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These books are ranked using the setting labels extracted for Gollitok.
Setting labels used: post-nuclear Eastern Europe, remote island, abandoned prison, post-war future, post-pandemic world, dilapidated facility, isolated outpost, cold war atmosphere, post-Soviet decay, contaminated landscape, residual bureaucracy
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
In a ruined post-nuclear Moscow, a copyist’s love of books pulls him into a satirical world of censorship, mutation, and power.
Why this is here
Setting labels: post-apocalyptic Moscow · feudal future · nuclear aftermath · ruined urban society · isolated commune · wilderness threat · post-Soviet allegory
Semantic match: ranked by setting
Distance: 0.1441
In a nuclear wasteland, soldiers face self-evolving war robots that can imitate humans—and may already be among them.
Why this is here
Setting labels: post-apocalyptic Earth · nuclear wasteland · Cold War era · moon base · war bunker · radioactive landscape
Semantic match: ranked by setting
Distance: 0.1504
A healer loses a rare, vital snake and must cross a far-future wasteland to find a replacement and her way home.
Why this is here
Setting labels: far future · post-holocaust Earth · post-nuclear world · desert travel · domed cities · isolated communities · tribal communities · high-tech ruins · alien presence · radioactive wasteland
Semantic match: ranked by setting
Distance: 0.1546
In a nuclear-ravaged world split between Dome-dwellers and mutated survivors, two teens risk everything to find truth.
Why this is here
Setting labels: post-apocalyptic future · nuclear holocaust aftermath · domed enclave · wasteland · ash-covered world · controlled society · ruined Earth · climate-controlled dome
Semantic match: ranked by setting
Distance: 0.1556
In a post-nuclear future, underground workers are kept in fear by a manufactured war while a hidden elite controls the surface.
Why this is here
Setting labels: post-nuclear future · underground shelters · surface elite society · Earth · Cold War future · near future
Semantic match: ranked by setting
Distance: 0.1562
A memoryless family survives nuclear fallout in isolation, but hunger, taboo, and hidden truths reshape them.
Why this is here
Setting labels: post-apocalyptic · nuclear aftermath · isolated house · remote wilderness · collapsed world · infected outside · unknown reality
Semantic match: ranked by setting
Distance: 0.1573
Two Hulk futures collide: one pits him against a tyrannical older self, the other leaves him alone on a dead Earth.
Why this is here
Setting labels: post-apocalyptic future · post-nuclear wasteland · alternate future · deserted Earth · dystopian city · bleak future · radiation-scarred world · nuclear holocaust
Semantic match: ranked by setting
Distance: 0.1581
A lone survivor crosses a ruined world, then finds a feral girl and must decide what it means to survive and become Mother.
Why this is here
Setting labels: post-apocalyptic · isolated landscape · Scotland · Arctic vault · seed bank · farm · abandoned city · ruined world · empty world · contemporary near-future
Semantic match: ranked by setting
Distance: 0.1635
After a robot war, surviving humans and machines face a darker conflict as rival AIs reshape what life can be.
Why this is here
Setting labels: post-apocalyptic world · war-torn world · global scale · near future · deserted towns · scattered survivors · technological collapse · deep ocean · Alaska · Russia
Semantic match: ranked by setting
Distance: 0.1648
At a toxic border outpost in post-collapse Russia, guards face a long-guarded mystery when someone crosses from the fog.
Why this is here
Setting labels: post-apocalyptic Russia · riverside outpost · borderland · toxic river · isolated military post · ruined infrastructure · closed world
Semantic match: ranked by setting
Distance: 0.1650
After nuclear war, one family survives in fragments across generations as the world mutates and rebuilds.
Why this is here
Setting labels: nuclear aftermath · post-nuclear world · bunker society · underground bunker · nuclear winter · radiation-damaged environment
Semantic match: ranked by setting
Distance: 0.1655
A bunker survivor races through a ravaged post-pandemic world to find medicine before time runs out.
Why this is here
Setting labels: underground bunker · silo · post-pandemic world · near-future · dystopian USA · Nebraska · war zones · abandoned cities · post-apocalyptic landscape · global pandemic reality
Semantic match: ranked by setting
Distance: 0.1656
