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 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.), Movie 307:Three Colors: Blue (Genres: Drama, Music, Mystery; Language: fr; Overview: Woman seeks purpose following the loss of husband and child.), Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Movie 1302:Field of Dreams (Genres: Drama, Fantasy; Language: en; Overview: Iowa farmer builds baseball diamond after hearing a mysterious voice.), Movie 1464:Lost Highway (Genres: Drama, Thriller, Mystery; Language: en; Overview: Jazz musician navigates murder, gangsters, and transformation in prison.), Movie 1883:Bulworth (Genres: Comedy, Drama; Language: en; Overview: Disillusioned politician contracts own death, embraces hip-hop honesty with voters.), Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 3274:Single White Female (Genres: Thriller; Language: en; Overview: Allison seeks a roommate after boyfriend's betrayal and financial need.), Movie 3320:Mifune (Genres: Romance, Comedy, Drama; Language: da; Overview: Kresten's career falters as he returns home, confronting family.)
  There are 10 Candidates for recommendation: Movie 63:Don't Be a Menace to South Central While Drinking Your Juice in the Hood (Genres: Comedy; Language: en; Overview: Ashtray navigates gang life while living with eccentric family.),, Movie 1717:Scream 2 (Genres: Horror, Mystery; Language: en; Overview: Sidney faces new killings linked to her past at college.),, Movie 3284:They Might Be Giants (Genres: Comedy, Mystery, Thriller; Language: en; Overview: Sherlock Holmes and Dr. Watson navigate modern New York City.),, Movie 3519:Force 10 from Navarone (Genres: Action, Adventure, War, Thriller; Language: en; Overview: Mallory and Miller's mission with Force 10 hides secret agenda.), Movie 2596:SLC Punk (Genres: Crime, Romance, Comedy, Drama, Music; Language: en; Overview: Two ex-geeks embrace punk culture, party, and seek direction.),, Movie 3223:A Zed & Two Noughts (Genres: Comedy, Drama; Language: en; Overview: Doctor's wife dies; brothers explore love, loss, and decay.),, Movie 2475:52 Pick-Up (Genres: Crime, Drama, Thriller; Language: en; Overview: Manufacturer faces blackmail over affair, jeopardizing wife’s political campaign.),, Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.),, Movie 1896:Cousin Bette (Genres: Comedy, Drama, Romance; Language: en; Overview: Lonely seamstress seeks revenge after family rejects her love.),, Movie 3423:School Daze (Genres: Comedy, Drama; Language: en; Overview: Southern U.S. students clash over opposing ideas and beliefs.),
  
  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 3223 - Reason: This film's exploration of love, loss, and decay resonates with the user's interest in dramatic narratives, similar to themes in "Devil in a Blue Dress" and "Lost Highway."  
  Rank 2: Movie 562 - Reason: The coming-of-age story and the themes of bullying and neglect reflect the user's appreciation for character-driven dramas like "Three Colors: Blue."  
  Rank 3: Movie 2596 - Reason: The punk culture and personal identity themes align with the user's preference for complex characters, reminiscent of "Lost Highway."  
  Rank 4: Movie 3284 - Reason: The blend of comedy and mystery parallels the user's enjoyment of thrillers, evident from their interest in "Single White Female."  
  Rank 5: Movie 63 - Reason: The comedic take on serious themes like gang life mirrors the user's diverse taste in genres, as seen in "Bulworth."  
  Rank 6: Movie 1717 - Reason: The horror and mystery elements connected to a college setting relate to the user's interest in suspenseful narratives, much like "Rosemary's Baby."  
  Rank 7: Movie 3519 - Reason: This war-themed adventure connects to the user's appreciation for intense dramatic narratives, as seen in "Apocalypse Now."  
  Rank 8: Movie 2475 - Reason: The crime and thriller aspects resonate with the user's taste for suspenseful and dramatic storytelling, similar to "Lost Highway."  
  Rank 9: Movie 1896 - Reason: The themes of revenge and family dynamics align with the user's interest in drama and complex character relationships, akin to "Rosemary's Baby."  
  Rank 10: Movie 3423 - Reason: The clash of ideas and beliefs in a school setting parallels the user's interest in character-driven dramas, reflecting themes in "Field of Dreams."
rejected: Rank 1: Movie 1896 - Reason: The themes of revenge and family dynamics align with the user's interest in drama and complex character relationships, akin to "Rosemary's Baby."  
  Rank 2: Movie 2596 - Reason: The punk culture and personal identity themes align with the user's preference for complex characters, reminiscent of "Lost Highway."  
  Rank 3: Movie 3284 - Reason: The blend of comedy and mystery parallels the user's enjoyment of thrillers, evident from their interest in "Single White Female."  
  Rank 4: Movie 562 - Reason: The coming-of-age story and the themes of bullying and neglect reflect the user's appreciation for character-driven dramas like "Three Colors: Blue."  
  Rank 5: Movie 3223 - Reason: This film's exploration of love, loss, and decay resonates with the user's interest in dramatic narratives, similar to themes in "Devil in a Blue Dress" and "Lost Highway."  
  Rank 6: Movie 1717 - Reason: The horror and mystery elements connected to a college setting relate to the user's interest in suspenseful narratives, much like "Rosemary's Baby."  
  Rank 7: Movie 2475 - Reason: The crime and thriller aspects resonate with the user's taste for suspenseful and dramatic storytelling, similar to "Lost Highway."  
  Rank 8: Movie 63 - Reason: The comedic take on serious themes like gang life mirrors the user's diverse taste in genres, as seen in "Bulworth."  
  Rank 9: Movie 3519 - Reason: This war-themed adventure connects to the user's appreciation for intense dramatic narratives, as seen in "Apocalypse Now."  
  Rank 10: Movie 3423 - Reason: The clash of ideas and beliefs in a school setting parallels the user's interest in character-driven dramas, reflecting themes in "Field of Dreams."