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 471:The Hudsucker Proxy (Genres: Comedy, Drama; Language: en; Overview: Naive graduate becomes president of company involved in stock scam.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 1747:Wag the Dog (Genres: Comedy, Drama; Language: en; Overview: President faces misconduct allegations; adviser stages fake war distraction.), Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.), Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.)
  There are 10 Candidates for recommendation: Movie 2418:Nothing in Common (Genres: Drama, Comedy, Romance; Language: en; Overview: David Basner's corporate ascent is challenged by his father.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 426:Body Snatchers (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: EPA inspector's family discovers alien presence at military base.),, Movie 1936:Mrs. Miniver (Genres: Drama, Romance, War; Language: en; Overview: The Minivers navigate life during the early months of WWII.),, Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.),, 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 431:Carlito's Way (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Ex-con vows to avoid drugs, violence, seeking a better life.),, Movie 1440:Amos & Andrew (Genres: Action, Comedy; Language: en; Overview: Writer mistaken for burglar; police offer thief a deal.),, Movie 1752:Hard Rain (Genres: Thriller; Language: en; Overview: Armored car driver evades thieves amid devastating flood chaos.),, Movie 532:Serial Mom (Genres: Comedy, Crime, Horror, Thriller; Language: en; Overview: Mom harasses neighbor; family's secrets lead to escalating violence.),
  
  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 2418 - Reason: This movie combines drama, comedy, and romance, aligning well with the user's appreciation for character-driven narratives and emotional depth as seen in their history with films like "The Shawshank Redemption."
  
  Rank 2: Movie 431 - Reason: The themes of redemption and transformation in this crime drama resonate with the user's interest in complex characters facing moral dilemmas, similar to "The Shawshank Redemption."
  
  Rank 3: Movie 356 - Reason: This film's blend of comedy, drama, and romance reflects the user's enjoyment of heartwarming stories with strong character arcs, akin to "The Wedding Singer."
  
  Rank 4: Movie 426 - Reason: The suspenseful elements and thrilling plot match the user's occasional interest in sci-fi and thrillers, reminiscent of their viewing of "Gattaca."
  
  Rank 5: Movie 532 - Reason: This dark comedy offers a blend of crime and humor, appealing to the user's taste for comedic films with sharp satire, similar to "Wag the Dog."
  
  Rank 6: Movie 1752 - Reason: The thriller aspect of this film, combined with a chaotic environment, aligns with the user's enjoyment of suspenseful narratives, reflecting elements seen in "Gattaca."
  
  Rank 7: Movie 1198 - Reason: The adventure and action in this classic resonate with the user's appreciation for exciting and engaging storytelling, connecting to their interest in "Galaxy Quest."
  
  Rank 8: Movie 245 - Reason: This film tackles serious societal issues and moral conflicts, which matches the user's preference for thought-provoking dramas like "The Shawshank Redemption."
  
  Rank 9: Movie 1440 - Reason: The comedic approach to crime and mistaken identity aligns with the user's enjoyment of humor and light-hearted narratives, similar to "Best in Show."
  
  Rank 10: Movie 1936 - Reason: The historical context and emotional depth of this drama resonate with the user's appreciation for strong narratives that reflect on human experiences, akin to "The Shawshank Redemption."
rejected: Rank 1: Movie 1752 - Reason: The thriller aspect of this film, combined with a chaotic environment, aligns with the user's enjoyment of suspenseful narratives, reflecting elements seen in "Gattaca."
  Rank 2: Movie 426 - Reason: The suspenseful elements and thrilling plot match the user's occasional interest in sci-fi and thrillers, reminiscent of their viewing of "Gattaca."
  Rank 3: Movie 1936 - Reason: The historical context and emotional depth of this drama resonate with the user's appreciation for strong narratives that reflect on human experiences, akin to "The Shawshank Redemption."
  Rank 4: Movie 1440 - Reason: The comedic approach to crime and mistaken identity aligns with the user's enjoyment of humor and light-hearted narratives, similar to "Best in Show."
  Rank 5: Movie 356 - Reason: This film's blend of comedy, drama, and romance reflects the user's enjoyment of heartwarming stories with strong character arcs, akin to "The Wedding Singer."
  Rank 6: Movie 2418 - Reason: This movie combines drama, comedy, and romance, aligning well with the user's appreciation for character-driven narratives and emotional depth as seen in their history with films like "The Shawshank Redemption."
  Rank 7: Movie 245 - Reason: This film tackles serious societal issues and moral conflicts, which matches the user's preference for thought-provoking dramas like "The Shawshank Redemption."
  Rank 8: Movie 532 - Reason: This dark comedy offers a blend of crime and humor, appealing to the user's taste for comedic films with sharp satire, similar to "Wag the Dog."
  Rank 9: Movie 431 - Reason: The themes of redemption and transformation in this crime drama resonate with the user's interest in complex characters facing moral dilemmas, similar to "The Shawshank Redemption."
  Rank 10: Movie 1198 - Reason: The adventure and action in this classic resonate with the user's appreciation for exciting and engaging storytelling, connecting to their interest in "Galaxy Quest."