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 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.), Movie 1694:The Apostle (Genres: Drama; Language: en; Overview: Preacher changes name, moves to Louisiana, starts radio preaching.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 2583:Cookie's Fortune (Genres: Comedy, Drama, Thriller; Language: en; Overview: Old woman's death sparks conflict among family and friends.), Movie 2600:eXistenZ (Genres: Action, Thriller, Science Fiction, Horror; Language: en; Overview: Designer on the run must test game with marketing trainee.), Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.), Movie 3158:The Emperor and the Assassin (Genres: Drama, History; Language: zh; Overview: King of Qin sends concubine; loyalty falters amid cruelty.), Movie 3328:Ghost Dog: The Way of the Samurai (Genres: Crime, Drama; Language: en; Overview: African-American hitman, inspired by samurai, faces mob assassination threats.), Movie 3677:Baraka (Genres: Documentary; Language: en; Overview: A stunning documentary exploring life through landscape and time.)
  There are 10 Candidates for recommendation: Movie 3518:The End of Violence (Genres: Drama, Thriller; Language: en; Overview: Hollywood producer Mike Max is kidnapped, prompting love and intrigue.), Movie 2712:Eyes Wide Shut (Genres: Mystery, Drama; Language: en; Overview: Dr. Bill explores erotic fantasies, joining an overwhelming underground group.),, Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.),, Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.),, Movie 3131:Broadway Damage (Genres: ; Language: en; Overview: Aspiring writers navigate love and humor in New York City.),, Movie 1844:Live Flesh (Genres: Drama, Romance, Thriller; Language: es; Overview: Ex-convict seeks revenge on couple responsible for his imprisonment.),, Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.),, Movie 3446:Funny Bones (Genres: Comedy; Language: en; Overview: Tommy Fawkes seeks comic partner after failed Las Vegas debut.),, Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.),, Movie 2434:Down in the Delta (Genres: Drama; Language: en; Overview: Rosa Lynn sends Loretta and kids to uncle Earl's home.),
  
  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 562 - Reason: This film offers a blend of comedy and drama, exploring themes of adolescence and bullying, which resonate with the user's interest in character-driven narratives as seen in their history.  
  Rank 2: Movie 2442 - Reason: The tragic life of Jacqueline du Pré seen through her sister's perspective combines drama and music, appealing to the user's preference for deep emotional stories.  
  Rank 3: Movie 2571 - Reason: This action-packed science fiction film aligns with the user's interest in thought-provoking narratives, similar to the science fiction elements in "Gattaca" and "eXistenZ."  
  Rank 4: Movie 3518 - Reason: The thriller and drama elements in this movie about a Hollywood producer's kidnapping match the user's taste for suspenseful and engaging stories.  
  Rank 5: Movie 3131 - Reason: This film's focus on aspiring writers navigating love and humor in New York City connects with the user's appreciation for character-driven narratives and urban settings.  
  Rank 6: Movie 920 - Reason: The dramatic and romantic elements in this classic film appeal to the user's interest in complex relationships, similar to the romance in "Jackie Brown."  
  Rank 7: Movie 2712 - Reason: The mystery and drama in this film about exploring erotic fantasies resonate with the user's preference for complex and thought-provoking narratives.  
  Rank 8: Movie 1844 - Reason: The thriller and revenge themes in this story align with the user's enjoyment of dramatic and intense narratives as seen in "The Apostle" and "Cookie's Fortune."  
  Rank 9: Movie 2434 - Reason: This drama about family dynamics relates to the user's interest in character-driven stories, similar to the family conflicts seen in "Cookie's Fortune."  
  Rank 10: Movie 3446 - Reason: The comedy about a struggling comedian searching for a partner connects with the user's interest in humorous storytelling, akin to the comedic elements in "Jackie Brown."
rejected: Rank 1: Movie 3518 - Reason: The thriller and drama elements in this movie about a Hollywood producer's kidnapping match the user's taste for suspenseful and engaging stories.  
  Rank 2: Movie 2571 - Reason: This action-packed science fiction film aligns with the user's interest in thought-provoking narratives, similar to the science fiction elements in "Gattaca" and "eXistenZ."  
  Rank 3: Movie 2712 - Reason: The mystery and drama in this film about exploring erotic fantasies resonate with the user's preference for complex and thought-provoking narratives.  
  Rank 4: Movie 920 - Reason: The dramatic and romantic elements in this classic film appeal to the user's interest in complex relationships, similar to the romance in "Jackie Brown."  
  Rank 5: Movie 2442 - Reason: The tragic life of Jacqueline du Pré seen through her sister's perspective combines drama and music, appealing to the user's preference for deep emotional stories.  
  Rank 6: Movie 1844 - Reason: The thriller and revenge themes in this story align with the user's enjoyment of dramatic and intense narratives as seen in "The Apostle" and "Cookie's Fortune."  
  Rank 7: Movie 3446 - Reason: The comedy about a struggling comedian searching for a partner connects with the user's interest in humorous storytelling, akin to the comedic elements in "Jackie Brown."
  Rank 8: Movie 2434 - Reason: This drama about family dynamics relates to the user's interest in character-driven stories, similar to the family conflicts seen in "Cookie's Fortune."  
  Rank 9: Movie 562 - Reason: This film offers a blend of comedy and drama, exploring themes of adolescence and bullying, which resonate with the user's interest in character-driven narratives as seen in their history.  
  Rank 10: Movie 3131 - Reason: This film's focus on aspiring writers navigating love and humor in New York City connects with the user's appreciation for character-driven narratives and urban settings.  