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 157:Canadian Bacon (Genres: Action, Comedy; Language: en; Overview: "Canadian Bacon: Moore's comedy on war, Candy's final film."), Movie 161:Crimson Tide (Genres: Action, Thriller, Drama; Language: en; Overview: Young officer stages mutiny to stop captain from launching missiles.), Movie 248:Houseguest (Genres: Comedy, Family; Language: en; Overview: Con man pretends to be family friend to escape mob debt.), Movie 1187:Passion Fish (Genres: Drama; Language: en; Overview: Paralyzed actress forms unlikely bond with stubborn assistant in recovery.), Movie 2006:The Mask of Zorro (Genres: Action, Adventure; Language: en; Overview: Zorro trains Alejandro to fight against tyrant Don Rafael Montero.), Movie 2134:Weird Science (Genres: Comedy, Romance, Fantasy; Language: en; Overview: Two teens create a woman to boost their confidence.), Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.), Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.), Movie 3061:Holiday Inn (Genres: Comedy, Drama, Music, Romance; Language: en; Overview: Linda captivates Jim, but dancer Ted vies for her affection.), Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.)
  There are 10 Candidates for recommendation: Movie 3680:The Decline of Western Civilization Part II: The Metal Years (Genres: Documentary, Music; Language: en; Overview: Explores LA's glam metal scene with interviews and concert footage.),, Movie 637:Sgt. Bilko (Genres: Comedy, Family; Language: en; Overview: Army produces skilled fighters; Sgt. Bilko leads a misfit team.),, Movie 2049:The Happiest Millionaire (Genres: Comedy, Drama, Family, Music; Language: en; Overview: Irish immigrant John Lawless becomes butler to eccentric millionaire Biddle.),, Movie 3944:Bootmen (Genres: Comedy, Drama, Music; Language: en; Overview: Sean Odkin seeks fulfillment through dance despite his father's disapproval.), Movie 1654:FairyTale: A True Story (Genres: Fantasy, Drama, Mystery, Family; Language: en; Overview: Children's 1917 photo claimed to be first evidence of fairies.),, Movie 715:The Horseman on the Roof (Genres: War, Adventure, Drama, Romance; Language: en; Overview: A young officer aids a woman in finding her husband.),, Movie 2003:Gremlins (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Billy's pet Gizmo causes chaos after breaking care rules.),, Movie 553:Tombstone (Genres: Action, Adventure, Drama, History, Western; Language: en; Overview: Wyatt Earp and brothers confront gang threats in Tombstone together.),, Movie 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.),, Movie 897:For Whom the Bell Tolls (Genres: Drama, History, Romance, Thriller; Language: en; Overview: Robert Jordan faces danger in 1930s Spain during civil war.),
  
  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 897 - Reason: The film's dramatic and historical elements resonate with the user's interest in complex narratives, similar to "The Color Purple" and "Passion Fish."  
  Rank 2: Movie 2049 - Reason: This movie blends comedy and drama, appealing to the user's enjoyment of family-oriented films like "Office Space" and "Houseguest."  
  Rank 3: Movie 715 - Reason: The adventure and romantic aspects align with the user's preference for dramatic storytelling, akin to "Crimson Tide" and "The Color Purple."  
  Rank 4: Movie 1654 - Reason: This fantasy drama appeals to the user's interest in imaginative storytelling, similar to the whimsical elements in "Weird Science."  
  Rank 5: Movie 637 - Reason: The comedic and family themes match the user's enjoyment of light-hearted films, reminiscent of "Canadian Bacon" and "Office Space."  
  Rank 6: Movie 553 - Reason: The action and historical context connect with the user's taste for engaging narratives, as seen in "The Mask of Zorro" and "Crimson Tide."  
  Rank 7: Movie 62 - Reason: The music and drama elements reflect the user's appreciation for heartfelt stories, similar to "Passion Fish" and "The Color Purple."  
  Rank 8: Movie 3680 - Reason: The documentary aspect combined with music aligns with the user's eclectic taste, as seen in their interest in various genres.  
  Rank 9: Movie 2003 - Reason: The blend of comedy and fantasy resonates with the user's enjoyment of fun narratives, akin to "Weird Science" and "Office Space."  
  Rank 10: Movie 3944 - Reason: This film's focus on dance and drama relates to the user's appreciation for character-driven stories, similar to "Holiday Inn" and "Passion Fish."
rejected: Rank 1: Movie 2003 - Reason: The blend of comedy and fantasy resonates with the user's enjoyment of fun narratives, akin to "Weird Science" and "Office Space."  
  Rank 2: Movie 62 - Reason: The music and drama elements reflect the user's appreciation for heartfelt stories, similar to "Passion Fish" and "The Color Purple."  
  Rank 3: Movie 3680 - Reason: The documentary aspect combined with music aligns with the user's eclectic taste, as seen in their interest in various genres.  
  Rank 4: Movie 2049 - Reason: This movie blends comedy and drama, appealing to the user's enjoyment of family-oriented films like "Office Space" and "Houseguest."  
  Rank 5: Movie 3944 - Reason: This film's focus on dance and drama relates to the user's appreciation for character-driven stories, similar to "Holiday Inn" and "Passion Fish."
  Rank 6: Movie 897 - Reason: The film's dramatic and historical elements resonate with the user's interest in complex narratives, similar to "The Color Purple" and "Passion Fish."  
  Rank 7: Movie 715 - Reason: The adventure and romantic aspects align with the user's preference for dramatic storytelling, akin to "Crimson Tide" and "The Color Purple."  
  Rank 8: Movie 637 - Reason: The comedic and family themes match the user's enjoyment of light-hearted films, reminiscent of "Canadian Bacon" and "Office Space."  
  Rank 9: Movie 1654 - Reason: This fantasy drama appeals to the user's interest in imaginative storytelling, similar to the whimsical elements in "Weird Science."  
  Rank 10: Movie 553 - Reason: The action and historical context connect with the user's taste for engaging narratives, as seen in "The Mask of Zorro" and "Crimson Tide."  