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Combine common axes
These books are ranked using the plot structure labels extracted for Dr.STONE 2.
Plot structure labels used: rising stakes, race against time, flashback interlude, parallel pursuit, mystery escalation, interrupted investigation, series setup, prologue transition
Focused on “series setup” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.
A Yellowstone ranger and a CDC scientist race to stop a bomb-triggered viral outbreak that could become a national catastrophe.
Why this is here
Plot structure labels: historical prologue · dual timeline · flashback opening · race against clock · chase-driven · twists and turns · multiple viewpoints · action-forward · cliffhanger ending · series setup · forward-and-back time jumps · parallel investigation
Semantic match: ranked by plot structure
Distance: 0.1361
An EMP strands a college freshman in Chicago, forcing her to flee chaos while protecting a young girl and finding family.
Why this is here
Plot structure labels: race against time · immediate aftermath · multi-perspective · intercut storylines · series setup · survival journey · fast escalation
Semantic match: ranked by plot structure
Distance: 0.1471
A snarky psychokinetic government operative has 24 hours to clear her name after a murder points straight at her.
Why this is here
Plot structure labels: race against time · murder mystery · quest for culprit · twists and reveals · opening set-piece · alternating POVs · action-first pacing · cliffhanger ending · series setup · information reveals over time
Semantic match: ranked by plot structure
Distance: 0.1527
A Chinese American girl hides behind a male avatar to compete in a VR esports tournament while facing doxxing and family pressure.
Why this is here
Plot structure labels: rising stakes · tournament rounds · competition arc · identity reveal · race against time · mystery threat · twist reveal · fast paced
Semantic match: ranked by plot structure
Distance: 0.1290
A forgettable teen time traveler and a street-smart girl race to fix a ruined timeline before history stays broken.
Why this is here
Plot structure labels: quest narrative · race against time · cause and effect · butterfly effect · time loop consequences · timequake chain reactions · series setup · cliffhanger ending · high-stakes chase · multiple eras · action-driven · mystery reveal
Semantic match: ranked by plot structure
Distance: 0.1647
A coded message sends four kids and a father on a globe-spanning chase for relics tied to Copernicus and a deadly secret.
Why this is here
Plot structure labels: clue chain · quest structure · race against time · globetrotting episodes · parallel pursuit · slow start · fast-paced finish · cliffhanger ending · series setup · multiple reveals
Semantic match: ranked by plot structure
Distance: 0.1669
In an overpopulated near-future society, a pregnant woman and her partner race to save their baby from state control.
Why this is here
Plot structure labels: race against time · on the run · journey plot · journey and escape · slow build · twist ending · cliffhanger ending · reveal ending · hidden secret · series setup
Semantic match: ranked by plot structure
Distance: 0.1676
In a collapsing Scadrial, Wax, Wayne, Marasi, and Steris race to stop a deadly plot while Cosmere forces intrude.
Why this is here
Plot structure labels: time jump · fast-paced · action-driven · mystery setup · race against time · multiple reveals · epilogues · setup and payoff · escalation · bittersweet ending · linear rise
Semantic match: ranked by plot structure
Distance: 0.1399
Joe Ledger and his team race to stop a terror weapon that triggers earthquakes, madness, and an end-of-the-world plot.
Why this is here
Plot structure labels: escalating stakes · multi-timeline · flashbacks · time jumps · intercut action · mystery reveal · midpoint action sequence · epilogue · series finale · callback-heavy
Semantic match: ranked by plot structure
Distance: 0.1400
A hardened protector escorts tourists through alien-powered jumps to alternate Earths, where survival is never assured.
Why this is here
Plot structure labels: fast paced · near constant action · non-stop action · disaster excursion · race against time · series setup · cliffhanger · twist ending · escalating stakes · multiple reveals · withheld background plot · survival ordeal
Semantic match: ranked by plot structure
Distance: 0.1728
An aging, drug-addicted imperial enforcer is sent to crush a rebellion on a colony world and must survive the fallout.
Why this is here
Plot structure labels: fast-paced · twists · plot reveals · gradual backstory reveal · flashbacks · race against time · series setup · withheld information · multiple conspiracy layers · mystery buildup
Semantic match: ranked by plot structure
Distance: 0.1745
A resourceful young woman from a trash-city joins a reality contest for a seat on humanity’s first manned Mars mission.
Why this is here
Plot structure labels: competition arc · underdog rise · quest structure · rising stakes · twists and sabotage · race against time · episodic challenges
Semantic match: ranked by plot structure
Distance: 0.1473
