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 670:The World of Apu (Genres: Drama; Language: bn; Overview: Apu, a jobless ex-student, dreams of writing while visiting.), Movie 907:The Gay Divorcee (Genres: Comedy, Music, Romance; Language: en; Overview: Guy unknowingly becomes involved in Mimi's deceptive love affair.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.), Movie 1288:This Is Spinal Tap (Genres: Comedy, Music; Language: en; Overview: "This Is Spinal Tap" explores a struggling metal band's journey.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 2937:The Palm Beach Story (Genres: Comedy, Romance; Language: en; Overview: Gerry and Tom struggle; she seeks divorce after financial issues.), Movie 3629:The Gold Rush (Genres: Adventure, Comedy, Drama; Language: en; Overview: Prospector seeks gold in Alaska, loves Georgia, faces tough characters.)
  There are 10 Candidates for recommendation: Movie 1640:Def Jam's How to Be a Player (Genres: Comedy, Romance; Language: en; Overview: Playboy Dray's escapades lead to a revealing Malibu party.),, Movie 2086:One Magic Christmas (Genres: Family, Fantasy; Language: en; Overview: Ginny finds Christmas joy through her daughter's faith and guardian angel.),, Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.),, Movie 391:Jason's Lyric (Genres: Crime, Drama, Romance; Language: en; Overview: Young man confronts fears about love, family, and friendships.),, Movie 3478:La Bamba (Genres: Drama, Music; Language: en; Overview: Ritchie Valens' rise to fame tragically ended in a crash.), Movie 2938:Man Facing Southeast (Genres: Mystery, Science Fiction, Drama; Language: es; Overview: Alien patient critiques humanity; psychiatrist struggles with institutional obligations.),, Movie 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.),, Movie 1356:Star Trek: First Contact (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Borg threaten Earth; Picard pursues them through time to stop.),, Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.),, Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.),
  
  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 1356 - Reason: This movie combines science fiction, action, and adventure elements, aligning strongly with the user's interest in imaginative and thrilling narratives as seen in their history with E.T. the Extra-Terrestrial.
  
  Rank 2: Movie 2938 - Reason: The film's exploration of humanity through a mystery and science fiction lens resonates with the user's appreciation for thought-provoking themes found in To Kill a Mockingbird.
  
  Rank 3: Movie 349 - Reason: This action-driven narrative with political intrigue aligns with the user's interest in complex stories that involve ethical dilemmas, similar to the drama in To Kill a Mockingbird.
  
  Rank 4: Movie 1834 - Reason: The crime and mystery elements in this film reflect the user's taste for intricate plots, akin to the dramatic tensions present in To Kill a Mockingbird.
  
  Rank 5: Movie 235 - Reason: This comedy-drama about an unconventional filmmaker appeals to the user's appreciation for character-driven stories, reminiscent of the humor found in Waiting for Guffman.
  
  Rank 6: Movie 1640 - Reason: The comedic escapades in this film resonate with the user's enjoyment of light-hearted narratives, similar to the humor in Ferris Bueller's Day Off.
  
  Rank 7: Movie 3478 - Reason: The dramatic rise and tragic fall in this musical biography aligns with the user's interest in emotional storytelling, akin to the profound themes in The World of Apu.
  
  Rank 8: Movie 2086 - Reason: This family-oriented fantasy film connects with the user's enjoyment of heartwarming narratives, similar to the family themes present in A Bug's Life.
  
  Rank 9: Movie 954 - Reason: The political comedy-drama reflects the user's interest in stories that challenge societal norms, much like the social commentary in To Kill a Mockingbird.
  
  Rank 10: Movie 391 - Reason: The exploration of love and family dynamics in this crime drama matches the user's appreciation for deep emotional themes, similar to those found in The World of Apu.
rejected: Rank 1: Movie 349 - Reason: This action-driven narrative with political intrigue aligns with the user's interest in complex stories that involve ethical dilemmas, similar to the drama in To Kill a Mockingbird.
  Rank 2: Movie 391 - Reason: The exploration of love and family dynamics in this crime drama matches the user's appreciation for deep emotional themes, similar to those found in The World of Apu.
  Rank 3: Movie 2938 - Reason: The film's exploration of humanity through a mystery and science fiction lens resonates with the user's appreciation for thought-provoking themes found in To Kill a Mockingbird.
  Rank 4: Movie 1640 - Reason: The comedic escapades in this film resonate with the user's enjoyment of light-hearted narratives, similar to the humor in Ferris Bueller's Day Off.
  Rank 5: Movie 235 - Reason: This comedy-drama about an unconventional filmmaker appeals to the user's appreciation for character-driven stories, reminiscent of the humor found in Waiting for Guffman.
  Rank 6: Movie 3478 - Reason: The dramatic rise and tragic fall in this musical biography aligns with the user's interest in emotional storytelling, akin to the profound themes in The World of Apu.
  Rank 7: Movie 954 - Reason: The political comedy-drama reflects the user's interest in stories that challenge societal norms, much like the social commentary in To Kill a Mockingbird.
  Rank 8: Movie 1356 - Reason: This movie combines science fiction, action, and adventure elements, aligning strongly with the user's interest in imaginative and thrilling narratives as seen in their history with E.T. the Extra-Terrestrial.
  Rank 9: Movie 2086 - Reason: This family-oriented fantasy film connects with the user's enjoyment of heartwarming narratives, similar to the family themes present in A Bug's Life.
  Rank 10: Movie 1834 - Reason: The crime and mystery elements in this film reflect the user's taste for intricate plots, akin to the dramatic tensions present in To Kill a Mockingbird.