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 233:Exotica (Genres: Drama, Mystery; Language: en; Overview: Obsessive love, jealousy, and connections intertwine in Toronto strip club.), Movie 245:The Glass Shield (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Rookie officer J.J. faces racial tensions and police corruption challenges.), Movie 347:Bitter Moon (Genres: Thriller, Drama, Romance; Language: en; Overview: Husband shares marriage story; stranger captivated by wife’s allure.), Movie 431:Carlito's Way (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Ex-con vows to avoid drugs, violence, seeking a better life.), Movie 535:Short Cuts (Genres: Comedy, Drama; Language: en; Overview: Altman's multi-character film explores American culture's emotional spectrum profoundly.), Movie 671:Mystery Science Theater 3000: The Movie (Genres: Comedy, Science Fiction; Language: en; Overview: Evil scientist plans to torment Mike Nelson with terrible movie.), Movie 1369:I Can't Sleep (Genres: Drama, Mystery; Language: fr; Overview: Hotel manager teaches self-defense; lives intersect amid serial killer.), Movie 1884:Fear and Loathing in Las Vegas (Genres: Adventure, Drama, Comedy; Language: en; Overview: Sportswriter and lawyer embark on a drug-fueled Vegas adventure.), Movie 3266:Man Bites Dog (Genres: Comedy, Crime, Drama, Horror; Language: fr; Overview: Camera crew documents serial killer's crimes, questioning morality and safety.), Movie 3272:Bad Lieutenant (Genres: Crime, Drama; Language: en; Overview: Corrupt detective seeks redemption while investigating nun's rape case.)
  There are 10 Candidates for recommendation: Movie 205:Unstrung Heroes (Genres: Comedy, Drama, Family; Language: en; Overview: Steven finds happiness with his uncles despite parental pressure.),, Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.),, Movie 2600:eXistenZ (Genres: Action, Thriller, Science Fiction, Horror; Language: en; Overview: Designer on the run must test game with marketing trainee.),, Movie 3634:Seven Days in May (Genres: Drama, Thriller; Language: en; Overview: General warns president about impending military coup plot against him.), Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.),, Movie 1497:Double Team (Genres: Action, Science Fiction; Language: en; Overview: One-man arsenal battles terrorists; allies or enemies, choose wisely.),, Movie 1470:Rhyme & Reason (Genres: Documentary; Language: en; Overview: Study explores hip-hop's popularity and future through interviews.),, Movie 3010:Rosetta (Genres: Drama; Language: fr; Overview: Rosetta, impulsive and desperate, strives to keep her job.),
  
  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 1497 - Reason: This action-packed film features a one-man arsenal battling terrorists, appealing to the user's interest in thrilling narratives as seen in "Carlito's Way" and "Bad Lieutenant."  
  Rank 2: Movie 3634 - Reason: A gripping drama about a military coup plot aligns with the user's preference for intense, thought-provoking stories like "The Glass Shield."  
  Rank 3: Movie 2333 - Reason: This drama about friendship and transformation resonates with the user's appreciation for character-driven stories, similar to "Exotica."  
  Rank 4: Movie 2600 - Reason: The mix of action, thriller, and science fiction in this film appeals to the user's taste for complex narratives found in "Fear and Loathing in Las Vegas."  
  Rank 5: Movie 162 - Reason: This documentary exploring R. Crumb's life connects with the user's interest in unconventional storytelling seen in "Man Bites Dog."  
  Rank 6: Movie 3010 - Reason: The desperate struggle of the protagonist in this drama resonates with the user's interest in character-focused narratives like "I Can't Sleep."  
  Rank 7: Movie 3129 - Reason: The comedic biopic about a flawed jazz guitarist aligns with the user's enjoyment of character-driven stories, similar to "Short Cuts."  
  Rank 8: Movie 1470 - Reason: This documentary exploring hip-hop culture matches the user's interest in unique perspectives, akin to "Mystery Science Theater 3000: The Movie."  
  Rank 9: Movie 509 - Reason: The romantic and dramatic elements of this film align with the user's appreciation for emotional storytelling, as seen in "Bitter Moon."  
  Rank 10: Movie 205 - Reason: This family-oriented comedy-drama resonates with the user's taste for heartfelt narratives, similar to the emotional depth in "Short Cuts."
rejected: Rank 1: Movie 1470 - Reason: This documentary exploring hip-hop culture matches the user's interest in unique perspectives, akin to "Mystery Science Theater 3000: The Movie."  
  Rank 2: Movie 205 - Reason: This family-oriented comedy-drama resonates with the user's taste for heartfelt narratives, similar to the emotional depth in "Short Cuts."
  Rank 3: Movie 2333 - Reason: This drama about friendship and transformation resonates with the user's appreciation for character-driven stories, similar to "Exotica."  
  Rank 4: Movie 162 - Reason: This documentary exploring R. Crumb's life connects with the user's interest in unconventional storytelling seen in "Man Bites Dog."  
  Rank 5: Movie 1497 - Reason: This action-packed film features a one-man arsenal battling terrorists, appealing to the user's interest in thrilling narratives as seen in "Carlito's Way" and "Bad Lieutenant."  
  Rank 6: Movie 3634 - Reason: A gripping drama about a military coup plot aligns with the user's preference for intense, thought-provoking stories like "The Glass Shield."  
  Rank 7: Movie 509 - Reason: The romantic and dramatic elements of this film align with the user's appreciation for emotional storytelling, as seen in "Bitter Moon."  
  Rank 8: Movie 3010 - Reason: The desperate struggle of the protagonist in this drama resonates with the user's interest in character-focused narratives like "I Can't Sleep."  
  Rank 9: Movie 2600 - Reason: The mix of action, thriller, and science fiction in this film appeals to the user's taste for complex narratives found in "Fear and Loathing in Las Vegas."  
  Rank 10: Movie 3129 - Reason: The comedic biopic about a flawed jazz guitarist aligns with the user's enjoyment of character-driven stories, similar to "Short Cuts."  