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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.), Movie 1257:Better Off Dead... (Genres: Comedy; Language: en; Overview: Lane struggles with heartbreak, attempts suicide, and finds new love.), Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 2000:Lethal Weapon (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Murtaugh partners with reckless Riggs to solve a homicide case.), Movie 3497:Max Dugan Returns (Genres: Comedy, Drama, Family; Language: en; Overview: Single mother’s life changes when estranged father returns unexpectedly.)
  There are 10 Candidates for recommendation: Movie 3069:The Effect of Gamma Rays on Man-in-the-Moon Marigolds (Genres: Drama; Language: en; Overview: Widow Beatrice and daughters struggle with dreams and societal challenges.),, Movie 2325:Orgazmo (Genres: Comedy; Language: en; Overview: Mormon Joe impresses director during scuffle while fundraising for marriage.),, Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.),, Movie 290:Once Were Warriors (Genres: Drama; Language: en; Overview: Maori family's struggle in Auckland against unemployment and domestic violence.),, Movie 2290:Stardust Memories (Genres: Comedy, Drama, Romance; Language: en; Overview: Filmmaker reflects on life, loves, and inspirations for films.),, Movie 3804:H.O.T.S. (Genres: Comedy; Language: en; Overview: Four girls create their own sorority to attract campus men.),, Movie 380:True Lies (Genres: Action, Thriller; Language: en; Overview: Harry Tasker, a secret agent, reveals his identity to save.),, Movie 647:Courage Under Fire (Genres: Drama, Thriller, Mystery, War; Language: en; Overview: Officer's friendly fire mistake leads to investigation of inconsistencies.),, Movie 3807:Sinbad and the Eye of the Tiger (Genres: Action, Adventure, Family, Fantasy, Science Fiction; Language: en; Overview: Princess Farah delays marriage until brother's transformation is reversed.), Movie 3077:42 Up (Genres: Documentary, Foreign; Language: en; Overview: Michael Apted interviews British adults about life changes after seven years.),
  
  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 2325 - Reason: This comedy offers a unique blend of humor and unconventional storytelling that aligns with the user's interest in lighthearted films like "Better Off Dead...".  
  Rank 2: Movie 647 - Reason: The dramatic and investigative elements resonate with the user's appreciation for complex narratives found in films like "To Kill a Mockingbird".  
  Rank 3: Movie 380 - Reason: The action-thriller aspects and secret identity plot relate to the user's enjoyment of suspenseful stories, similar to "North by Northwest".  
  Rank 4: Movie 3421 - Reason: This classic comedy about college life mirrors the user’s enjoyment of humorous and nostalgic themes seen in movies like "Grease".  
  Rank 5: Movie 3077 - Reason: The documentary format exploring life changes aligns with the user's interest in character-driven stories, much like "Good Will Hunting".  
  Rank 6: Movie 2290 - Reason: The reflective nature of this film on life and relationships resonates with the user's appreciation for deeper narratives, similar to "When Harry Met Sally...".  
  Rank 7: Movie 3807 - Reason: This fantasy adventure offers a family-friendly storyline that appeals to the user’s interest in light-hearted narratives, akin to "Max Dugan Returns".  
  Rank 8: Movie 3069 - Reason: The drama surrounding familial struggles aligns with the user’s preference for emotionally charged storytelling seen in "On the Waterfront".  
  Rank 9: Movie 3804 - Reason: This comedy about sorority life mirrors the user's taste for lighthearted and humorous films, similar to "Better Off Dead...".  
  Rank 10: Movie 290 - Reason: The serious themes of struggle and resilience connect with the user’s interest in profound and impactful dramas like "The Shawshank Redemption".
rejected: Rank 1: Movie 3421 - Reason: This classic comedy about college life mirrors the user’s enjoyment of humorous and nostalgic themes seen in movies like "Grease".  
  Rank 2: Movie 3807 - Reason: This fantasy adventure offers a family-friendly storyline that appeals to the user’s interest in light-hearted narratives, akin to "Max Dugan Returns".  
  Rank 3: Movie 3069 - Reason: The drama surrounding familial struggles aligns with the user’s preference for emotionally charged storytelling seen in "On the Waterfront".  
  Rank 4: Movie 647 - Reason: The dramatic and investigative elements resonate with the user's appreciation for complex narratives found in films like "To Kill a Mockingbird".  
  Rank 5: Movie 2290 - Reason: The reflective nature of this film on life and relationships resonates with the user's appreciation for deeper narratives, similar to "When Harry Met Sally...".  
  Rank 6: Movie 3077 - Reason: The documentary format exploring life changes aligns with the user's interest in character-driven stories, much like "Good Will Hunting".  
  Rank 7: Movie 2325 - Reason: This comedy offers a unique blend of humor and unconventional storytelling that aligns with the user's interest in lighthearted films like "Better Off Dead...".  
  Rank 8: Movie 3804 - Reason: This comedy about sorority life mirrors the user's taste for lighthearted and humorous films, similar to "Better Off Dead...".  
  Rank 9: Movie 290 - Reason: The serious themes of struggle and resilience connect with the user’s interest in profound and impactful dramas like "The Shawshank Redemption".
  Rank 10: Movie 380 - Reason: The action-thriller aspects and secret identity plot relate to the user's enjoyment of suspenseful stories, similar to "North by Northwest".  