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 316:Stargate (Genres: Action, Adventure, Science Fiction; Language: en; Overview: Teleportation device in Egypt leads to planet with Ra-worshipping Egyptians.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1231:The Right Stuff (Genres: Drama, History; Language: en; Overview: Overview of Mercury astronauts shaping America's early space program.), Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.), Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Movie 2021:Dune (Genres: Action, Science Fiction, Adventure; Language: en; Overview: War for Dune's Spice leads to betrayal and power struggles.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2410:Rocky III (Genres: Drama; Language: en; Overview: Rocky Balboa faces challenges from Clubber Lang, trains with Apollo.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.)
  There are 10 Candidates for recommendation: Movie 543:So I Married an Axe Murderer (Genres: Comedy, Crime, Romance; Language: en; Overview: Charlie falls for butcher; parents suspect her of murder.),, Movie 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.),, Movie 1960:The Last Emperor (Genres: Drama, History; Language: en; Overview: Pu Yi's life: Emperor, decline, exploitation, and peasant existence.),, Movie 3508:The Outlaw Josey Wales (Genres: Drama, Western; Language: en; Overview: Wales avenges family, pursued by soldiers, protects ragtag outcasts.),, Movie 722:The Haunted World of Edward D. Wood, Jr. (Genres: Documentary; Language: en; Overview: Documentary profiles Ed Wood's life, films, and his collaborators.),, Movie 1404:Night Falls on Manhattan (Genres: Drama, Crime; Language: en; Overview: District attorney uncovers police corruption involving his father, partner.),, Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.),, Movie 3858:Cecil B. Demented (Genres: Thriller, Comedy, Crime; Language: en; Overview: Independent director kidnaps actress for underground film with teens.), Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.),, Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.),
  
  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 3105 - Reason: This movie explores deep emotional themes and character transformations, aligning with the user's interest in dramatic narratives as seen in "Dead Poets Society" and "The Right Stuff."  
  Rank 2: Movie 722 - Reason: The documentary format and focus on a filmmaker's life resonate with the user's appreciation for storytelling and unique perspectives, similar to the narrative styles in "My Fair Lady" and "L.A. Story."  
  Rank 3: Movie 3510 - Reason: The blend of crime, drama, and science fiction elements aligns with the user's preference for complex, thought-provoking stories, akin to "Dune" and "Stargate."  
  Rank 4: Movie 3858 - Reason: This film's mix of thriller and comedy elements offers a unique twist, appealing to the user's interest in unconventional narratives, as seen in "Ferris Bueller's Day Off."  
  Rank 5: Movie 954 - Reason: The political and moral themes presented in this classic resonate with the user's appreciation for impactful storytelling, similar to "Rocky III."  
  Rank 6: Movie 62 - Reason: The music and inspirational teacher theme aligns with the user's affinity for uplifting stories, reminiscent of "Dead Poets Society."  
  Rank 7: Movie 3508 - Reason: This western drama's themes of vengeance and outcast protection reflect the user's interest in strong character-driven narratives, similar to "Rocky III."  
  Rank 8: Movie 1960 - Reason: The historical drama about an emperor's life aligns with the user's appreciation for rich storytelling and character exploration, similar to "The Right Stuff."  
  Rank 9: Movie 543 - Reason: The comedic and romantic elements in this film connect with the user's enjoyment of light-hearted narratives, similar to "Ferris Bueller's Day Off."  
  Rank 10: Movie 1404 - Reason: The crime and drama elements, particularly focusing on moral dilemmas, resonate with the user's interest in complex stories as seen in "Dead Poets Society."
rejected: Rank 1: Movie 3510 - Reason: The blend of crime, drama, and science fiction elements aligns with the user's preference for complex, thought-provoking stories, akin to "Dune" and "Stargate."  
  Rank 2: Movie 62 - Reason: The music and inspirational teacher theme aligns with the user's affinity for uplifting stories, reminiscent of "Dead Poets Society."  
  Rank 3: Movie 1960 - Reason: The historical drama about an emperor's life aligns with the user's appreciation for rich storytelling and character exploration, similar to "The Right Stuff."  
  Rank 4: Movie 3858 - Reason: This film's mix of thriller and comedy elements offers a unique twist, appealing to the user's interest in unconventional narratives, as seen in "Ferris Bueller's Day Off."  
  Rank 5: Movie 3508 - Reason: This western drama's themes of vengeance and outcast protection reflect the user's interest in strong character-driven narratives, similar to "Rocky III."  
  Rank 6: Movie 722 - Reason: The documentary format and focus on a filmmaker's life resonate with the user's appreciation for storytelling and unique perspectives, similar to the narrative styles in "My Fair Lady" and "L.A. Story."  
  Rank 7: Movie 3105 - Reason: This movie explores deep emotional themes and character transformations, aligning with the user's interest in dramatic narratives as seen in "Dead Poets Society" and "The Right Stuff."  
  Rank 8: Movie 1404 - Reason: The crime and drama elements, particularly focusing on moral dilemmas, resonate with the user's interest in complex stories as seen in "Dead Poets Society."
  Rank 9: Movie 954 - Reason: The political and moral themes presented in this classic resonate with the user's appreciation for impactful storytelling, similar to "Rocky III."  
  Rank 10: Movie 543 - Reason: The comedic and romantic elements in this film connect with the user's enjoyment of light-hearted narratives, similar to "Ferris Bueller's Day Off."  