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 358:Higher Learning (Genres: Romance, Drama, Crime; Language: en; Overview: Malik, an athlete, learns from Fudge about race and politics.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 991:Michael Collins (Genres: Drama, Thriller; Language: en; Overview: Michael Collins helped establish Irish Free State, facing subsequent vilification.), Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.), Movie 1650:Washington Square (Genres: Drama, Romance; Language: en; Overview: Heiress chooses between love and loneliness in 1870s New York.), Movie 2276:A Soldier's Daughter Never Cries (Genres: Drama; Language: it; Overview: Family struggles with identity, alcoholism, sexuality, and outsider status.), Movie 2360:The Celebration (Genres: Drama; Language: da; Overview: Sixtieth birthday party exposes family secrets through father-son conflict.), Movie 3006:The Insider (Genres: Drama, Thriller; Language: en; Overview: True story of Jeffrey Wigand's exposé on the tobacco industry.), Movie 3949:Requiem for a Dream (Genres: Crime, Drama; Language: en; Overview: Four ambitious individuals' lives are ruined by spiraling drug addictions.)
  There are 9 Candidates for recommendation: Movie 2303:Nashville (Genres: Drama, Music; Language: en; Overview: Interconnected Nashville stories explore music, relationships, and personal struggles.),, Movie 3408:Erin Brockovich (Genres: Drama; Language: en; Overview: Mother investigates injustice, uncovers cover-up, and triumphs against adversaries.), Movie 11:The American President (Genres: Comedy, Drama, Romance; Language: en; Overview: Widowed president pursues lobbyist, causing rumors and approval decline.),, Movie 612:The Pallbearer (Genres: Comedy, Romance; Language: en; Overview: Tom gives eulogy for friend he never met, faces complications.),, Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.),, Movie 2163:Attack of the Killer Tomatoes! (Genres: Comedy, Horror, Science Fiction; Language: en; Overview: Killer tomatoes revolt against humanity in this comedic B-movie.),, Movie 2061:Full Tilt Boogie (Genres: Documentary; Language: en; Overview: Documentary explores the making of From Dusk Till Dawn.),, Movie 2027:Jane Austen's Mafia! (Genres: Comedy, Crime; Language: en; Overview: Son of mafia king takes over for dying father in crime.),, Movie 1121:Glory Daze (Genres: Comedy; Language: en; Overview: Campus comedy blends punk rock and college life struggles.),
  
  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
  ...
  Rank9: 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 11 - Reason: The romantic and political themes in this film align with the user's interest in character-driven stories, similar to the emotional depth found in "Mr. Holland's Opus."
  
  Rank 2: Movie 1121 - Reason: This campus comedy resonates with the user's preference for films that explore personal struggles and relationships, akin to the themes in "Higher Learning."
  
  Rank 3: Movie 2163 - Reason: The absurdity and humor in this film offer a light-hearted contrast to the more serious dramas the user has watched, providing a comedic relief while still being engaging.
  
  Rank 4: Movie 612 - Reason: The romantic complications in this comedy echo the user's appreciation for character-driven narratives, akin to "Washington Square."
  
  Rank 5: Movie 2061 - Reason: As a documentary, this film provides a behind-the-scenes look at filmmaking, which may intrigue the user given their interest in the artistic aspects seen in "The People vs. Larry Flynt."
  
  Rank 6: Movie 3408 - Reason: This film's focus on social injustice and a strong female lead matches the user's preference for powerful dramas, similar to "Michael Collins."
  
  Rank 7: Movie 2027 - Reason: The comedic take on crime and family dynamics aligns with the user’s interest in character-focused narratives, similar to the themes present in "Trainspotting."
  
  Rank 8: Movie 1258 - Reason: The psychological horror elements in this film could appeal to the user's interest in intense and complex narratives, reflecting the darker themes found in "Requiem for a Dream."
  
  Rank 9: Movie 2303 - Reason: The exploration of music and personal stories resonates with the user's enjoyment of films like "Mr. Holland's Opus," which highlights the impact of music on relationships.
rejected: Rank 1: Movie 1121 - Reason: This campus comedy resonates with the user's preference for films that explore personal struggles and relationships, akin to the themes in "Higher Learning."
  Rank 2: Movie 2163 - Reason: The absurdity and humor in this film offer a light-hearted contrast to the more serious dramas the user has watched, providing a comedic relief while still being engaging.
  Rank 3: Movie 1258 - Reason: The psychological horror elements in this film could appeal to the user's interest in intense and complex narratives, reflecting the darker themes found in "Requiem for a Dream."
  Rank 4: Movie 11 - Reason: The romantic and political themes in this film align with the user's interest in character-driven stories, similar to the emotional depth found in "Mr. Holland's Opus."
  Rank 5: Movie 612 - Reason: The romantic complications in this comedy echo the user's appreciation for character-driven narratives, akin to "Washington Square."
  Rank 6: Movie 2303 - Reason: The exploration of music and personal stories resonates with the user's enjoyment of films like "Mr. Holland's Opus," which highlights the impact of music on relationships.
  Rank 7: Movie 2061 - Reason: As a documentary, this film provides a behind-the-scenes look at filmmaking, which may intrigue the user given their interest in the artistic aspects seen in "The People vs. Larry Flynt."
  Rank 8: Movie 2027 - Reason: The comedic take on crime and family dynamics aligns with the user’s interest in character-focused narratives, similar to the themes present in "Trainspotting."
  Rank 9: Movie 3408 - Reason: This film's focus on social injustice and a strong female lead matches the user's preference for powerful dramas, similar to "Michael Collins."