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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 “future Earth” 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 protocol-bound robot valet kills his master and wanders a collapsed future world searching for purpose.
Why this is here
Setting labels: future Earth · dystopian wasteland · post-apocalyptic world · post-human world · robot-run society · collapsed civilization · manor house · decaying infrastructure
Semantic match: ranked by setting
Distance: 0.1127
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
A young guild apprentice learns his city’s survival depends on a secret, ever-moving journey through a warped world.
Why this is here
Setting labels: future Earth · mobile city · post-apocalyptic wasteland · hostile landscape · closed habitat · isolated society · alternate physics · hyperbolic space · mathematical world · dystopian future
Semantic match: ranked by setting
Distance: 0.1171
A scavenging teen and her robot pony race aliens and outlaws across a post-tech future Earth.
Why this is here
Setting labels: future Earth · post-apocalyptic world · dystopian future · pre-electrical society · nomadic society · mobile caravan · ruined landscape · hot zones · technology-scarce world · mixed-tech and primitive culture
Semantic match: ranked by setting
Distance: 0.1219
A detective in a collapsing city and a distant quest across future Earth turn out to be linked by a world-changing secret.
Why this is here
Setting labels: near future · distant future · future Earth · contemporary Earth · urban setting · suburban setting · post-apocalyptic future · high fantasy realm · alternate reality
Semantic match: ranked by setting
Distance: 0.1221
In a devastated future, two women from opposing communities race to save their people amid plague, biotech, and power struggles.
Why this is here
Setting labels: future Earth · post-apocalyptic world · post-oil world · climate-changed world · pandemic world · dystopian future · ruined city · quarantine rings · isolated commune · post-Canada
Semantic match: ranked by setting
Distance: 0.1222
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
