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 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 1231:The Right Stuff (Genres: Drama, History; Language: en; Overview: Overview of Mercury astronauts shaping America's early space program.), Movie 1542:Brassed Off (Genres: Comedy, Romance, Drama; Language: en; Overview: Brass band seeks hope; woman musician inspires them to compete.), Movie 1641:The Full Monty (Genres: Comedy; Language: en; Overview: Jobless steelworker Gaz persuades friends for one-night strip show.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 2476:Heartbreak Ridge (Genres: Action, Comedy, Drama, War; Language: en; Overview: Marine sergeant faces challenges from superiors, ex-wife, and spoiled platoon.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 3706:Angel Heart (Genres: Horror, Mystery, Thriller; Language: en; Overview: Detective Harry Angel embarks on a supernatural quest for redemption.), Movie 3852:The Tao of Steve (Genres: Comedy, Romance; Language: en; Overview: Underachieving teacher Dex reevaluates seduction after meeting a woman.)
  There are 10 Candidates for recommendation: Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.),, Movie 555:True Romance (Genres: Action, Thriller, Crime, Romance; Language: en; Overview: Clarence marries Alabama, steals cocaine, and faces vengeful pursuers.),, Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.),, Movie 1050:Looking for Richard (Genres: Documentary; Language: en; Overview: Al Pacino explores Shakespeare's relevance today through "Richard III" analysis.),, Movie 3355:The Ninth Gate (Genres: Horror, Mystery, Thriller; Language: en; Overview: Book dealer's quest for rare book leads to danger and deception.),, Movie 2374:Gung Ho (Genres: Comedy, Drama; Language: en; Overview: Auto worker mediates cultural clash after Japanese company acquisition.),, Movie 1914:Smoke Signals (Genres: Drama, Comedy; Language: en; Overview: Thomas helps Victor retrieve his father's remains after Arnold's death.),, Movie 2362:Glen or Glenda (Genres: Comedy, Drama; Language: en; Overview: Psychiatrist shares stories of a transvestite and a pseudohermaphrodite.),, Movie 3445:Eyes of Laura Mars (Genres: Drama, Horror, Mystery, Thriller; Language: en; Overview: Fashion photographer gains disturbing ability to see through killer's eyes.), Movie 2981:Brother Can You Spare A Dime (Genres: Documentary; Language: en; Overview: Nostalgic exploration of Great Depression featuring James Cagney's journey.),
  
  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 2362 - Reason: This film explores complex themes of identity and societal norms, resonating with the user's appreciation for character-driven narratives as seen in "The Shawshank Redemption" and "Trainspotting".  
  Rank 2: Movie 1380 - Reason: The romantic elements and high school setting align with the user's interest in character relationships, similar to the dynamics in "Brassed Off" and "The Full Monty".  
  Rank 3: Movie 2686 - Reason: The intricate storytelling and emotional depth connect with the user's enjoyment of dramatic narratives, as reflected in "Midnight Cowboy" and "The Right Stuff".  
  Rank 4: Movie 555 - Reason: The combination of romance and thrilling action mirrors the user's taste for intense, engaging plots, akin to "Trainspotting" and "Heartbreak Ridge".  
  Rank 5: Movie 2374 - Reason: This film's blend of comedy and drama relates to the user's enjoyment of character interactions in comedic settings, similar to "Brassed Off" and "The Full Monty".  
  Rank 6: Movie 3445 - Reason: The psychological and horror elements align with the user's interest in thrilling and mysterious narratives, as demonstrated in "Angel Heart" and "The Matrix".  
  Rank 7: Movie 3355 - Reason: The film's exploration of danger and intrigue resonates with the user's preference for suspenseful stories, similar to "Angel Heart" and "True Romance".  
  Rank 8: Movie 1050 - Reason: The documentary style and thematic exploration connect with the user's appreciation for in-depth character studies, as seen in "The Right Stuff".  
  Rank 9: Movie 2981 - Reason: This nostalgic documentary aligns with the user's interest in historical narratives, reminiscent of "The Right Stuff" and "Midnight Cowboy".  
  Rank 10: Movie 1914 - Reason: The blend of comedy and drama in this story about personal journeys resonates with the user's enjoyment of character-driven films like "Brassed Off" and "Smoke Signals".
rejected: Rank 1: Movie 555 - Reason: The combination of romance and thrilling action mirrors the user's taste for intense, engaging plots, akin to "Trainspotting" and "Heartbreak Ridge".  
  Rank 2: Movie 1050 - Reason: The documentary style and thematic exploration connect with the user's appreciation for in-depth character studies, as seen in "The Right Stuff".  
  Rank 3: Movie 1380 - Reason: The romantic elements and high school setting align with the user's interest in character relationships, similar to the dynamics in "Brassed Off" and "The Full Monty".  
  Rank 4: Movie 2981 - Reason: This nostalgic documentary aligns with the user's interest in historical narratives, reminiscent of "The Right Stuff" and "Midnight Cowboy".  
  Rank 5: Movie 2686 - Reason: The intricate storytelling and emotional depth connect with the user's enjoyment of dramatic narratives, as reflected in "Midnight Cowboy" and "The Right Stuff".  
  Rank 6: Movie 1914 - Reason: The blend of comedy and drama in this story about personal journeys resonates with the user's enjoyment of character-driven films like "Brassed Off" and "Smoke Signals".
  Rank 7: Movie 3355 - Reason: The film's exploration of danger and intrigue resonates with the user's preference for suspenseful stories, similar to "Angel Heart" and "True Romance".  
  Rank 8: Movie 2374 - Reason: This film's blend of comedy and drama relates to the user's enjoyment of character interactions in comedic settings, similar to "Brassed Off" and "The Full Monty".  
  Rank 9: Movie 2362 - Reason: This film explores complex themes of identity and societal norms, resonating with the user's appreciation for character-driven narratives as seen in "The Shawshank Redemption" and "Trainspotting".  
  Rank 10: Movie 3445 - Reason: The psychological and horror elements align with the user's interest in thrilling and mysterious narratives, as demonstrated in "Angel Heart" and "The Matrix".  