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 900:An American in Paris (Genres: Drama, Comedy, Music, Romance; Language: en; Overview: American painter in Paris navigates friendship, love, and ambition.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.), Movie 1293:Gandhi (Genres: Drama, History; Language: en; Overview: Gandhi advocates nonviolent resistance for Indian independence from Britain.), Movie 1304:Butch Cassidy and the Sundance Kid (Genres: History, Drama, Western, Crime; Language: en; Overview: Butch Cassidy and Sundance Kid flee to South America from law.), Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.), Movie 2015:The Absent-Minded Professor (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Disney's comedy features Fred MacMurray and gravity-defying Flubber.), Movie 2083:The Muppet Christmas Carol (Genres: Comedy, Family, Fantasy, Drama; Language: en; Overview: Scrooge faces his past with ghostly visits on Christmas Eve.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 3675:White Christmas (Genres: Comedy, Music, Romance; Language: en; Overview: Two entertainers team up post-war to create a successful act.)
  There are 10 Candidates for recommendation: Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 3398:The Muppets Take Manhattan (Genres: Romance, Comedy, Family; Language: en; Overview: Muppets seek Broadway producer after graduating from Danhurst College.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.),, Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.),, Movie 3144:The Glass Bottom Boat (Genres: Comedy, Romance; Language: en; Overview: Aerospace owner loves biographer; suspect she might be a spy.),, Movie 1154:T-Men (Genres: Thriller, Crime; Language: en; Overview: Two agents go undercover to dismantle a currency counterfeiting ring.),, Movie 1005:D3: The Mighty Ducks (Genres: Action, Comedy, Drama, Family; Language: en; Overview: Ducks face pressure to retain scholarships amid coaching challenges.),, Movie 1028:Mary Poppins (Genres: Comedy, Family, Fantasy; Language: en; Overview: Mary Poppins, a magical nanny, helps Banks children with adventures.),, Movie 3050:Light It Up (Genres: Drama, Thriller; Language: en; Overview: Six students face an armed standoff with NYPD in school.),, Movie 1081:Victor/Victoria (Genres: Comedy, Music, Romance; Language: en; Overview: Soprano impersonates male, complicating her personal life and career.),
  
  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 1005 - Reason: The combination of comedy and family themes in this sports movie aligns well with the user's enjoyment of lighthearted narratives found in films like "Big" and "The Absent-Minded Professor."  
  Rank 2: Movie 1028 - Reason: This film's fantasy and family elements, along with its whimsical storytelling, resonate with the user's appreciation for musicals and enchanting narratives, as seen in "My Fair Lady" and "The Muppet Christmas Carol."  
  Rank 3: Movie 3362 - Reason: The intense drama and crime elements in this movie reflect the user's interest in serious themes, similar to their engagement with "Sophie’s Choice" and "Gandhi."  
  Rank 4: Movie 1947 - Reason: The musical and dramatic elements echo the user's taste for stories that explore love and conflict, much like "My Fair Lady" and "West Side Story."  
  Rank 5: Movie 3050 - Reason: The thriller aspect and school setting relate to the user’s preference for intense, character-driven stories, akin to "Butch Cassidy and the Sundance Kid."  
  Rank 6: Movie 1196 - Reason: The adventure and action elements, along with the epic storytelling, align well with the user's enjoyment of time travel and adventure themes seen in "Back to the Future Part II."  
  Rank 7: Movie 1154 - Reason: The crime and thriller aspects resonate with the user's interest in serious narratives, similar to films like "Sophie’s Choice."  
  Rank 8: Movie 3144 - Reason: The romantic comedy elements and lighthearted plot match the user’s enjoyment of whimsical and romantic stories found in "White Christmas" and "Big."  
  Rank 9: Movie 1081 - Reason: The music and comedy blend with romantic themes relate closely to the user’s love for musicals and romantic narratives, similar to "My Fair Lady."  
  Rank 10: Movie 3398 - Reason: The family and comedy aspects align with the user’s enjoyment of ensemble casts and light-hearted narratives, reflecting their interest in films like "The Muppet Christmas Carol."
rejected: Rank 1: Movie 1154 - Reason: The crime and thriller aspects resonate with the user's interest in serious narratives, similar to films like "Sophie’s Choice."  
  Rank 2: Movie 3362 - Reason: The intense drama and crime elements in this movie reflect the user's interest in serious themes, similar to their engagement with "Sophie’s Choice" and "Gandhi."  
  Rank 3: Movie 1028 - Reason: This film's fantasy and family elements, along with its whimsical storytelling, resonate with the user's appreciation for musicals and enchanting narratives, as seen in "My Fair Lady" and "The Muppet Christmas Carol."  
  Rank 4: Movie 3144 - Reason: The romantic comedy elements and lighthearted plot match the user’s enjoyment of whimsical and romantic stories found in "White Christmas" and "Big."  
  Rank 5: Movie 3398 - Reason: The family and comedy aspects align with the user’s enjoyment of ensemble casts and light-hearted narratives, reflecting their interest in films like "The Muppet Christmas Carol."
  Rank 6: Movie 1005 - Reason: The combination of comedy and family themes in this sports movie aligns well with the user's enjoyment of lighthearted narratives found in films like "Big" and "The Absent-Minded Professor."  
  Rank 7: Movie 1947 - Reason: The musical and dramatic elements echo the user's taste for stories that explore love and conflict, much like "My Fair Lady" and "West Side Story."  
  Rank 8: Movie 1196 - Reason: The adventure and action elements, along with the epic storytelling, align well with the user's enjoyment of time travel and adventure themes seen in "Back to the Future Part II."  
  Rank 9: Movie 3050 - Reason: The thriller aspect and school setting relate to the user’s preference for intense, character-driven stories, akin to "Butch Cassidy and the Sundance Kid."  
  Rank 10: Movie 1081 - Reason: The music and comedy blend with romantic themes relate closely to the user’s love for musicals and romantic narratives, similar to "My Fair Lady."  