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 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1178:Paths of Glory (Genres: Drama, War; Language: en; Overview: General orders attack; disaster ensues, scapegoating soldiers follows.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1960:The Last Emperor (Genres: Drama, History; Language: en; Overview: Pu Yi's life: Emperor, decline, exploitation, and peasant existence.), Movie 2401:Pale Rider (Genres: Romance, Western; Language: en; Overview: A preacher arrives to help miners against a ruthless landowner.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.)
  There are 10 Candidates for recommendation: Movie 1601:Hoodlum (Genres: Crime, Drama; Language: en; Overview: Bumpy Johnson takes over Harlem's numbers business amid mob conflict.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.),, Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.),, Movie 1148:The Wrong Trousers (Genres: Animation, Comedy, Family; Language: en; Overview: Gromit thwarts a criminal penguin's robbery plan with ingenuity.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 806:American Buffalo (Genres: Drama; Language: en; Overview: Three inner-city misfits plot to steal a valuable coin.),, Movie 637:Sgt. Bilko (Genres: Comedy, Family; Language: en; Overview: Army produces skilled fighters; Sgt. Bilko leads a misfit team.),, Movie 3703:Mad Max 2: The Road Warrior (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Max battles Lord Humungus for gasoline in a post-apocalyptic Outback.), Movie 358:Higher Learning (Genres: Romance, Drama, Crime; Language: en; Overview: Malik, an athlete, learns from Fudge about race and politics.),
  
  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 1653 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 637 - Reason: The light-hearted comedy and family themes provide a contrast to the user's darker historical preferences, appealing to a desire for variety in entertainment.  
  Rank 3: Movie 1208 - Reason: This film's intense drama set in a war context resonates with the user's interest in historical and dramatic narratives, similar to "Paths of Glory."  
  Rank 4: Movie 1601 - Reason: The crime and drama elements reflect the user's appreciation for gritty narratives that explore the complexities of human nature, akin to "The Shawshank Redemption."  
  Rank 5: Movie 806 - Reason: The focus on inner-city struggles and character development aligns with the user's interest in dramatic storytelling, reminiscent of "The Last Emperor."  
  Rank 6: Movie 358 - Reason: This film tackles social issues and personal growth, echoing the user's interest in poignant dramas and character-driven stories.  
  Rank 7: Movie 3703 - Reason: The adventurous and action-packed narrative satisfies the user's taste for high-stakes scenarios, similar to the "Star Wars" films.  
  Rank 8: Movie 1148 - Reason: The clever animation and comedic elements offer a whimsical diversion that contrasts with the user's preference for more serious films, providing balance.  
  Rank 9: Movie 1271 - Reason: The blend of drama and comedy in a story about friendship and resilience aligns with the user's appreciation for heartfelt narratives.  
  Rank 10: Movie 858 - Reason: This classic crime drama's exploration of power and family dynamics parallels the user's interest in complex character studies seen in their history.
rejected: Rank 1: Movie 1148 - Reason: The clever animation and comedic elements offer a whimsical diversion that contrasts with the user's preference for more serious films, providing balance.  
  Rank 2: Movie 1208 - Reason: This film's intense drama set in a war context resonates with the user's interest in historical and dramatic narratives, similar to "Paths of Glory."  
  Rank 3: Movie 806 - Reason: The focus on inner-city struggles and character development aligns with the user's interest in dramatic storytelling, reminiscent of "The Last Emperor."  
  Rank 4: Movie 1271 - Reason: The blend of drama and comedy in a story about friendship and resilience aligns with the user's appreciation for heartfelt narratives.  
  Rank 5: Movie 3703 - Reason: The adventurous and action-packed narrative satisfies the user's taste for high-stakes scenarios, similar to the "Star Wars" films.  
  Rank 6: Movie 858 - Reason: This classic crime drama's exploration of power and family dynamics parallels the user's interest in complex character studies seen in their history.
  Rank 7: Movie 637 - Reason: The light-hearted comedy and family themes provide a contrast to the user's darker historical preferences, appealing to a desire for variety in entertainment.  
  Rank 8: Movie 1653 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 9: Movie 1601 - Reason: The crime and drama elements reflect the user's appreciation for gritty narratives that explore the complexities of human nature, akin to "The Shawshank Redemption."  
  Rank 10: Movie 358 - Reason: This film tackles social issues and personal growth, echoing the user's interest in poignant dramas and character-driven stories.  