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 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.), Movie 407:In the Mouth of Madness (Genres: Horror, Mystery, Thriller; Language: en; Overview: Insurance investigator uncovers chaos in town after author disappears.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 2065:The Purple Rose of Cairo (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Cecilia escapes dreary life through movies during the Great Depression.), Movie 2459:The Texas Chain Saw Massacre (Genres: Horror; Language: en; Overview: Five friends are hunted by a chainsaw-wielding killer family.), Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.)
  There are 10 Candidates for recommendation: Movie 3601:The Castaway Cowboy (Genres: Adventure, Family, Comedy, Western; Language: en; Overview: Cowboy saves family's business and romances single mom in Hawaii.),, Movie 2649:Son of Frankenstein (Genres: Horror, Science Fiction; Language: en; Overview: Wolf Frankenstein revives monster; chaos ensues, leading to tragedy.),, Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.),, Movie 3347:Never Cry Wolf (Genres: Action, Adventure, Drama; Language: en; Overview: Farley Mowat discovers wolves' true role in the ecosystem.),, Movie 436:Color of Night (Genres: Drama, Mystery, Romance, Thriller; Language: en; Overview: Psychiatrist Bill Capa uncovers mystery while starting affair in L.A.),, Movie 1901:Dear Jesse (Genres: ; Language: en; Overview: Tim Kirkman returns to NC to explore parallels with Jesse Helms.),, Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.),, Movie 935:The Band Wagon (Genres: Comedy, Music; Language: en; Overview: Artistic director transforms new Broadway musical into something unrecognizable.),, Movie 3852:The Tao of Steve (Genres: Comedy, Romance; Language: en; Overview: Underachieving teacher Dex reevaluates seduction after meeting a woman.), Movie 396:Fall Time (Genres: Action, Adventure, Crime, Drama, Thriller; Language: en; Overview: Mock kidnapping goes awry as real bank robbery unfolds unexpectedly.),
  
  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 3347 - Reason: This film's exploration of nature and deep themes aligns with the user's interest in thought-provoking documentaries like "Crumb."  
  Rank 2: Movie 3852 - Reason: The romantic comedy elements resonate with the user's enjoyment of character-driven narratives, similar to "What's Eating Gilbert Grape."  
  Rank 3: Movie 396 - Reason: The mix of action and crime with unexpected twists appeals to the user's taste for dramatic tension as seen in "The Shawshank Redemption."  
  Rank 4: Movie 3032 - Reason: This film's post-apocalyptic themes and survival elements match the user's interest in complex narratives, akin to "In the Mouth of Madness."  
  Rank 5: Movie 436 - Reason: The intertwining of romance and mystery reflects the user's appreciation for layered stories, similar to "What's Eating Gilbert Grape."  
  Rank 6: Movie 2649 - Reason: The horror elements combined with science fiction provide a thrilling experience, aligning with the user's interest in "The Texas Chain Saw Massacre."  
  Rank 7: Movie 935 - Reason: The comedic and musical aspects connect with the user's enjoyment of light-hearted narratives like "Office Space."  
  Rank 8: Movie 2571 - Reason: The action and science fiction themes resonate with the user's appreciation for imaginative and thrilling films, reminiscent of "Pi."  
  Rank 9: Movie 1901 - Reason: This documentary-style film aligns with the user's interest in exploring real-life stories, similar to "Crumb."  
  Rank 10: Movie 3601 - Reason: The family-friendly adventure and comedic elements provide a light-hearted escape, appealing to the user's diverse movie tastes.
rejected: Rank 1: Movie 396 - Reason: The mix of action and crime with unexpected twists appeals to the user's taste for dramatic tension as seen in "The Shawshank Redemption."  
  Rank 2: Movie 2649 - Reason: The horror elements combined with science fiction provide a thrilling experience, aligning with the user's interest in "The Texas Chain Saw Massacre."  
  Rank 3: Movie 935 - Reason: The comedic and musical aspects connect with the user's enjoyment of light-hearted narratives like "Office Space."  
  Rank 4: Movie 3852 - Reason: The romantic comedy elements resonate with the user's enjoyment of character-driven narratives, similar to "What's Eating Gilbert Grape."  
  Rank 5: Movie 3032 - Reason: This film's post-apocalyptic themes and survival elements match the user's interest in complex narratives, akin to "In the Mouth of Madness."  
  Rank 6: Movie 3347 - Reason: This film's exploration of nature and deep themes aligns with the user's interest in thought-provoking documentaries like "Crumb."  
  Rank 7: Movie 3601 - Reason: The family-friendly adventure and comedic elements provide a light-hearted escape, appealing to the user's diverse movie tastes.
  Rank 8: Movie 2571 - Reason: The action and science fiction themes resonate with the user's appreciation for imaginative and thrilling films, reminiscent of "Pi."  
  Rank 9: Movie 1901 - Reason: This documentary-style film aligns with the user's interest in exploring real-life stories, similar to "Crumb."  
  Rank 10: Movie 436 - Reason: The intertwining of romance and mystery reflects the user's appreciation for layered stories, similar to "What's Eating Gilbert Grape."  