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Combine common axes
These books are ranked using the plot structure labels extracted for The Delver.
Plot structure labels used: cave-in setup, journey plot, survival ordeal, isolated couple, close-quarters tension, repeated obstacles, HEA
Focused on “obstacle course” 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.
The Doctor and Clara join a deep-space expedition to a vanished alien route, where survival and secrets collide.
Why this is here
Plot structure labels: quest plot · expedition narrative · survival plot · mystery reveal · slow build · rising tension · obstacle course · crew dwindles · twists and turns · climactic reveal
Semantic match: ranked by plot structure
Distance: 0.2078
A teen girl in a virus-ravaged Florida world must flee cannibal gangs and find a safer home with unlikely allies.
Why this is here
Plot structure labels: journey narrative · survival quest · escalating danger · cliffhanger ending · episodic obstacles · twists · road trip structure · withheld explanation
Semantic match: ranked by plot structure
Distance: 0.1932
A scientist and two companions are trapped aboard a mysterious submarine on a worldwide voyage beneath the sea.
Why this is here
Plot structure labels: mystery setup · reveal twist · captivity arc · travelogue structure · episodic adventure · extended descriptive passages · abrupt ending · escape attempt · danger-and-survival loop
Semantic match: ranked by plot structure
Distance: 0.2060
A disgraced space janitor boards a dead research ship and finds its crew alive, infected, and hiding a deadly alien secret.
Why this is here
Plot structure labels: isolated survival · claustrophobic setup · slow-burn build · multiple perspectives · flashbacks · mystery reveal · twist ending
Semantic match: ranked by plot structure
Distance: 0.2072
In a collapsing America, a reluctant mother and daughter seek shelter in a women-only colony with dangerous secrets.
Why this is here
Plot structure labels: survival journey · slow reveal · twists · multiple timelines · flashbacks · gradual secrets · epilogue reveal · withheld explanation · present-and-past intercut
Semantic match: ranked by plot structure
Distance: 0.2181
A survival-minded family rides out nuclear war in a bunker, then discovers a radically altered future society.
Why this is here
Plot structure labels: two-part structure · survival first · social reveal · major twist · abrupt genre shift · quest-like escape · slow first half · more interesting second half
Semantic match: ranked by plot structure
Distance: 0.2193
A hapless space rogue is forced into a chaotic galaxy-spanning rescue mission in a corporate-saturated future.
Why this is here
Plot structure labels: episodic · misadventures · escape-and-chase · quest journey · deceptive setup · escalating predicaments · repeated reversals · late convergence
Semantic match: ranked by plot structure
Distance: 0.2200
A girl, her brother, and a friend cross space and time to find her missing father and face a cosmic darkness.
Why this is here
Plot structure labels: mission quest · journey narrative · episodic obstacles · faithful adaptation · condensed retelling · rapid pace · build-up · reveal · final confrontation
Semantic match: ranked by plot structure
Distance: 0.2268
A Moscow flu outbreak forces a mismatched group into a winter road escape toward a remote lake and uncertain safety.
Why this is here
Plot structure labels: road journey · escape narrative · episodic travel · rising tension · psychological escalation · withheld resolution · open ending · repetitive hazards · survival obstacles
Semantic match: ranked by plot structure
Distance: 0.2272
In a world where seeing something can drive you mad, a mother must blindfold herself and her children to survive a river escape.
Why this is here
Plot structure labels: alternating timelines · flashbacks · present-and-past interweaving · withheld explanation · open ending · journey narrative · survival gauntlet · slow reveal
Semantic match: ranked by plot structure
Distance: 0.2282
Tiny nomes face demolition of their whole world and must lead a daring escape into the Outside.
Why this is here
Plot structure labels: quest narrative · escape plan · road trip · slow start · builds to adventure · open ending · series setup · two-group convergence · reveals hidden history
Semantic match: ranked by plot structure
Distance: 0.2284
A teen regent and his friends cross from magic into Mundania to rescue missing rulers and find a way through the impossible.
Why this is here
Plot structure labels: quest narrative · travel journey · missing person search · multiple companion quest · parallel plotlines · repeated puns · revelation through discovery · happy ending
Semantic match: ranked by plot structure
Distance: 0.2284
