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These books are ranked using the setting labels extracted for The Mad Scientist's Daughter.
Setting labels used: near future, post-apocalyptic, post-disaster, dystopian future, alternate future, climate-changed world, small-town America, isolated house, moon base, robots in daily life
Focused on “underground bunkers” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A rule-bound robot discovers a living human girl and must choose between protocol and helping her survive.
Why this is here
Setting labels: future Earth · post-apocalyptic · robot society · solar power · ruined world · underground bunkers · environmental recovery · totalitarian society · near-future
Semantic match: ranked by setting
Distance: 0.1157
Early Judge Dredd adventures, collected in order, mix short sci-fi crime tales with dark satire in Mega-City One.
Why this is here
Setting labels: near-future · post-apocalyptic future · mega-city · urban dystopia · space colony · moonbase · North American setting · totalitarian society · automated society
Semantic match: ranked by setting
Distance: 0.0993
A themed anthology of short fiction imagining robot uprisings, AI rebellion, and the human cost of future tech gone wrong.
Why this is here
Setting labels: near future · post-apocalyptic future · post-robot rebellion · technological future · household technology · AI-mediated world · dystopian future
Semantic match: ranked by setting
Distance: 0.0994
A sheltered girl in a flooded future city uncovers family secrets, folklore, and a mysterious neighbor’s hidden life.
Why this is here
Setting labels: near future · post-apocalyptic · dystopian future · flooded city · partially submerged city · island city · apartment tower · high-rise building · climate catastrophe · urban decay · alternate world
Semantic match: ranked by setting
Distance: 0.1003
A queer speculative story collection uses body horror, myth, and dystopia to explore transness, survival, and belonging.
Why this is here
Setting labels: near future · mid-apocalyptic · post-apocalyptic · dystopian · moon colony · alternative reality · contemporary setting · city under climate threat · church shelter · science fictional world · fantastical world
Semantic match: ranked by setting
Distance: 0.1021
A secret sleeper program races to save a select few from an extinction-level comet and wakes into a changed world.
Why this is here
Setting labels: near future · Earth · underground shelters · secret facility · post-apocalyptic world · radiation crisis · dystopian future · apocalyptic Earth
Semantic match: ranked by setting
Distance: 0.1034
In a woman-scarce future Alaska, one fugitive bride is matched to six husbands and a past that won’t stay buried.
Why this is here
Setting labels: future world · dystopian world · post apocalyptic world · Alaska · safe haven · government compound · near future · alternate universe
Semantic match: ranked by setting
Distance: 0.1063
In a genetically engineered near-future America, rival castes fight over work, power, and who should control advanced technology.
Why this is here
Setting labels: future America · post-apocalyptic · dystopian future · orbital habitat · island retreat · near-future · technologically degraded society · genetically altered world · class-divided society
Semantic match: ranked by setting
Distance: 0.1065
A father is involuntarily thrust forward through time in ever-longer leaps, as his son races to bring him back.
Why this is here
Setting labels: contemporary America · near future · far future · post-apocalyptic future · utopian future · dystopian future · deep time · Earth
Semantic match: ranked by setting
Distance: 0.1083
In a dying future, a kidnapped teen bride plots escape from a gilded prison built on genetic failure.
Why this is here
Setting labels: dystopian future · post-apocalyptic America · isolated mansion · gilded cage · collapsed society · surveillance house · near-future · alternate reality
Semantic match: ranked by setting
Distance: 0.1087
After a tech-company plane crash, survivors find a high-tech island house whose secrets turn survival into paranoia.
Why this is here
Setting labels: near future · dystopian future · deserted island · tropical island · isolated mansion · smart home · techno-dystopia
Semantic match: ranked by setting
Distance: 0.1089
An Indigenous queer anthology of nine speculative stories imagining post-apocalyptic futures shaped by love, land, and survival.
Why this is here
Setting labels: post-apocalyptic · dystopian · utopian · near-future · future worlds · spacefaring · virtual reality · alternative reality · Earth-bound · off-world
Semantic match: ranked by setting
Distance: 0.1105
