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 407:In the Mouth of Madness (Genres: Horror, Mystery, Thriller; Language: en; Overview: Insurance investigator uncovers chaos in town after author disappears.), Movie 663:Kids in the Hall: Brain Candy (Genres: Comedy; Language: en; Overview: Pill enhances happy memories but causes unfortunate side effects.), 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 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 1965:Repo Man (Genres: Comedy, Crime, Science Fiction, Thriller; Language: en; Overview: Young punk becomes repo man, faces aliens, CIA, and Chevy.), Movie 2005:The Goonies (Genres: Adventure, Comedy, Family; Language: en; Overview: Teenagers discover treasure map, seek One-Eyed Willie to save homes.), Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.), Movie 3098:The Natural (Genres: Drama; Language: en; Overview: Roy Hobbs revives a failing baseball team with magical abilities.), Movie 3556:The Virgin Suicides (Genres: Drama, Romance; Language: en; Overview: Male friends obsess over five sheltered sisters from strict parents.)
  There are 10 Candidates for recommendation: Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.),, Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.),, Movie 524:Rudy (Genres: Drama; Language: en; Overview: Rudy, small and unskilled, dreams of playing football at Notre Dame.),, Movie 2710:The Blair Witch Project (Genres: Horror, Mystery; Language: en; Overview: Three student filmmakers disappeared in 1994; footage found a year later.),, Movie 107:Muppet Treasure Island (Genres: Action, Comedy, Music, Family, Adventure; Language: en; Overview: Jim and friends seek treasure but face betrayal at sea.),, Movie 1546:Schizopolis (Genres: Comedy; Language: en; Overview: Fletcher Munson is a passive worker at Eventualism self-help corporation.),, Movie 3478:La Bamba (Genres: Drama, Music; Language: en; Overview: Ritchie Valens' rise to fame tragically ended in a crash.),, Movie 2103:Tall Tale (Genres: Adventure; Language: en; Overview: Boy inspired by legends fights evil baron to save farm.),, Movie 3860:The Opportunists (Genres: Comedy, Crime, Drama, Romance; Language: en; Overview: Mechanic teams with cousin for heist to solve financial troubles.), Movie 1031:Bedknobs and Broomsticks (Genres: Adventure, Fantasy, Animation, Comedy, Family, Music; Language: en; Overview: Children evacuated in WWII discover their guardian is a trainee witch.),
  
  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 1546 - Reason: This movie's unique comedic approach and surreal storytelling resonate with the user's appreciation for creative narratives, as seen in their history with films like "Repo Man."
  
  Rank 2: Movie 107 - Reason: The adventurous and comedic elements in this film align with the user’s enjoyment of fun adventures like "The Goonies," making it an appealing choice.
  
  Rank 3: Movie 2103 - Reason: This film's adventurous spirit and themes of heroism tie closely to the user's fondness for adventure films, particularly evident in "Raiders of the Lost Ark."
  
  Rank 4: Movie 1031 - Reason: The blend of adventure, fantasy, and comedy in this movie connects with the user's interest in family-friendly and imaginative stories, similar to "The Goonies."
  
  Rank 5: Movie 529 - Reason: The dramatic and intellectual themes of this film about a chess prodigy resonate with the user’s appreciation for character-driven stories like "To Kill a Mockingbird."
  
  Rank 6: Movie 3860 - Reason: The mix of comedy, crime, and drama in this film matches the user’s taste for lighthearted narratives with deeper undertones, as seen in "Repo Man."
  
  Rank 7: Movie 3478 - Reason: This film's dramatic and musical elements reflect the user's interest in emotionally compelling stories, akin to "Midnight Cowboy."
  
  Rank 8: Movie 2710 - Reason: The horror and mystery elements in this film align with the user's enjoyment of suspenseful narratives, as shown in their history with "In the Mouth of Madness."
  
  Rank 9: Movie 3635 - Reason: The action and adventure components of this Bond film resonate with the user's interest in thrilling escapades, similar to "Raiders of the Lost Ark."
  
  Rank 10: Movie 524 - Reason: This film’s inspirational story about perseverance in sports connects with the user's appreciation for uplifting dramas like "The Natural."
rejected: Rank 1: Movie 3478 - Reason: This film's dramatic and musical elements reflect the user's interest in emotionally compelling stories, akin to "Midnight Cowboy."
  Rank 2: Movie 1031 - Reason: The blend of adventure, fantasy, and comedy in this movie connects with the user's interest in family-friendly and imaginative stories, similar to "The Goonies."
  Rank 3: Movie 1546 - Reason: This movie's unique comedic approach and surreal storytelling resonate with the user's appreciation for creative narratives, as seen in their history with films like "Repo Man."
  Rank 4: Movie 107 - Reason: The adventurous and comedic elements in this film align with the user’s enjoyment of fun adventures like "The Goonies," making it an appealing choice.
  Rank 5: Movie 3860 - Reason: The mix of comedy, crime, and drama in this film matches the user’s taste for lighthearted narratives with deeper undertones, as seen in "Repo Man."
  Rank 6: Movie 2710 - Reason: The horror and mystery elements in this film align with the user's enjoyment of suspenseful narratives, as shown in their history with "In the Mouth of Madness."
  Rank 7: Movie 524 - Reason: This film’s inspirational story about perseverance in sports connects with the user's appreciation for uplifting dramas like "The Natural."
  Rank 8: Movie 3635 - Reason: The action and adventure components of this Bond film resonate with the user's interest in thrilling escapades, similar to "Raiders of the Lost Ark."
  Rank 9: Movie 529 - Reason: The dramatic and intellectual themes of this film about a chess prodigy resonate with the user’s appreciation for character-driven stories like "To Kill a Mockingbird."
  Rank 10: Movie 2103 - Reason: This film's adventurous spirit and themes of heroism tie closely to the user's fondness for adventure films, particularly evident in "Raiders of the Lost Ark."