          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
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          "split": "test"
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        "similarity": 0.6767877340316772,
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      {
        "episode": {
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          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "episode": {
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          "goal": "Open Gmail. Delete the second email in inbox.",
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          "split": "test"
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    "query": {
      "episode_id": "fb9434f53d09451cb8896954341acb47",
      "goal": "Open Gmail. Search emails that contain \"Verification\". Delete the third one.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.7641246120134989,
    "avg_ui_similarity": 0.7458242708259797
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  {
    "app": "gmail",
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        "episode": {
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          "goal": "Open Gmail. Go through the \"Drafts\" folder and send the first saved email draft.",
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      {
        "episode": {
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          "goal": "Open Gmail. Access the Drafts mailbox. Forward the first email to \"amy.jackson@gmail.com\".",
          "detected_app": "gmail",
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          "split": "test"
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        "episode": {
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          "detected_app": "gmail",
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        "similarity": 0.7368138432502747,
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    "query": {
      "episode_id": "4ff77c2788c941ad9066ea9caf2d3481",
      "goal": "Open Gmail. Go to the Drafts mailbox. Check the recipient of the first email",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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          "goal": "Open Gmail. Apply a label named \"work\" to the five recent emails in the inbox.",
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        "episode": {
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    "query": {
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      "goal": "Open Gmail. Apply a new label called \"Work\" to the first email in the inbox.",
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      "domain": "Productivity & Tools",
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        "episode": {
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        "action_similarity": 0.8354222178459167,
        "ui_similarity": 0.9841029378739576
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    ],
    "query": {
      "episode_id": "746b5abc358740e797f55bdacd017724",
      "goal": "Open Gmail. Go to Spam mailbox. Mark the first email as not spam and then move it to inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8174406290054321,
    "avg_ui_similarity": 0.9741144846853141
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    "app": "gmail",
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        "episode": {
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          "goal": "Open Gmail. Open the 2th email in the inbox, flag it as not important and then archive it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.8117940425872803,
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        "similarity": 0.7775578498840332,
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      {
        "episode": {
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          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.7701311707496643,
        "action_similarity": 0.9220781922340393,
        "ui_similarity": 0.7366283836554758
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    ],
    "query": {
      "episode_id": "2951c740f1624169973a2090b7deaf91",
      "goal": "Open Gmail. Open the second email in the inbox, mark it as unread and then move it to \"Archive\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
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    "avg_action_similarity": 0.8282257517178854,
    "avg_ui_similarity": 0.7119433086647019
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "dbed5e30bf934edc94d6c19fd2d54009",
          "goal": "Open Gmail. Compose an email to multiple recipients testautomationtest101@gmail.com and testautomationtest202@gmail.com with the subject \"Group Email\", and the body saying \"This is a test group email for task generation\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.835106372833252,
        "action_similarity": 0.9271844029426575,
        "ui_similarity": 0.7841216418601165
      },
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7729305028915405,
        "action_similarity": 0.9484717845916748,
        "ui_similarity": 0.7954566789997196
      },
      {
        "episode": {
          "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
          "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.750302791595459,
        "action_similarity": 0.9555943608283997,
        "ui_similarity": 0.7122665251740465
      }
    ],
    "query": {
      "episode_id": "114cff9c017148b586a6c3a7f360bf97",
      "goal": "Open Gmail. Write an email to several recipients nametest101@gmail.com and testname202@gmail.com. The subject should read \"Collective Email\", and the body needs to mention \"This is a mass email for task production\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7861132224400839,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9437501827875773,
    "avg_ui_similarity": 0.7639482820112943
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "114cff9c017148b586a6c3a7f360bf97",
          "goal": "Open Gmail. Write an email to several recipients nametest101@gmail.com and testname202@gmail.com. The subject should read \"Collective Email\", and the body needs to mention \"This is a mass email for task production\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6369615793228149,
        "action_similarity": 0.9285613298416138,
        "ui_similarity": 0.9706590767074369
      },
      {
        "episode": {
          "episode_id": "badcc8f1444542ad87fd30c2da1e03cf",
          "goal": "Open Gmail. Compose a new email to \"tasktest1234@gmail.com\". Use \"Email Task Test\" as the subject, include in the content: \"This is an email sent for task testing and generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6155134439468384,
        "action_similarity": 0.9217338562011719,
        "ui_similarity": 0.979863568710538
      },
      {
        "episode": {
          "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
          "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.612064003944397,
        "action_similarity": 0.9102747440338135,
        "ui_similarity": 0.7167621576359277
      }
    ],
    "query": {
      "episode_id": "f5d6b226ee4040719cfc9e2cff13f2ff",
      "goal": "Open Gmail. Compose an email to \"team@example.com\" with a subject \"Project Update\" and body \"The project is on track and will be completed by the end of this month.\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6215130090713501,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9201899766921997,
    "avg_ui_similarity": 0.8890949343513008
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "52e73573397f401a90e7a7d01503c60f",
          "goal": "Open Gmail. Delete the second email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9020352959632874,
        "action_similarity": 0.8300411701202393,
        "ui_similarity": 0.9867874232496713
      },
      {
        "episode": {
          "episode_id": "b4ec5b38d497493f8fdf29295660f22b",
          "goal": "Open Gmail. Mark the first three emails in the inbox as unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7817882299423218,
        "action_similarity": 0.6472775936126709,
        "ui_similarity": 0.11719407629123421
      },
      {
        "episode": {
          "episode_id": "b27819a25c1f4fb3aee3739fc59644bb",
          "goal": "Open Gmail. Go to the Starred mailbox. Unstar the first email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7722076177597046,
        "action_similarity": 0.7188558578491211,
        "ui_similarity": 0.19946733128968672
      }
    ],
    "query": {
      "episode_id": "39d5c73936244189965b75392d521584",
      "goal": "Open Gmail. Delete the first email in inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8186770478884379,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7320582071940104,
    "avg_ui_similarity": 0.43448294361019735
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9020353555679321,
        "action_similarity": 0.8300411701202393,
        "ui_similarity": 0.9867874232496713
      },
      {
        "episode": {
          "episode_id": "8ff4094c6ad046818f110f8ada70c586",
          "goal": "Open Gmail. Open the second email present in the \"Trash\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7970879077911377,
        "action_similarity": 0.8457577228546143,
        "ui_similarity": 0.7597908873142052
      },
      {
        "episode": {
          "episode_id": "adc060b75fa94d8a9eb379933e6d3039",
          "goal": "Open Gmail. Open the 2th email in the inbox, flag it as not important and then archive it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7807068824768066,
        "action_similarity": 0.6879249811172485,
        "ui_similarity": 0.1963381210143137
      }
    ],
    "query": {
      "episode_id": "52e73573397f401a90e7a7d01503c60f",
      "goal": "Open Gmail. Delete the second email in inbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8266100486119589,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7879079580307007,
    "avg_ui_similarity": 0.6476388105260633
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "f7bf7eb65936484cb0fa3b4a3bf0df81",
          "goal": "Open Gmail. Search emails from \"Amazon\". Read the most recent email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8875364065170288,
        "action_similarity": 0.7534250020980835,
        "ui_similarity": 0.7005252546117261
      },
      {
        "episode": {
          "episode_id": "cd82a996ce47429bbbc90a09ae96cc67",
          "goal": "Open Gmail. Search emails from \"BBC News\". Read the newest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6159473657608032,
        "action_similarity": 0.7667763829231262,
        "ui_similarity": 0.6523796126698903
      },
      {
        "episode": {
          "episode_id": "24e9b58c02ee4d769d468817e08a9b4c",
          "goal": "Open Gmail. Search emails from \"eBay\". Open the latest email and mark it as \"Important\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6130517721176147,
        "action_similarity": 0.6853392124176025,
        "ui_similarity": 0.40397078115489177
      }
    ],
    "query": {
      "episode_id": "4a0b3885f9d7463da49184eb4fd2e8eb",
      "goal": "Open Gmail. Go to the \"Starred\" folder. If there are any emails, open the first email, else perform a search for \"Amazon\" and open the first result email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7055118481318156,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7351801991462708,
    "avg_ui_similarity": 0.5856252161455028
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8712254762649536,
        "action_similarity": 0.9546517729759216,
        "ui_similarity": 0.6559995859059865
      },
      {
        "episode": {
          "episode_id": "114cff9c017148b586a6c3a7f360bf97",
          "goal": "Open Gmail. Write an email to several recipients nametest101@gmail.com and testname202@gmail.com. The subject should read \"Collective Email\", and the body needs to mention \"This is a mass email for task production\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.835106372833252,
        "action_similarity": 0.9271844029426575,
        "ui_similarity": 0.7841216418601166
      },
      {
        "episode": {
          "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
          "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7840926647186279,
        "action_similarity": 0.9195913076400757,
        "ui_similarity": 0.5773735350731518
      }
    ],
    "query": {
      "episode_id": "dbed5e30bf934edc94d6c19fd2d54009",
      "goal": "Open Gmail. Compose an email to multiple recipients testautomationtest101@gmail.com and testautomationtest202@gmail.com with the subject \"Group Email\", and the body saying \"This is a test group email for task generation\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8301415046056112,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9338091611862183,
    "avg_ui_similarity": 0.6724982542797516
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "d9fe0cf2d5004c809ad1704c2cc8d880",
          "goal": "Open Gmail. Create an email addressed to automationtest202@gmail.com with \"Notice\" as the subject and \"This is an announcement for the upcoming software testing symposium\" as content. Remember to send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7522071599960327,
        "action_similarity": 0.9486867785453796,
        "ui_similarity": 0.9609454683902829
      },
      {
        "episode": {
          "episode_id": "3a81197757574520b1dd72735e2d60aa",
          "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with \"Invitation\" as subject and \"You are invited for the upcoming automation testing event\" as body. Send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7444345951080322,
        "action_similarity": 0.9398244023323059,
        "ui_similarity": 0.5945939347347369
      },
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7274969816207886,
        "action_similarity": 0.9406608939170837,
        "ui_similarity": 0.9798575579949516
      }
    ],
    "query": {
      "episode_id": "e70f297ceef2487fbc713c642d6f4782",
      "goal": "Open Gmail. Compose an email to softwaretesting@gmail.com with \"Software Testing Workshop\" as subject and \"Please join our software testing workshop next weekend.\" as body. Send the email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7413795789082845,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9430573582649231,
    "avg_ui_similarity": 0.8451323203733239
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "c1ba156504a34433bd4d1f312825eafe",
          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7866432666778564,
        "action_similarity": 0.7255434393882751,
        "ui_similarity": 0.6926302300844535
      },
      {
        "episode": {
          "episode_id": "3057aee26a234c528a290588b0d57a1d",
          "goal": "Open Gmail. Archive the first unread email in the inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7799704670906067,
        "action_similarity": 0.7757805585861206,
        "ui_similarity": 0.8137894364652636
      },
      {
        "episode": {
          "episode_id": "b4ec5b38d497493f8fdf29295660f22b",
          "goal": "Open Gmail. Mark the first three emails in the inbox as unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7277654409408569,
        "action_similarity": 0.6165682077407837,
        "ui_similarity": 0.6221240154080508
      }
    ],
    "query": {
      "episode_id": "d088642f5e8240e9b5c77e80e501a7da",
      "goal": "Open Gmail. Select the first email in the \"Junk\" folder and move it to the \"Unread\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7647930582364401,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7059640685717264,
    "avg_ui_similarity": 0.7095145606525892
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7722076177597046,
        "action_similarity": 0.7188558578491211,
        "ui_similarity": 0.19946733128968683
      },
      {
        "episode": {
          "episode_id": "e0519163c5ff43fc88443fdcda99d4a4",
          "goal": "Open Gmail. Open the Sent mailbox and move the first email to Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7304860353469849,
        "action_similarity": 0.8563347458839417,
        "ui_similarity": 0.5370123454006519
      },
      {
        "episode": {
          "episode_id": "d1af43dd8a6f4ce5b55e18a35a95a391",
          "goal": "Open Gmail. Archive the third email in the \"Starred\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6984984874725342,
        "action_similarity": 0.8089311122894287,
        "ui_similarity": 0.37591650965233186
      }
    ],
    "query": {
      "episode_id": "b27819a25c1f4fb3aee3739fc59644bb",
      "goal": "Open Gmail. Go to the Starred mailbox. Unstar the first email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7337307135264078,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7947072386741638,
    "avg_ui_similarity": 0.3707987287808902
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "89cb80e8c6eb4f1895d02d81cde134e2",
          "goal": "Open Gmail. Search emails with word \"Webinar\". Move all the results to \"Starred\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6288763880729675,
        "action_similarity": 0.8280286192893982,
        "ui_similarity": 0.7119733481166514
      },
      {
        "episode": {
          "episode_id": "14dba5e57ee2489da34b167f077235ba",
          "goal": "Open Gmail. Search emails with the subject \"Meeting Notes\". Open the latest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6150597333908081,
        "action_similarity": 0.9056435823440552,
        "ui_similarity": 0.713790088404107
      },
      {
        "episode": {
          "episode_id": "cd82a996ce47429bbbc90a09ae96cc67",
          "goal": "Open Gmail. Search emails from \"BBC News\". Read the newest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6016501188278198,
        "action_similarity": 0.8944625854492188,
        "ui_similarity": 0.7410427797862833
      }
    ],
    "query": {
      "episode_id": "85c41537816a4efab11fbbd10fe3687c",
      "goal": "Open Gmail. Search emails with word \"Conference\". Star all the results.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6151954134305319,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8760449290275574,
    "avg_ui_similarity": 0.722268738769014
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "89d2071006b84352a7a05976d53caeab",
          "goal": "Open Gmail. Go through the \"Drafts\" folder and send the first saved email draft.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7974787950515747,
        "action_similarity": 0.8934230804443359,
        "ui_similarity": 0.9872140895003995
      },
      {
        "episode": {
          "episode_id": "4ff77c2788c941ad9066ea9caf2d3481",
          "goal": "Open Gmail. Go to the Drafts mailbox. Check the recipient of the first email",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7368138432502747,
        "action_similarity": 0.8914690017700195,
        "ui_similarity": 0.9870497800433383
      },
      {
        "episode": {
          "episode_id": "9ef8327f8d1d4bde9f434b385a33a2bd",
          "goal": "Open Gmail. Access the Drafts mailbox. Forward the first email to \"amy.jackson@gmail.com\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7079167366027832,
        "action_similarity": 0.8008273839950562,
        "ui_similarity": 0.9831500432897856
      }
    ],
    "query": {
      "episode_id": "38a5db61e4884ef48c32be2c8e31844c",
      "goal": "Open Gmail. Access the \"Drafts\" mailbox. Delete the first draft.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7474031249682108,
    "target_shot": 3,
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        "episode": {
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          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6661731004714966,
        "action_similarity": 0.7843973636627197,
        "ui_similarity": 0.8496487564042776
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      {
        "episode": {
          "episode_id": "3057aee26a234c528a290588b0d57a1d",
          "goal": "Open Gmail. Archive the first unread email in the inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6430896520614624,
        "action_similarity": 0.740978479385376,
        "ui_similarity": 0.8535735757783605
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    ],
    "query": {
      "episode_id": "9b551cfc70cf47f7b6680bb4c56d56fd",
      "goal": "Open Gmail. Direct reply the first email with content \"Understood\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.665293018023173,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8134665489196777,
    "avg_ui_similarity": 0.8800885793980241
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "d1e2b020bc574a1b9421fbdc93906a08",
          "goal": "Open Gmail. Check out the \"Sent\" mailbox and move the third email into the Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7861436605453491,
        "action_similarity": 0.6877187490463257,
        "ui_similarity": 0.9630130555241958
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      {
        "episode": {
          "episode_id": "2746adcb47fd4c9d883c4665d37483df",
          "goal": "Open Gmail. Go to the \"Sent\" folder. Read the first email in the list, and then return it to the \"Inbox\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6782806515693665,
        "action_similarity": 0.696250319480896,
        "ui_similarity": 0.5957824410839532
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      {
        "episode": {
          "episode_id": "d1af43dd8a6f4ce5b55e18a35a95a391",
          "goal": "Open Gmail. Archive the third email in the \"Starred\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.643994152545929,
        "action_similarity": 0.600787878036499,
        "ui_similarity": 0.878018193952118
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    ],
    "query": {
      "episode_id": "1cb9048b34114235b0c8031feb3612f0",
      "goal": "Open Gmail. Go to the Sent mailbox. Forward the third email to \"mark.taylor@gmail.com\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7028061548868815,
    "target_shot": 3,
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    "avg_action_similarity": 0.6615856488545736,
    "avg_ui_similarity": 0.8122712301867557
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "b2e009ed8d454b7da49eaf41557337eb",
          "goal": "Open Gmail. Go through the \"Sent\" folder and delete the fifth sent email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.680851399898529,
        "action_similarity": 0.6812595129013062,
        "ui_similarity": 0.5668165820028535
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      {
        "episode": {
          "episode_id": "39d5c73936244189965b75392d521584",
          "goal": "Open Gmail. Delete the first email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6526733636856079,
        "action_similarity": 0.6309808492660522,
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      {
        "episode": {
          "episode_id": "52e73573397f401a90e7a7d01503c60f",
          "goal": "Open Gmail. Delete the second email in inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6433011293411255,
        "action_similarity": 0.7060545682907104,
        "ui_similarity": 0.27338956166956896
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    ],
    "query": {
      "episode_id": "81046c2feba340c1b49c0c5f64597dcc",
      "goal": "Open Gmail. Trash the fifth email in the inbox. Then, forward the fourth email to \"john_doe@example.com\" with a message \"I thought you might find this interesting!\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6589419643084208,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.6727649768193563,
    "avg_ui_similarity": 0.37199598131062617
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "3a81197757574520b1dd72735e2d60aa",
          "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with \"Invitation\" as subject and \"You are invited for the upcoming automation testing event\" as body. Send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8387871980667114,
        "action_similarity": 0.9643748998641968,
        "ui_similarity": 0.7076391314939844
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      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7916556596755981,
        "action_similarity": 0.9623323678970337,
        "ui_similarity": 0.9698396808319129
      },
      {
        "episode": {
          "episode_id": "e70f297ceef2487fbc713c642d6f4782",
          "goal": "Open Gmail. Compose an email to softwaretesting@gmail.com with \"Software Testing Workshop\" as subject and \"Please join our software testing workshop next weekend.\" as body. Send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7522071599960327,
        "action_similarity": 0.9486867785453796,
        "ui_similarity": 0.9609454683902836
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    ],
    "query": {
      "episode_id": "d9fe0cf2d5004c809ad1704c2cc8d880",
      "goal": "Open Gmail. Create an email addressed to automationtest202@gmail.com with \"Notice\" as the subject and \"This is an announcement for the upcoming software testing symposium\" as content. Remember to send the email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7942166725794474,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9584646821022034,
    "avg_ui_similarity": 0.8794747602387268
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "4a0b3885f9d7463da49184eb4fd2e8eb",
          "goal": "Open Gmail. Go to the \"Starred\" folder. If there are any emails, open the first email, else perform a search for \"Amazon\" and open the first result email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8875364065170288,
        "action_similarity": 0.7534250020980835,
        "ui_similarity": 0.7005252546117262
      },
      {
        "episode": {
          "episode_id": "cd82a996ce47429bbbc90a09ae96cc67",
          "goal": "Open Gmail. Search emails from \"BBC News\". Read the newest email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7176408171653748,
        "action_similarity": 0.7993993163108826,
        "ui_similarity": 0.9108100675492568
      },
      {
        "episode": {
          "episode_id": "24e9b58c02ee4d769d468817e08a9b4c",
          "goal": "Open Gmail. Search emails from \"eBay\". Open the latest email and mark it as \"Important\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.6402882933616638,
        "action_similarity": 0.72199547290802,
        "ui_similarity": 0.420760381500033
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    ],
    "query": {
      "episode_id": "f7bf7eb65936484cb0fa3b4a3bf0df81",
      "goal": "Open Gmail. Search emails from \"Amazon\". Read the most recent email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7484885056813558,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7582732637723287,
    "avg_ui_similarity": 0.677365234553672
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "746b5abc358740e797f55bdacd017724",
          "goal": "Open Gmail. Go to Spam mailbox. Mark the first email as not spam and then move it to inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.814504086971283,
        "action_similarity": 0.6434603333473206,
        "ui_similarity": 0.7990223756367646
      },
      {
        "episode": {
          "episode_id": "9559c6a4df854088be4bd3445051c255",
          "goal": "Open Gmail. Look for \"Spam\" folder. Delete the first email in it.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7520512342453003,
        "action_similarity": 0.7764170169830322,
        "ui_similarity": 0.9103611521137936
      },
      {
        "episode": {
          "episode_id": "137ff9c706b841fa94b2abb40895695d",
          "goal": "Open Gmail. Erase the first email located in the \"Spam\" folder.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7515749931335449,
        "action_similarity": 0.6454657316207886,
        "ui_similarity": 0.9043733448697039
      }
    ],
    "query": {
      "episode_id": "d6c0403e323346d488e782106ebf469a",
      "goal": "Open Gmail. Move the emails in the \"Promotions\" mailbox to \"Spam\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7727101047833761,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.6884476939837137,
    "avg_ui_similarity": 0.8712522908734207
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7448099851608276,
        "action_similarity": 0.9131428003311157,
        "ui_similarity": 0.9576951227630607
      },
      {
        "episode": {
          "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
          "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7260560989379883,
        "action_similarity": 0.947483241558075,
        "ui_similarity": 0.9381942571205777
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      {
        "episode": {
          "episode_id": "dbed5e30bf934edc94d6c19fd2d54009",
          "goal": "Open Gmail. Compose an email to multiple recipients testautomationtest101@gmail.com and testautomationtest202@gmail.com with the subject \"Group Email\", and the body saying \"This is a test group email for task generation\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7144185900688171,
        "action_similarity": 0.8851404786109924,
        "ui_similarity": 0.6836534508683366
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    ],
    "query": {
      "episode_id": "ee44aad6c4634c7d8088a5fca723c1f7",
      "goal": "Open Gmail. Write an email to testappium002@outlook.com. The subject is \"Test email\". The main content is \"this is a test email from  the team\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7284282247225443,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9152555068333944,
    "avg_ui_similarity": 0.8598476102506583
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  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "badcc8f1444542ad87fd30c2da1e03cf",
          "goal": "Open Gmail. Compose a new email to \"tasktest1234@gmail.com\". Use \"Email Task Test\" as the subject, include in the content: \"This is an email sent for task testing and generation.\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.9749960899353027,
        "action_similarity": 0.9777131080627441,
        "ui_similarity": 0.7178284103922193
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      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8696340322494507,
        "action_similarity": 0.9519304037094116,
        "ui_similarity": 0.9775741925103523
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      {
        "episode": {
          "episode_id": "a0d70c0aaa134996827ed3cfe274a2ad",
          "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with the subject \"Demo Email\", and the body saying \"This is a demonstration email for task generation\"",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8144977688789368,
        "action_similarity": 0.9447224140167236,
        "ui_similarity": 0.5848444654996032
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    ],
    "query": {
      "episode_id": "8f853a2023a74374a5737bb0f02e0e49",
      "goal": "Open Gmail. Compose a new email to \"exampletest1234@gmail.com\". Use \"Test Email\" as the subject, and include in the content: \"This is a test email for task generation.\"",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8863759636878967,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9581219752629598,
    "avg_ui_similarity": 0.7600823561340583
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "e0519163c5ff43fc88443fdcda99d4a4",
          "goal": "Open Gmail. Open the Sent mailbox and move the first email to Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7492156624794006,
        "action_similarity": 0.7791222333908081,
        "ui_similarity": 0.723191691442144
      },
      {
        "episode": {
          "episode_id": "3057aee26a234c528a290588b0d57a1d",
          "goal": "Open Gmail. Archive the first unread email in the inbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7440365552902222,
        "action_similarity": 0.7393227815628052,
        "ui_similarity": 0.6052564962006981
      },
      {
        "episode": {
          "episode_id": "c1ba156504a34433bd4d1f312825eafe",
          "goal": "Open Gmail. Read the first email in the inbox. Then mark it as Unread.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7303555011749268,
        "action_similarity": 0.80140221118927,
        "ui_similarity": 0.6920367365735148
      }
    ],
    "query": {
      "episode_id": "2746adcb47fd4c9d883c4665d37483df",
      "goal": "Open Gmail. Go to the \"Sent\" folder. Read the first email in the list, and then return it to the \"Inbox\".",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7412025729815165,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7732824087142944,
    "avg_ui_similarity": 0.6734949747387856
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "d9fe0cf2d5004c809ad1704c2cc8d880",
          "goal": "Open Gmail. Create an email addressed to automationtest202@gmail.com with \"Notice\" as the subject and \"This is an announcement for the upcoming software testing symposium\" as content. Remember to send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8387870788574219,
        "action_similarity": 0.9643748998641968,
        "ui_similarity": 0.7076391314939842
      },
      {
        "episode": {
          "episode_id": "2312aafe6b424f08ba634f857ad20615",
          "goal": "Open Gmail. Compose an email to \"testautomation101@gmail.com\" and \"automationtest202@gmail.com\" with the subject \"Group Test Email\", and the body saying \"This is a test for task generation\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8116945028305054,
        "action_similarity": 0.9561542272567749,
        "ui_similarity": 0.6381926764218431
      },
      {
        "episode": {
          "episode_id": "e70f297ceef2487fbc713c642d6f4782",
          "goal": "Open Gmail. Compose an email to softwaretesting@gmail.com with \"Software Testing Workshop\" as subject and \"Please join our software testing workshop next weekend.\" as body. Send the email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7444345951080322,
        "action_similarity": 0.9398244023323059,
        "ui_similarity": 0.5945939347347371
      }
    ],
    "query": {
      "episode_id": "3a81197757574520b1dd72735e2d60aa",
      "goal": "Open Gmail. Compose an email to testautomation101@gmail.com with \"Invitation\" as subject and \"You are invited for the upcoming automation testing event\" as body. Send the email.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.7983053922653198,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.9534511764844259,
    "avg_ui_similarity": 0.6468085808835214
  },
  {
    "app": "gmail",
    "support": [
      {
        "episode": {
          "episode_id": "d1e2b020bc574a1b9421fbdc93906a08",
          "goal": "Open Gmail. Check out the \"Sent\" mailbox and move the third email into the Starred mailbox.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.8361175656318665,
        "action_similarity": 0.9191702008247375,
        "ui_similarity": 0.9744835402274288
      },
      {
        "episode": {
          "episode_id": "2746adcb47fd4c9d883c4665d37483df",
          "goal": "Open Gmail. Go to the \"Sent\" folder. Read the first email in the list, and then return it to the \"Inbox\".",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7492156624794006,
        "action_similarity": 0.7791222333908081,
        "ui_similarity": 0.7231916914421432
      },
      {
        "episode": {
          "episode_id": "b27819a25c1f4fb3aee3739fc59644bb",
          "goal": "Open Gmail. Go to the Starred mailbox. Unstar the first email.",
          "detected_app": "gmail",
          "domain": "Productivity & Tools",
          "split": "test"
        },
        "similarity": 0.7304860353469849,
        "action_similarity": 0.8563347458839417,
        "ui_similarity": 0.5370123454006519
      }
    ],
    "query": {
      "episode_id": "e0519163c5ff43fc88443fdcda99d4a4",
      "goal": "Open Gmail. Open the Sent mailbox and move the first email to Starred mailbox.",
      "detected_app": "gmail",
      "domain": "Productivity & Tools",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.771939754486084,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8515423933664957,
    "avg_ui_similarity": 0.7448958590234079
  },
  {
    "app": "citymapper",
    "support": [
      {
        "episode": {
          "episode_id": "95185451ded04c7880fd032a29e86bc4",
          "goal": "Open Citymapper. Save the Columbia University as a favorite place and name it CU.",
          "detected_app": "citymapper",
          "domain": "Navigation & Transportation",
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    "query": {
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      "goal": "Open Youtube Music. Search the artist \"Taylor Swift\" and play the first song from her top hits list.",
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      "domain": "Music & Podcasts",
      "split": "test"
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    "avg_action_similarity": 0.8325323263804117,
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  {
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      "goal": "Open Youtube Music. Open \"Settings\". Change the quality of the music video to 360p.",
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          "goal": "Open Youtube Music. Search the artist \"Billie Eilish\" and play the first song from her top hits list.",
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      {
        "episode": {
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        "episode": {
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        "episode": {
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  {
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        "episode": {
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    "query": {
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      {
        "episode": {
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          "goal": "Open NBC_News. Tap on \"Sports\", find a news item on \"basketball\", and share it via email.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.8695427775382996,
        "action_similarity": 0.9707823991775513,
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      {
        "episode": {
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          "goal": "Open NBC_News. Navigate in the application and find the \"Sports\" section. Open the top story.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.7828509211540222,
        "action_similarity": 0.9362962245941162,
        "ui_similarity": 0.9144121167394981
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    ],
    "query": {
      "episode_id": "f6f42a9596584cc3b3302ecb502efa24",
      "goal": "Open NBC_News. In the \"Sports\" section, find and read an article about \"Basketball\".",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8447802861531576,
    "target_shot": 3,
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    "avg_action_similarity": 0.9608143170674642,
    "avg_ui_similarity": 0.9447071902801133
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  {
    "app": "nbc news",
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      {
        "episode": {
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          "goal": "Open NBC_News. Go to the \"Business\" category, read the second news.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.7584552764892578,
        "action_similarity": 0.897030770778656,
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      {
        "episode": {
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          "goal": "Open NBC_News. From the \"latest stories\" section, open the first item and read the up-to-date information.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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      {
        "episode": {
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          "goal": "Open NBC_News. Open the \"Business\" section, open the first article.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.6669290661811829,
        "action_similarity": 0.8945871591567993,
        "ui_similarity": 0.9267163558541925
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    "query": {
      "episode_id": "995c006a845b43218882161c9bbfae85",
      "goal": "Open NBC News. Search for news about \"Startups\", then read the second news.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8818657199541727,
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  {
    "app": "nbc news",
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      {
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          "goal": "Open NBC_News. Open the \"Business\" section, open the first article.",
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          "domain": "News & Media",
          "split": "test"
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      {
        "episode": {
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          "goal": "Open NBC_News. On the homepage, open a random news piece from the \"latest stories\" category to read.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.8334147334098816,
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      {
        "episode": {
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          "goal": "Open NBC_News. From the \"latest stories\" section, open the first item and read the up-to-date information.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.8141040802001953,
        "action_similarity": 0.8255022764205933,
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    "query": {
      "episode_id": "e6e6cf400af14b60822a5183f0e43f37",
      "goal": "Open NBC News. Open the \"NBC Select\" section, open the second item.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8394474188486735,
    "avg_ui_similarity": 0.8582568733330761
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  {
    "app": "nbc news",
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      {
        "episode": {
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          "goal": "Open NBC_News. Go to the \"Business\" category, read the second news.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.9042812585830688,
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      {
        "episode": {
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          "goal": "Open NBC News. Open the \"NBC Select\" section, open the second item.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.8585177063941956,
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      {
        "episode": {
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          "goal": "Open NBC_News. On the homepage, open a random news piece from the \"latest stories\" category to read.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.8315119743347168,
        "action_similarity": 0.9158194661140442,
        "ui_similarity": 0.8641977572423114
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    "query": {
      "episode_id": "cabadfc7510d40fd9deef011dc8b0f71",
      "goal": "Open NBC_News. Open the \"Business\" section, open the first article.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.8647703131039938,
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    "avg_action_similarity": 0.9108171463012695,
    "avg_ui_similarity": 0.8898397366267009
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  {
    "app": "nbc news",
    "support": [
      {
        "episode": {
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          "goal": "Open NBC_News. Go to the \"Business\" category, read the second news.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.702377438545227,
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      {
        "episode": {
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          "goal": "Open NBC_News. Open the \"Business\" section, open the first article.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.6954240202903748,
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      {
        "episode": {
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          "goal": "Open NBC_News. From the \"latest stories\" section, open the first item and read the up-to-date information.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.6719385981559753,
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    "query": {
      "episode_id": "632d3dc5cae44d7c8cfb7898b2240cb1",
      "goal": "Open NBC_News. search for \"stock market\", click on the first news item.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8210426767667135,
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  {
    "app": "nbc news",
    "support": [
      {
        "episode": {
          "episode_id": "6aa4fe0cbe6f4b6baa39332e5654f1b1",
          "goal": "Open NBC News. Open the \"Sports\" tab, find and read about the latest \"Basketball\" match.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.6277965307235718,
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      {
        "episode": {
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          "goal": "Open NBC_News. Navigate in the application and find the \"Sports\" section. Open the top story.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.6169246435165405,
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      {
        "episode": {
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          "goal": "Open NBC_News. Tap on \"Sports\", find a news item on \"basketball\", and share it via email.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.6125345826148987,
        "action_similarity": 0.8648627400398254,
        "ui_similarity": 0.9224750868134749
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    "query": {
      "episode_id": "88b2ca4bd3c34098aa7f1623e7782eda",
      "goal": "Open NBC_News. Search for \"Cricket\", click on the top news.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8545209169387817,
    "avg_ui_similarity": 0.8962189730999247
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  {
    "app": "nbc news",
    "support": [
      {
        "episode": {
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          "goal": "Open NBC_News. In the \"Health\" section, click on the first articles.",
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          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.6735289692878723,
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      {
        "episode": {
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          "goal": "Open NBC_News. Search for news about \"climate change\", open the first result and read it fully.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.6440299153327942,
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      {
        "episode": {
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          "goal": "Open NBC News. Search for news related to \"Cybersecurity\", and read the second article from the results.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.6097192764282227,
        "action_similarity": 0.9073671102523804,
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    "query": {
      "episode_id": "2fb09ff24f004bd3a61ad0c04b11479f",
      "goal": "Open NBC_News. search for the first article related to \"Pandemic\".",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
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    "k_shot": 3,
    "avg_similarity": 0.642426053682963,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.8501728375752767,
    "avg_ui_similarity": 0.9233302767761732
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  {
    "app": "nbc news",
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      {
        "episode": {
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          "goal": "Open NBC_News. On the homepage, open a random news piece from the \"latest stories\" category to read.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.8660097122192383,
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      {
        "episode": {
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          "goal": "Open NBC News. Open the \"NBC Select\" section, open the second item.",
          "detected_app": "nbc news",
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          "split": "test"
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        "similarity": 0.8141040802001953,
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      {
        "episode": {
          "episode_id": "954bcaba68b2417199cb250c6539c735",
          "goal": "Open NBC_News. Browse the latest articles under \" World \". Select and open the third article.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.8121059536933899,
        "action_similarity": 0.9079239368438721,
        "ui_similarity": 0.9543145407555329
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    "query": {
      "episode_id": "2b2a61c868764560a40a294e24ef44f8",
      "goal": "Open NBC_News. From the \"latest stories\" section, open the first item and read the up-to-date information.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
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    "k_shot": 3,
    "avg_similarity": 0.8307399153709412,
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    "avg_action_similarity": 0.8893371025721232,
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  {
    "app": "nbc news",
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      {
        "episode": {
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          "goal": "Open NBC_News. Open the \"Politics\" tab and read the top three news articles.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.9048764109611511,
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      {
        "episode": {
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          "goal": "Open NBC News. On the homepage, open any news piece from the \"Politics\" category to read.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
        },
        "similarity": 0.8504610061645508,
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      {
        "episode": {
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          "goal": "Open NBC_News. From the \"latest stories\" section, open the first item and read the up-to-date information.",
          "detected_app": "nbc news",
          "domain": "News & Media",
          "split": "test"
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        "similarity": 0.7785233855247498,
        "action_similarity": 0.9220959544181824,
        "ui_similarity": 0.9346929979595752
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    "query": {
      "episode_id": "b371921f6dcd47ad8bb3ffa7cb4083bb",
      "goal": "Open NBC_News. Navigate to \"Politics\" section and browse the latest news.",
      "detected_app": "nbc news",
      "domain": "News & Media",
      "split": "test"
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    "k_shot": 3,
    "avg_similarity": 0.8446202675501505,
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    "avg_action_similarity": 0.9236903389294943,
    "avg_ui_similarity": 0.8998975910889353
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  {
    "app": "signal",
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          "goal": "Open Signal. Create a group named 'lunch' with Johnson and Bruce. And send a message 'this is the group' to the group.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
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        "similarity": 0.7434934377670288,
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          "goal": "Open Signal. Send the current location to the group 'lunch'.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
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        "similarity": 0.6602431535720825,
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      {
        "episode": {
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          "goal": "Open Signal. Reply to the last message from the group 'lunch' with 'good'.",
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          "domain": "Social Media & Messaging",
          "split": "test"
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        "similarity": 0.6501420736312866,
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    "query": {
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      "goal": "Open Signal. Send a message 'I will delete the group' in 'lunch' group and leave the group 'lunch' and transfer the admin to Bruce.",
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      "domain": "Social Media & Messaging",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.8324843049049377,
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  {
    "app": "signal",
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        "episode": {
          "episode_id": "c0e80d21552445d3bd0e2ad2eb8c0cf8",
          "goal": "Open Signal. Send a message 'lunch at 1pm?' to Johnson.",
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          "domain": "Social Media & Messaging",
          "split": "test"
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        "similarity": 0.6591873168945312,
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      {
        "episode": {
          "episode_id": "68795fdd2cf94e749b8cf5cc260fcb3d",
          "goal": "Open Signal. Video call Johnson.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
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        "similarity": 0.6496836543083191,
        "action_similarity": 0.8339345455169678,
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        "episode": {
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          "goal": "Open Signal. Send the file 'alarmLog.txt' to Johnson.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.6370825171470642,
        "action_similarity": 0.6656171679496765,
        "ui_similarity": 0.5250464298216
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    ],
    "query": {
      "episode_id": "2f636591b50d4378b810b4a39440e21e",
      "goal": "Open Signal. Block the chat with Johnson.",
      "detected_app": "signal",
      "domain": "Social Media & Messaging",
      "split": "test"
    },
    "k_shot": 3,
    "avg_similarity": 0.6486511627833048,
    "target_shot": 3,
    "split": "test",
    "avg_action_similarity": 0.7512418826421102,
    "avg_ui_similarity": 0.6875609432276312
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  {
    "app": "signal",
    "support": [
      {
        "episode": {
          "episode_id": "ba5e5178117d45c7b39054d96be0c423",
          "goal": "Open Signal. What is the last message from the group 'lunch' and who is it from?",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.9678629636764526,
        "action_similarity": 0.9493916630744934,
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      {
        "episode": {
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          "goal": "Open Signal. Reply to the last message from the group 'lunch' with 'good'.",
          "detected_app": "signal",
          "domain": "Social Media & Messaging",
          "split": "test"
        },
        "similarity": 0.8796395063400269,
        "action_similarity": 0.8739396929740906,
        "ui_similarity": 0.7585831082798582
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      {
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        "similarity": 0.6496836543083191,
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      {
        "episode": {
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          "goal": "Open Signal. Send a message 'lunch at 1pm?' to Johnson.",
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          "domain": "Social Media & Messaging",
          "split": "test"
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        "similarity": 0.6075628399848938,
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      {
        "episode": {
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          "goal": "Open Signal. Voice call Bruce.",
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        "similarity": 0.6068990230560303,
        "action_similarity": 0.7761920690536499,
        "ui_similarity": 0.9109802555975942
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    "query": {
      "episode_id": "68795fdd2cf94e749b8cf5cc260fcb3d",
      "goal": "Open Signal. Video call Johnson.",
      "detected_app": "signal",
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    "avg_action_similarity": 0.8150110642115275,
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  {
    "app": "microsoft to do",
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          "goal": "Open Microsoft To Do. Create a new task list named 'Personal' and create a new task named 'Go for a walk' and set the reminder time at 6PM today.",
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          "goal": "Open Microsoft To Do. Create a new task list named 'Work'. Then create a new task to 'Prepare for the meeting' and set the reminder time at today 4PM.",
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      "goal": "Open Microsoft To Do. Create a new task named 'lunch at subway' and set the reminder time at 12PM today.",
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      "goal": "Open Microsoft To Do. Create a new task named 'Send materials to the boss' in the 'Work' list and set the due date to tomorrow.",
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  {
    "app": "microsoft to do",
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          "goal": "Open Microsoft To Do. Search for the task 'Send the email to the team' and mark it as completed.",
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      "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Send the email to the team' and set the due date to tomorrow.",
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  {
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      {
        "episode": {
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    "query": {
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  {
    "app": "microsoft to do",
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        "episode": {
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          "goal": "Open Microsoft To Do. Create a new task list named 'Personal' and create a new task named 'Go for a walk' and set the reminder time at 6PM today.",
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        "similarity": 0.7388355135917664,
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  {
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          "goal": "Open Microsoft To Do. Search for the task 'Buy cakes' and mark it as completed. Then delete the task list named 'Shopping'.",
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task list named 'Shopping' and create a new task named 'Buy cakes' and set the reminder time at 4PM this Friday.",
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      "domain": "Productivity & Tools",
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  {
    "app": "microsoft to do",
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        "episode": {
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          "goal": "Open Microsoft To Do. Create a new task list named 'Personal' and create a new task named 'Go for a walk' and set the reminder time at 6PM today.",
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        "episode": {
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          "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'fill the form' with reminder time at 5PM today and set it as important.",
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          "domain": "Productivity & Tools",
          "split": "test"
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        "similarity": 0.7312521934509277,
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    "query": {
      "episode_id": "c2b3ca0da1dc4d3fa917c41f83c1ba51",
      "goal": "Open Microsoft To Do. Create a new task in the 'Personal' list named 'Read a book' and set the reminder time at 11PM today and repeat daily.",
      "detected_app": "microsoft to do",
      "domain": "Productivity & Tools",
      "split": "test"
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    "k_shot": 3,
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    "avg_action_similarity": 0.931331217288971,
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  {
    "app": "microsoft to do",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Weekly report' and repeat the task weekly on Monday.",
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Send the report to the team' and set the due date to next Monday.",
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          "goal": "Open Microsoft To Do. Create a new task list named 'Personal' and create a new task named 'Go for a walk' and set the reminder time at 6PM today.",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Personal' list named 'Call mom' and set the reminder time at 8:30PM tomorrow.",
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    "query": {
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  {
    "app": "microsoft to do",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Write an essay' and set the due date to next Wednesday.",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Prepare for the exam' and set the due date to this Friday.",
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          "goal": "Open Microsoft To Do. Search for the task 'Read linear algebra textbook chapter 2' and mark it as completed.",
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      "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Read linear algebra textbook chapter 2' and set the due date to next Tuesday.",
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          "goal": "Open Microsoft To Do. Create a new task list named 'Work'. Then create a new task to 'Prepare for the meeting' and set the reminder time at today 4PM.",
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      "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Read the research paper' and set the reminder time at 10:30PM tomorrow.",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Prepare for the presentation' and set the due date to next Thursday.",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Read the research paper' and set the reminder time at 10:30PM tomorrow.",
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Write an essay' and set the due date to next Wednesday.",
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    "app": "microsoft to do",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Personal' list named 'Read a book' and set the reminder time at 11PM today and repeat daily.",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Weekly report' and repeat the task weekly on Monday.",
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        "similarity": 0.6205260157585144,
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task in the 'Study' list named 'Study English' and set the daily repeat.",
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      {
        "episode": {
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task list named 'Personal' and create a new task named 'Go for a walk' and set the reminder time at 6PM today.",
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          "goal": "Open Microsoft To Do. Open My Day and add a new task 'Buy a flower for mom' and set the reminder time at today 7PM.",
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        "similarity": 0.7504112720489502,
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    ],
    "query": {
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      "goal": "Open Microsoft To Do. Create a new common task named 'grocery shopping' and set the reminder time at today 6PM.",
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    "app": "microsoft to do",
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          "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Send the email to the team' and set the due date to tomorrow.",
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          "goal": "Open Microsoft To Do. Create a new task list named 'Work'. Then create a new task to 'Prepare for the meeting' and set the reminder time at today 4PM.",
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        "similarity": 0.708844006061554,
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    "query": {
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      "goal": "Open Microsoft To Do. Create a new task in the 'Work' list named 'Prepare the budget' and set the due date to next Friday and set the reminder time at next Thursday 8 PM.",
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      "domain": "Productivity & Tools",
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    "k_shot": 3,
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  {
    "app": "microsoft to do",
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        "episode": {
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