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These books are ranked using the characterization labels extracted for Dr.STONE 2.
Characterization labels used: arrogant protagonist, genius hero, science-minded protagonist, physically powerful antagonist, idealist antagonist, supportive friend, resourceful inventor, battle-ready newcomer, flashback characterization, character backstory
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A genius Tech-Priest leads a dead-world expedition into buried xenos secrets while past and present collide.
Why this is here
Characterization labels: genius protagonist · mad scientist · arrogant protagonist · eccentric scientist · charismatic antihero · heretical thinker · loner genius · tortured backstory · stoic warriors · transhuman characters · divisive protagonist
Semantic match: ranked by characterization
Distance: 0.1052
A near-future scientific accident and a worsening planet force rival factions to race to save Earth.
Why this is here
Characterization labels: scientist protagonist · brilliant scientist · ensemble characters · genius characters · activist characters · authoritarian antagonists · moral ambiguity
Semantic match: ranked by characterization
Distance: 0.1278
The world’s smartest man races through a globetrotting conspiracy to stop a parallel-Earth invasion and global disaster.
Why this is here
Characterization labels: genius protagonist · overpowered hero · omnicompetent hero · arrogant protagonist · cocky hero · charismatic hero · flawless protagonist · billionaire hero · stuntman hero · occult expert · scientist · composer · athlete · detective-like hero
Semantic match: ranked by characterization
Distance: 0.1301
Senku enters a survivor village and uses science, persuasion, and inventions to recruit allies and advance civilization.
Why this is here
Characterization labels: scientist protagonist · curious inventor · trickster ally · fighter ally · novice scientist · comic expressions · overconfident protagonist · resourceful leader · supportive side characters · villainous threat · antiheroic pragmatist
Semantic match: ranked by characterization
Distance: 0.1313
Doctor Octopus in Spider-Man’s body faces a citywide Goblin uprising, forcing a final showdown and Peter Parker’s return.
Why this is here
Characterization labels: arrogant genius · antihero · redeemable villain · troubled hero · resourceful protagonist · obsessive villain · narcissistic · self-sacrificing · controlling · competent strategist
Semantic match: ranked by characterization
Distance: 0.1355
A newly graduated officer is exiled to a frozen posting, then swept into a covert crisis that tests his luck and command skills.
Why this is here
Characterization labels: hyperactive protagonist · clever protagonist · manipulative protagonist · lucky protagonist · young officer · mad genius · underestimated hero · complex protagonist · vulnerable hero · competent supporting cast · strong supporting characters · female villain
Semantic match: ranked by characterization
Distance: 0.1388
A brilliant scientist tied to a cure project must survive the outbreak he helped unleash as the world collapses.
Why this is here
Characterization labels: scientist protagonist · geneticist protagonist · biologist protagonist · guilt-ridden hero · conflicted hero · methodical protagonist · intelligent protagonist · physically imposing protagonist · genius hero · marty stu (minority) · character-driven
Semantic match: ranked by characterization
Distance: 0.1393
A wealthy burnout dives into a VRMMO’s head start, gaining a snarky sentient axe and a target on his back.
Why this is here
Characterization labels: flawed protagonist · rich protagonist · reluctant hero · sarcastic protagonist · AI companion · sentient weapon · abrasive companion · supporting cast growth · progression arc · fallible MC
Semantic match: ranked by characterization
Distance: 0.1408
In a post-apocalyptic crater city, an engineer helps a recluse chase human flight while danger, secrecy, and romance close in.
Why this is here
Characterization labels: rational heroine · engineer protagonist · reluctant romantic · reclusive inventor · young genius · orphaned youth · strong-willed protagonist · emotion-versus-logic · flawed heroine · eccentric characters
Semantic match: ranked by characterization
Distance: 0.1417
A surface-dweller enters a hidden underground civilization and becomes caught in the events that lead to its fall.
Why this is here
Characterization labels: brave heroine · curious protagonist · honorable protagonist · scientific mind · geologist · inventive society · loyal friend · arrogant elite · charismatic villain · manipulative antagonist · troubled antihero · character-driven conflict
Semantic match: ranked by characterization
Distance: 0.1434
A memory-bound recorder joins a time-travel task force and gets pulled into dangerous missions, paradoxes, and slow-burn love.
Why this is here
Characterization labels: genius protagonist · hyperthymesia · introverted · solitary · strong-willed · capable · competent team leader · confident · assertive · commanding · badass · snarky · tragic past · trauma · memory burden · closeted character · opposites attract
Semantic match: ranked by characterization
Distance: 0.1453
Miles takes a covert rescue job on a corrupt world, only to confront genetic exploitation and an unlikely ally.
Why this is here
Characterization labels: brilliant protagonist · charismatic protagonist · resourceful protagonist · compassionate protagonist · impulsive protagonist · outsider protagonist · physically impaired protagonist · mercenary captain · genetically engineered soldier · geneticist · quaddie · hermaphrodite character · mutant · monster girl · teen soldier · young prisoner · villainous scientist · criminal boss
Semantic match: ranked by characterization
Distance: 0.1458
