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 705:Cosi (Genres: Comedy, Romance; Language: en; Overview: Young director Lewis stages Mozart's opera with mental hospital patients.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.), Movie 1185:My Left Foot: The Story of Christy Brown (Genres: Drama; Language: en; Overview: Christy Brown overcomes cerebral palsy, revealing his intelligence through flashbacks.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 1940:Gentleman's Agreement (Genres: Drama, Romance; Language: en; Overview: Writer pretends to be Jewish to reveal anti-Semitism issues.), Movie 1944:From Here to Eternity (Genres: War, Drama, Romance; Language: en; Overview: Hawaii 1941: Private punished, captain's wife and second fall in love.), Movie 2467:The Name of the Rose (Genres: Drama, Thriller, Mystery; Language: en; Overview: William of Baskerville investigates murders at a monastery, defying authority.), Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.), Movie 3196:Stalag 17 (Genres: Comedy, Drama, War; Language: en; Overview: American POWs suspect a security leak in Stalag 17.)
  There are 10 Candidates for recommendation: Movie 3225:Down to You (Genres: Comedy, Drama, Family, Romance; Language: en; Overview: Al and Imogen's romance faces challenges from outside forces.),, Movie 3026:Slaughterhouse (Genres: Horror; Language: fr; Overview: Slaughterhouse owner orders son to kill potential property buyers.),, Movie 1050:Looking for Richard (Genres: Documentary; Language: en; Overview: Al Pacino explores Shakespeare's relevance today through "Richard III" analysis.),, Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.),, Movie 2973:Crimes and Misdemeanors (Genres: Comedy, Drama; Language: en; Overview: Ophthalmologist's affair exposed; filmmaker captivated by another woman.),, Movie 1832:Heaven's Burning (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Midori fakes kidnapping, escapes marriage, and becomes robbery hostage.),, Movie 2583:Cookie's Fortune (Genres: Comedy, Drama, Thriller; Language: en; Overview: Old woman's death sparks conflict among family and friends.),, Movie 419:The Beverly Hillbillies (Genres: Comedy; Language: en; Overview: Jed Clampett moves to Beverly Hills, attracting con artists seeking fortune.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 3342:Birdy (Genres: Drama, History; Language: en; Overview: Two friends confront Vietnam war's impact; one believes he's a bird.)
  
  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 2973 - Reason: This movie explores complex relationships and moral dilemmas, aligning with the user's interest in drama and romance as seen in "Sophie's Choice" and "Gentleman's Agreement."  
  Rank 2: Movie 3342 - Reason: The historical context and dramatic exploration of friendship resonate with the user's appreciation for deep, character-driven narratives, similar to "My Left Foot" and "The Name of the Rose."  
  Rank 3: Movie 1250 - Reason: The themes of war, sacrifice, and resilience connect well with the user's interest in dramatic and historical films like "From Here to Eternity" and "Gentleman's Agreement."  
  Rank 4: Movie 2501 - Reason: This film's focus on personal ambition and overcoming adversity echoes the user's enjoyment of family-oriented dramas such as "Back to the Future."  
  Rank 5: Movie 3026 - Reason: The horror elements combined with family conflict offer a different perspective on drama, appealing to the user's varied taste in genres seen in "Cosi" and "Stalag 17."  
  Rank 6: Movie 2583 - Reason: The mix of comedy and drama with a thrilling plot aligns with the user's enjoyment of films that blend humor and emotional depth, as demonstrated in "Cosi" and "North by Northwest."  
  Rank 7: Movie 1832 - Reason: This film's action and thriller aspects alongside a dramatic storyline cater to the user's interest in intense narratives, similar to "North by Northwest."  
  Rank 8: Movie 1050 - Reason: The documentary format exploring classic literature appeals to the user's intellectual curiosity, akin to their appreciation for thought-provoking films like "The Red Violin."  
  Rank 9: Movie 3225 - Reason: The romantic and comedic elements resonate with the user's enjoyment of romance in films like "Cosi" and "Sophie's Choice."  
  Rank 10: Movie 419 - Reason: The comedic aspects and family dynamics provide a light-hearted contrast to the user's more serious dramas, akin to their enjoyment of "Back to the Future."
rejected: Rank 1: Movie 3342 - Reason: The historical context and dramatic exploration of friendship resonate with the user's appreciation for deep, character-driven narratives, similar to "My Left Foot" and "The Name of the Rose."  
  Rank 2: Movie 1050 - Reason: The documentary format exploring classic literature appeals to the user's intellectual curiosity, akin to their appreciation for thought-provoking films like "The Red Violin."  
  Rank 3: Movie 3026 - Reason: The horror elements combined with family conflict offer a different perspective on drama, appealing to the user's varied taste in genres seen in "Cosi" and "Stalag 17."  
  Rank 4: Movie 2973 - Reason: This movie explores complex relationships and moral dilemmas, aligning with the user's interest in drama and romance as seen in "Sophie's Choice" and "Gentleman's Agreement."  
  Rank 5: Movie 2583 - Reason: The mix of comedy and drama with a thrilling plot aligns with the user's enjoyment of films that blend humor and emotional depth, as demonstrated in "Cosi" and "North by Northwest."  
  Rank 6: Movie 2501 - Reason: This film's focus on personal ambition and overcoming adversity echoes the user's enjoyment of family-oriented dramas such as "Back to the Future."  
  Rank 7: Movie 1250 - Reason: The themes of war, sacrifice, and resilience connect well with the user's interest in dramatic and historical films like "From Here to Eternity" and "Gentleman's Agreement."  
  Rank 8: Movie 3225 - Reason: The romantic and comedic elements resonate with the user's enjoyment of romance in films like "Cosi" and "Sophie's Choice."  
  Rank 9: Movie 1832 - Reason: This film's action and thriller aspects alongside a dramatic storyline cater to the user's interest in intense narratives, similar to "North by Northwest."  
  Rank 10: Movie 419 - Reason: The comedic aspects and family dynamics provide a light-hearted contrast to the user's more serious dramas, akin to their enjoyment of "Back to the Future."