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 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.), Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 2761:The Iron Giant (Genres: Adventure, Animation, Family, Fantasy, Science Fiction; Language: en; Overview: A giant machine befriends a boy, overcoming fears and prejudices.), Movie 3255:A League of Their Own (Genres: Comedy; Language: en; Overview: Sisters join women’s baseball league, facing challenges and triumphs together.)
  There are 10 Candidates for recommendation: Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.),, Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.),, Movie 3342:Birdy (Genres: Drama, History; Language: en; Overview: Two friends confront Vietnam war's impact; one believes he's a bird.),, Movie 373:Red Rock West (Genres: Crime, Drama, Thriller; Language: en; Overview: Texan mistaken for hitman exploits situation; chaos ensues with real hitman.),, Movie 3848:Silent Fall (Genres: Drama, Thriller, Mystery; Language: en; Overview: Autistic boy witnesses double murder; therapist seeks to understand him.), Movie 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.),, Movie 3588:The King of Marvin Gardens (Genres: Drama; Language: en; Overview: Dreamer Jason schemes for paradise, but luck leads to disaster.),, Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.),, Movie 1069:Murder, My Sweet (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Detective seeks lost girlfriend, facing danger and deception throughout.),, Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.),
  
  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 2959 - Reason: This movie explores themes of identity and societal norms through a dark, psychological lens, aligning with the user's interest in thought-provoking dramas like "The Shawshank Redemption" and "Trainspotting".  
  Rank 2: Movie 3588 - Reason: This film delves into the complexities of dreams and failed ambitions, resonating with the user's appreciation for deep character studies seen in movies like "Apollo 13" and "The Graduate".  
  Rank 3: Movie 1953 - Reason: The intense action and crime elements, combined with a strong narrative, match the user's enjoyment of thrillers and dramatic tension as found in "Star Wars" and "Trainspotting".  
  Rank 4: Movie 2948 - Reason: The spy thriller aspect with high stakes and adventure aligns with the user's interest in engaging, action-packed narratives seen in "Star Wars".  
  Rank 5: Movie 373 - Reason: This movie's exploration of crime and moral ambiguity reflects the user's preference for dramas that challenge ethical boundaries, similar to "Trainspotting" and "The Shawshank Redemption".  
  Rank 6: Movie 1069 - Reason: The mystery and detective elements resonate with the user's inclination towards intricate plots and character-driven stories, akin to "The Shawshank Redemption".  
  Rank 7: Movie 3848 - Reason: The psychological and dramatic elements of this film align with the user's interest in deep emotional narratives, similar to those found in "Trainspotting" and "Apollo 13".  
  Rank 8: Movie 235 - Reason: This film's unique blend of comedy and drama offers a quirky perspective on the filmmaking process, which may appeal to the user's varied taste as seen in "A League of Their Own".  
  Rank 9: Movie 3342 - Reason: The historical context and deep character exploration resonate with the user's appreciation for thought-provoking dramas like "The Shawshank Redemption".  
  Rank 10: Movie 922 - Reason: The exploration of the film industry and the struggles of a screenwriter align with the user's interest in narratives about personal ambition and failure, similar to "The Graduate".
rejected: Rank 1: Movie 2948 - Reason: The spy thriller aspect with high stakes and adventure aligns with the user's interest in engaging, action-packed narratives seen in "Star Wars".  
  Rank 2: Movie 1953 - Reason: The intense action and crime elements, combined with a strong narrative, match the user's enjoyment of thrillers and dramatic tension as found in "Star Wars" and "Trainspotting".  
  Rank 3: Movie 373 - Reason: This movie's exploration of crime and moral ambiguity reflects the user's preference for dramas that challenge ethical boundaries, similar to "Trainspotting" and "The Shawshank Redemption".  
  Rank 4: Movie 2959 - Reason: This movie explores themes of identity and societal norms through a dark, psychological lens, aligning with the user's interest in thought-provoking dramas like "The Shawshank Redemption" and "Trainspotting".  
  Rank 5: Movie 922 - Reason: The exploration of the film industry and the struggles of a screenwriter align with the user's interest in narratives about personal ambition and failure, similar to "The Graduate".
  Rank 6: Movie 3342 - Reason: The historical context and deep character exploration resonate with the user's appreciation for thought-provoking dramas like "The Shawshank Redemption".  
  Rank 7: Movie 3588 - Reason: This film delves into the complexities of dreams and failed ambitions, resonating with the user's appreciation for deep character studies seen in movies like "Apollo 13" and "The Graduate".  
  Rank 8: Movie 1069 - Reason: The mystery and detective elements resonate with the user's inclination towards intricate plots and character-driven stories, akin to "The Shawshank Redemption".  
  Rank 9: Movie 3848 - Reason: The psychological and dramatic elements of this film align with the user's interest in deep emotional narratives, similar to those found in "Trainspotting" and "Apollo 13".  
  Rank 10: Movie 235 - Reason: This film's unique blend of comedy and drama offers a quirky perspective on the filmmaking process, which may appeal to the user's varied taste as seen in "A League of Their Own".  