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 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.), Movie 647:Courage Under Fire (Genres: Drama, Thriller, Mystery, War; Language: en; Overview: Officer's friendly fire mistake leads to investigation of inconsistencies.), 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 1286:Somewhere in Time (Genres: Science Fiction, Drama, Fantasy, Romance; Language: en; Overview: Young writer time-travels, falls in love with actress, faces challenges.), Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), 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 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.), Movie 2470:Crocodile Dundee (Genres: Adventure, Comedy; Language: en; Overview: Crocodile Dundee navigates New York City, blending cultures humorously.), Movie 3062:The Longest Day (Genres: Action, Drama, History, War; Language: en; Overview: D-Day retold from multiple perspectives: Allies and Germans' experiences.)
  There are 10 Candidates for recommendation: Movie 1470:Rhyme & Reason (Genres: Documentary; Language: en; Overview: Study explores hip-hop's popularity and future through interviews.),, Movie 3055:Felicia's Journey (Genres: Drama; Language: en; Overview: A bachelor and teenager transform each other's lives through redemption.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.),, Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.),, Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.),, Movie 2659:It Came from Hollywood (Genres: Comedy, Documentary; Language: en; Overview: Classic bad films compilation featuring Ed Wood and special tributes.),, Movie 2905:Sanjuro (Genres: Drama, Action, Comedy; Language: ja; Overview: Mifune excels in "Sanjuro," challenging samurai ideals with humor.),, Movie 1003:Extreme Measures (Genres: Drama, Thriller; Language: en; Overview: British doctor investigates mysterious death, uncovers dangerous hospital secrets.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.),
  
  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 3055 - Reason: This drama focuses on transformation and redemption, resonating with the emotional depth found in the user's history, particularly in films like "Rain Man" and "Children of a Lesser God."  
  Rank 2: Movie 597 - Reason: This romantic comedy features a transformative relationship, aligning with the user's interest in character-driven romantic narratives seen in "When Harry Met Sally..." and "Children of a Lesser God."  
  Rank 3: Movie 1387 - Reason: The thrilling adventure and suspense of this horror film align with the user's appreciation for intense narratives, as evidenced by their viewing of "Courage Under Fire" and "The Hunt for Red October."  
  Rank 4: Movie 1003 - Reason: This drama-thriller features a complex investigation, appealing to the user's preference for intricate storytelling similar to "Courage Under Fire."  
  Rank 5: Movie 2905 - Reason: This film's blend of action and humor offers a unique take on samurai ideals, which may attract the user based on their interest in character-centric stories like "Mr. Holland's Opus."  
  Rank 6: Movie 2659 - Reason: The comedic documentary format may appeal to the user's sense of humor, similar to the light-hearted elements found in "Crocodile Dundee."  
  Rank 7: Movie 1380 - Reason: This romantic musical captures high school dynamics, which resonates with the user's interest in coming-of-age stories like "When Harry Met Sally..." and "Back to the Future."  
  Rank 8: Movie 914 - Reason: This classic musical drama showcases character transformation, paralleling themes from the user's favorite films such as "Mr. Holland's Opus."  
  Rank 9: Movie 1470 - Reason: The documentary exploring hip-hop culture may intrigue the user given their interest in diverse narratives and character explorations, as seen in "Rain Man."  
  Rank 10: Movie 1198 - Reason: This action-adventure film offers thrilling escapades that align with the user's taste for adventure and excitement, evident from their enjoyment of "Back to the Future."
rejected: Rank 1: Movie 1198 - Reason: This action-adventure film offers thrilling escapades that align with the user's taste for adventure and excitement, evident from their enjoyment of "Back to the Future."
  Rank 2: Movie 2659 - Reason: The comedic documentary format may appeal to the user's sense of humor, similar to the light-hearted elements found in "Crocodile Dundee."  
  Rank 3: Movie 1380 - Reason: This romantic musical captures high school dynamics, which resonates with the user's interest in coming-of-age stories like "When Harry Met Sally..." and "Back to the Future."  
  Rank 4: Movie 1387 - Reason: The thrilling adventure and suspense of this horror film align with the user's appreciation for intense narratives, as evidenced by their viewing of "Courage Under Fire" and "The Hunt for Red October."  
  Rank 5: Movie 3055 - Reason: This drama focuses on transformation and redemption, resonating with the emotional depth found in the user's history, particularly in films like "Rain Man" and "Children of a Lesser God."  
  Rank 6: Movie 2905 - Reason: This film's blend of action and humor offers a unique take on samurai ideals, which may attract the user based on their interest in character-centric stories like "Mr. Holland's Opus."  
  Rank 7: Movie 597 - Reason: This romantic comedy features a transformative relationship, aligning with the user's interest in character-driven romantic narratives seen in "When Harry Met Sally..." and "Children of a Lesser God."  
  Rank 8: Movie 914 - Reason: This classic musical drama showcases character transformation, paralleling themes from the user's favorite films such as "Mr. Holland's Opus."  
  Rank 9: Movie 1003 - Reason: This drama-thriller features a complex investigation, appealing to the user's preference for intricate storytelling similar to "Courage Under Fire."  
  Rank 10: Movie 1470 - Reason: The documentary exploring hip-hop culture may intrigue the user given their interest in diverse narratives and character explorations, as seen in "Rain Man."  