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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
Focused on “socially awkward” where exact label matches exist.
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
Semantic match: ranked by characterization
Distance: 0.1580
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
Semantic match: ranked by characterization
Distance: 0.1670
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
Semantic match: ranked by characterization
Distance: 0.1738
A rogue security construct seeks the truth behind its erased past, aided by a sharp-witted transport AI.
Why this is here
Characterization labels: socially awkward · introverted · snarky · sarcastic · misanthropic · anxious · depressed · traumatized · rogue construct · protective · reluctant helper · free agent · personhood arc · sentient artificial being · awkward human mimicry
Semantic match: ranked by characterization
Distance: 0.1858
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
Semantic match: ranked by characterization
Distance: 0.1585
In 1999, an anxious boy meets a teen time traveler and gets pulled into a race between future knowledge and present life.
Why this is here
Characterization labels: anxious protagonist · shy boy · parentified child · single mother · maintenance man · older babysitter · time traveler · carefree teen · supportive adults · flawed characters · likeable characters · lonely child · socially awkward
Semantic match: ranked by characterization
Distance: 0.1926
An unnamed Kyoto college student relives four possible campus lives, chasing the one he thinks he missed.
Why this is here
Characterization labels: unnamed protagonist · disaffected student · antihero · unlikable protagonist · self-deprecating narrator · aimless young adult · socially awkward · mischievous friend · obnoxious friend · eccentric supporting cast · frenemy · mischief-maker · self-pitying · morally messy
Semantic match: ranked by characterization
Distance: 0.1978
After losing a leg, a socially awkward engineer pursues ever more radical prosthetic upgrades, drawing corporate and personal fallout.
Why this is here
Characterization labels: socially awkward · asocial · reclusive · engineer · scientist · obsessive · logical · emotionally detached · morally ambiguous · unlikable protagonist · cyborg protagonist · prosthetics expert · female love interest · corporate manager · side characters (strong)
Semantic match: ranked by characterization
Distance: 0.1995
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
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
Semantic match: ranked by characterization
Distance: 0.1707
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
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
Semantic match: ranked by characterization
Distance: 0.1786
