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Combine common axes
These books are ranked using the characterization labels extracted for Made in Korea.
Characterization labels used: socially awkward, precocious child, voracious learner, naive, misunderstood, self-aware, identity-seeking, sympathetic protagonist, cardboard cutouts, rogue scientist
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A gifted but abrasive teen uses his homemade drone to spy on others, then uncovers secrets that turn dangerous.
Why this is here
Characterization labels: gifted teen · arrogant protagonist · unsympathetic lead · socially awkward · technically gifted · moral ambiguity · character development · outsider
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1580
A middle school boy with supervillain parents must hide his own powers and team up with unexpected friends to save them.
Why this is here
Characterization labels: awkward kid · outsider · good kid · mysterious girl · best friend · supervillain parents · hero father · comic relief · morally ambiguous adults · developing powers · self-deprecating protagonist
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1585
A traumatized sec-unit runs a rescue mission on a vast torus station, facing humans, kids, and corporate danger.
Why this is here
Characterization labels: socially awkward · anti-social · snarky · traumatized · emotionally evolving · hyper-competent · self-aware · reluctant protector · competent under pressure · grumpy · wary of humans · soft spot for kids · mentor role · rogue construct · free agent
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1670
A broke student finds a discarded humanoid computer in the trash and becomes entangled in her mystery and their bond.
Why this is here
Characterization labels: awkward protagonist · poor student · technophobe · perverted male lead · childlike girl · infantilized character · cute character · mysterious outsider · naive companion · supporting cast ensemble
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1701
A lazy middle schooler accidentally eats knowledge pills and must use his new genius to save his school.
Why this is here
Characterization labels: lazy protagonist · average student · relatable kid · genius kid · best friend sidekick · smart crush · fun villain · scheming principal · quirky scientist · supportive family · responsible arc · matured protagonist
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1707
A bullied girl, her gifted brother, and a friend cross space-time to rescue a missing father from cosmic evil.
Why this is here
Characterization labels: awkward girl · gifted child · child prodigy · brilliant but flawed · moody heroine · socially awkward · popular boy · scientist parent · missing father · eccentric mentors · precocious child · relatable heroine · outcast child · supportive friend · fallible adults
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1738
An alternate-universe Harry Potter uses science and rationality to probe magic, challenge Hogwarts, and remake his fate.
Why this is here
Characterization labels: child prodigy · rationalist · smart protagonist · annoying genius · arrogant protagonist · self-centered protagonist · overly mature child · relatable flaws · dark lord aspiration · logical villain · over-the-top characterization · female characters weak
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1775
A chalk-based magic-school mystery follows a boy who can’t do the magic but knows it better than anyone.
Why this is here
Characterization labels: underdog · obsessive learner · nonmagical protagonist · quirky heroine · mentor figure · ambitious student · social outsider · flawed protagonist
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1786
A geology-loving teen falls into a sinkhole and must survive an underground colony, dangerous creatures, and a way home.
Why this is here
Characterization labels: socially awkward protagonist · anxious protagonist · aspiring scientist · geology nerd · coming-of-age arc · dynamic protagonist · relatable heroine · brave heroine · resourceful heroine · people-pleasing · low self-esteem · reluctant leader · smart side character · protective leader · insular community
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1794
A teen science nerd and his prankster brother fake an alien invasion, and their small-town lie spirals wildly out of control.
Why this is here
Characterization labels: introverted protagonist · science nerd · awkward teen · gay teen · boy genius · prankster brother · supportive parents · neurodivergent-coded protagonist · anxious protagonist · self-focused protagonist · character growth · dry wit
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1802
An alien meant to spend a month as a human on Earth accidentally lands in a cat’s body and finds a friend.
Why this is here
Characterization labels: quirky protagonist · socially awkward girl · animal lover · empathetic friend · alien scholar · immortal being · hive mind · lonely child · supportive grandmother · lovable side character · weird kid · outsider · rescuer · curious observer · catlike behavior
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1811
A young man chases the truth behind a deadly virus and discovers a reality far stranger than he imagined.
Why this is here
Characterization labels: young protagonist · medical student · genius child · scientist · pathologist · self-sacrificing hero · female objectification · emotionally reserved
Reader-connected: no
Semantic match: ranked by characterization
Distance: 0.1820
