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 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.), Movie 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), 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 1276:Cool Hand Luke (Genres: Crime, Drama; Language: en; Overview: Rebellious inmate Luke Jackson inspires fellow convicts despite harsh punishment.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.), Movie 3623:Mission: Impossible II (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt races to stop a biological weapon threat.)
  There are 10 Candidates for recommendation: Movie 3052:Dogma (Genres: Fantasy, Comedy, Adventure; Language: en; Overview: Good and Evil clash in late 20th century New Jersey.),, Movie 3564:The Flintstones in Viva Rock Vegas (Genres: Science Fiction, Comedy, Family, Romance; Language: en; Overview: Fred and Wilma face Chip Rockefeller in Rock Vegas romance.),, Movie 3593:Battlefield Earth (Genres: Action, Science Fiction, War; Language: en; Overview: In 3000, Tyler battles aliens exploiting enslaved, primitive humanity.),, Movie 3131:Broadway Damage (Genres: ; Language: en; Overview: Aspiring writers navigate love and humor in New York City.),, Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.),, Movie 2432:Stepmom (Genres: Drama, Romance; Language: en; Overview: Divorced mother and ex's girlfriend unite amid illness to celebrate life.),, Movie 3900:Crime + Punishment in Suburbia (Genres: Drama; Language: en; Overview: Teen seeks revenge against abusive stepfather, confronting morality and conscience.), Movie 2655:Howling II: Stirba - Werewolf Bitch (Genres: Thriller, Horror; Language: en; Overview: Girl aids investigator in hunting werewolf gang across continents.),, Movie 2589:Friends & Lovers (Genres: Comedy, Romance, Drama; Language: en; Overview: Twenty-somethings ski trip reveals secrets and shifting relationships.),, Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.),
  
  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 3052 - Reason: This movie combines fantasy and comedy elements, which aligns with the user's enjoyment of light-hearted narratives seen in movies like Clerks and The Breakfast Club.  
  Rank 2: Movie 3564 - Reason: The family-friendly humor and romantic plot resonate with the user's interest in charming comedies like Moonstruck and Back to the Future.  
  Rank 3: Movie 2655 - Reason: The thriller and horror elements may appeal to the user's enjoyment of suspenseful films like Jaws and Devil in a Blue Dress.  
  Rank 4: Movie 1840 - Reason: The dramatic themes of family and personal struggle connect with the user's preference for intense narratives found in movies like Cool Hand Luke and The Godfather.  
  Rank 5: Movie 3900 - Reason: The exploration of morality and revenge aligns with the user’s interest in dramatic stories that tackle serious themes, as seen in movies such as The Godfather and Devil in a Blue Dress.  
  Rank 6: Movie 3552 - Reason: The comedic competition and character-driven story are similar to the user's enjoyment of humor in films like Caddyshack and Clerks.  
  Rank 7: Movie 3593 - Reason: The science fiction and action blend may intrigue the user, reflecting their interest in thrilling plots as seen in Mission: Impossible II and The Hunt for Red October.  
  Rank 8: Movie 2432 - Reason: The themes of family dynamics and emotional depth resonate with the user’s preference for heartfelt dramas like Moonstruck and The Godfather.  
  Rank 9: Movie 3131 - Reason: The focus on aspiring writers and humor aligns with the user’s enjoyment of character-driven narratives found in movies like The Breakfast Club.  
  Rank 10: Movie 2589 - Reason: The romantic comedy elements and exploration of relationships may appeal to the user, connecting with their interest in light-hearted films like Moonstruck and Clerks.
rejected: Rank 1: Movie 1840 - Reason: The dramatic themes of family and personal struggle connect with the user's preference for intense narratives found in movies like Cool Hand Luke and The Godfather.  
  Rank 2: Movie 2589 - Reason: The romantic comedy elements and exploration of relationships may appeal to the user, connecting with their interest in light-hearted films like Moonstruck and Clerks.
  Rank 3: Movie 2655 - Reason: The thriller and horror elements may appeal to the user's enjoyment of suspenseful films like Jaws and Devil in a Blue Dress.  
  Rank 4: Movie 3564 - Reason: The family-friendly humor and romantic plot resonate with the user's interest in charming comedies like Moonstruck and Back to the Future.  
  Rank 5: Movie 3052 - Reason: This movie combines fantasy and comedy elements, which aligns with the user's enjoyment of light-hearted narratives seen in movies like Clerks and The Breakfast Club.  
  Rank 6: Movie 3552 - Reason: The comedic competition and character-driven story are similar to the user's enjoyment of humor in films like Caddyshack and Clerks.  
  Rank 7: Movie 3131 - Reason: The focus on aspiring writers and humor aligns with the user’s enjoyment of character-driven narratives found in movies like The Breakfast Club.  
  Rank 8: Movie 2432 - Reason: The themes of family dynamics and emotional depth resonate with the user’s preference for heartfelt dramas like Moonstruck and The Godfather.  
  Rank 9: Movie 3593 - Reason: The science fiction and action blend may intrigue the user, reflecting their interest in thrilling plots as seen in Mission: Impossible II and The Hunt for Red October.  
  Rank 10: Movie 3900 - Reason: The exploration of morality and revenge aligns with the user’s interest in dramatic stories that tackle serious themes, as seen in movies such as The Godfather and Devil in a Blue Dress.  