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Combine common axes
These books are ranked using the characterization labels extracted for The Rhythm of Time.
Characterization labels used: seventh grader, tween protagonist, boy protagonist, Black girl genius, STEM girl, rapper, aspiring rapper, tech genius, homeschooler, strict parent conflict, supportive adults, bullied kid, rebellious streak, smart kids, curious kid, middle-class family, Black family
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A teen genius in Savannah finds a space-time glitch that turns his awkward coming-of-age into a quantum adventure.
Why this is here
Characterization labels: teenage genius · boy genius · quirky teen · angsty teen · isolated protagonist · outcast · adopted child · Black teen · single-parent child · scientifically minded
Semantic match: ranked by characterization
Distance: 0.1668
A sixth grader hiding his alien identity must face a strange change, a vanishing friend group, and a hidden truth.
Why this is here
Characterization labels: sixth grader · tween protagonist · curious hero · empathetic protagonist · rebellious child · supportive parents · best friend · first crush · mysterious villain · controlling parent · resourceful kid
Semantic match: ranked by characterization
Distance: 0.1700
A teen math prodigy with leukemia and a D&D friend group gets pulled into a time-travel mystery that could save a girl.
Why this is here
Characterization labels: boy genius · math prodigy · social outcast · geeky teens · misfit friends · bullied teen · terminally ill protagonist · supportive friends · psychopathic antagonist · new girl · goth girl · rich kid · awkward teen · lovable characters
Semantic match: ranked by characterization
Distance: 0.1739
A teenage hacker with a new family must stop the criminal mastermind who raised him before targeted attacks destroy everything he loves.
Why this is here
Characterization labels: child genius · boy genius · hacker · prodigy · criminal mastermind · abusive mentor · adopted teen · paranoid protagonist · protective protagonist · morally conflicted · proactive hero · obsessive fixer · disabled character
Semantic match: ranked by characterization
Distance: 0.1751
A sheltered teen from a teleporting family discovers her own powers and pushes into school, friends, and danger.
Why this is here
Characterization labels: teen protagonist · female protagonist · smart protagonist · brilliant teen · homeschooled · overprotective father · paranoid father · supportive mother · family unit · lonely teen · self-educated · competent characters · flawed protagonist · precocious teen · geeky protagonist · likable protagonist
Semantic match: ranked by characterization
Distance: 0.1760
A preteen genius tries to stop her own transformation, but a time-lost dinosaur turns her plan into chaos and friendship.
Why this is here
Characterization labels: child genius · preteen heroine · black girl protagonist · misfit · inventor · skeptical · headstrong · protective dinosaur · relatable outsider · snarky · brave
Semantic match: ranked by characterization
Distance: 0.1791
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: 0.1802
A moon-obsessed teen wins a space suit, then gets swept into a far stranger adventure that tests science and nerve.
Why this is here
Characterization labels: teen protagonist · girl genius · supportive father · eccentric father · smart children · resourceful · self-reliant · brave · ingenious · precocious · methodical · quippy · courage under pressure · tinkerer
Semantic match: ranked by characterization
Distance: 0.1894
A Black tween’s laundry-avoidance scheme derails into a blackout mystery that leaves him and his friends alone in the neighborhood.
Why this is here
Characterization labels: tween protagonist · Black boy protagonist · ADHD · snarky narrator · likable protagonist · vulnerable narrator · neurodivergent character · stepfamily adjustment · grieving child · funny kid · bossy mother · stepfather · annoying older brother · best friend group
Semantic match: ranked by characterization
Distance: 0.1904
A late-blooming kid gets sent to Jedi school instead of pilot training and navigates friendship, bullies, and Force lessons.
Why this is here
Characterization labels: young protagonist · reluctant student · aspiring pilot · gifted potential · awkward kid · new kid · bullied student · artist · comic maker · supportive family · wise mentor · teacher figure · bully · love interest · best friend
Semantic match: ranked by characterization
Distance: 0.1929
A queer teen uses a time machine to uncover her family’s hidden past and untangle a love story spread across history.
Why this is here
Characterization labels: teen protagonist · adopted child · whiz kid · programmer · scientist parents · AI sidekick · impulsive heroine · headstrong · smart but reckless · emotionally intense · immature teenager · brilliant · queer heroine · love interest · supportive parents · famous parents · fugitive parents
Semantic match: ranked by characterization
Distance: 0.1929
A 15-year-old boy wakes up invisible and teams with a blind girl while his family races to explain and reverse it.
Why this is here
Characterization labels: teen protagonist · relatable teen · sarcastic teen · angsty teen · physicist parent · blind girl · independent girl · supportive parents · smart parent · quick-thinking protagonist · emotionally controlled narrator · mature growth arc
Semantic match: ranked by characterization
Distance: 0.1941
