prompt: You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step.
  
  This user's historical interactions: Movie 21:Get Shorty (Genres: Comedy, Thriller, Crime; Language: en; Overview: Miami mobster Chili Palmer discovers Hollywood's similarities to organized crime.), Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 246:Hoop Dreams (Genres: Documentary; Language: en; Overview: Two Chicago teens pursue basketball dreams through high school challenges.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 2693:Trekkies (Genres: Documentary; Language: en; Overview: A comedic exploration of the universe's most passionate enthusiasts.), Movie 2731:The 400 Blows (Genres: Drama; Language: fr; Overview: Antoine faces challenges with neglectful adults and authority conflicts.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 3334:Key Largo (Genres: Crime, Drama, Thriller; Language: en; Overview: Hurricane outside; mobster holds hotel guests hostage, creating inner turmoil.)
  There are 10 Candidates for recommendation: Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.),, Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.),, Movie 3679:The Decline of Western Civilization (Genres: Documentary, Music; Language: en; Overview: Film explores 1980 Los Angeles punk scene featuring iconic bands.), Movie 2935:The Lady Eve (Genres: Comedy, Romance; Language: en; Overview: Love, misunderstanding, disguise; Jean torments Charles after their split.),, Movie 1272:Patton (Genres: Drama, History, War; Language: en; Overview: "Patton" depicts the general's WWII exploits and personal flaws.),, Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.),, Movie 2437:Wilde (Genres: Drama, History; Language: en; Overview: Oscar Wilde's struggle: genius, love, marriage, and self-acceptance conflict.),, Movie 2487:Blood, Guts, Bullets and Octane (Genres: Action, Comedy, Thriller; Language: en; Overview: Two men hustle a cherry convertible, attracting dangerous trouble.),, Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.),
  
  Strictly follow the output format:
  Rank1: movieid - Reason: explain why the user would most likely enjoy this movie
  Rank2: movieid - Reason: explain why the user would likely enjoy this movie second
  ...
  Rank10: movieid - Reason: explain why the user would like this movie last
  Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.
chosen: Rank 1: Movie 3679 - Reason: This documentary explores a vibrant music scene, aligning with the user's interest in unique narratives like "Crumb" and "Hoop Dreams".  
  Rank 2: Movie 3317 - Reason: The blend of comedy and drama in this film resonates with the user's enjoyment of "Groundhog Day" and "Get Shorty".  
  Rank 3: Movie 2935 - Reason: This romantic comedy features misunderstandings and love, similar to the themes present in "My Fair Lady".  
  Rank 4: Movie 17 - Reason: The drama and romance in this film aligns with the user's appreciation for character-driven stories as seen in "Marty".  
  Rank 5: Movie 2487 - Reason: The mix of action and comedy mirrors the thrilling yet humorous aspects found in "Get Shorty".  
  Rank 6: Movie 2437 - Reason: This historical drama about Oscar Wilde connects with the user's taste for character depth as seen in "Crumb".  
  Rank 7: Movie 1380 - Reason: The romantic high school setting in "Grease" parallels the youthful themes in "Toy Story 2".  
  Rank 8: Movie 1946 - Reason: The heartfelt romance and character exploration in "Marty" matches the user's interest in emotional storytelling like in "My Fair Lady".  
  Rank 9: Movie 1272 - Reason: This historical war drama appeals to the user's preference for complex narratives, similar to "The African Queen".  
  Rank 10: Movie 3363 - Reason: The coming-of-age story in "American Graffiti" resonates with the user's interest in character-driven journeys like in "Hoop Dreams".
rejected: Rank 1: Movie 3679 - Reason: This documentary explores a vibrant music scene, aligning with the user's interest in unique narratives like "Crumb" and "Hoop Dreams".  
  Rank 2: Movie 1946 - Reason: The heartfelt romance and character exploration in "Marty" matches the user's interest in emotional storytelling like in "My Fair Lady".  
  Rank 3: Movie 2437 - Reason: This historical drama about Oscar Wilde connects with the user's taste for character depth as seen in "Crumb".  
  Rank 4: Movie 3363 - Reason: The coming-of-age story in "American Graffiti" resonates with the user's interest in character-driven journeys like in "Hoop Dreams".
  Rank 5: Movie 3317 - Reason: The blend of comedy and drama in this film resonates with the user's enjoyment of "Groundhog Day" and "Get Shorty".  
  Rank 6: Movie 2935 - Reason: This romantic comedy features misunderstandings and love, similar to the themes present in "My Fair Lady".  
  Rank 7: Movie 2487 - Reason: The mix of action and comedy mirrors the thrilling yet humorous aspects found in "Get Shorty".  
  Rank 8: Movie 1380 - Reason: The romantic high school setting in "Grease" parallels the youthful themes in "Toy Story 2".  
  Rank 9: Movie 1272 - Reason: This historical war drama appeals to the user's preference for complex narratives, similar to "The African Queen".  
  Rank 10: Movie 17 - Reason: The drama and romance in this film aligns with the user's appreciation for character-driven stories as seen in "Marty".  