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These books are ranked using the setting labels extracted for The Screwfly Solution.
Setting labels used: dystopian future, global crisis, worldwide collapse, laboratory setting, Mexico, United States, apocalyptic Earth
Focused on “urban setting” 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 memory-wiped super soldier wakes in a lab and must decide whether his doctor is his guide, lover, or jailer.
Why this is here
Setting labels: laboratory · dystopian future · post-apocalyptic Earth · corporate-controlled world · war-torn future · science experiment setting
Semantic match: ranked by setting
Distance: 0.1153
A genetically engineered teen and her flock race to survive a shattered Earth and uncover who caused the apocalypse.
Why this is here
Setting labels: post-apocalyptic world · Earth · dystopian future · global disaster zone · lab-created fictional reality
Semantic match: ranked by setting
Distance: 0.1177
A Hugo-winning short story collection where Octavia Butler explores alien coexistence, illness, language loss, and the costs of survival.
Why this is here
Setting labels: dystopian future · post-apocalyptic world · alien planet · human colony · Earth
Semantic match: ranked by setting
Distance: 0.1267
A fragmented near-future dystopia where pollution, corruption, and disease push America toward ecological collapse.
Why this is here
Setting labels: near future · future United States · global environmental crisis · urban dystopia · post-apocalyptic atmosphere · polluted earth
Semantic match: ranked by setting
Distance: 0.1274
In a near-future world of rewilded forbidden zones, an adventure-racing team enters the deadliest one and finds nature fighting back.
Why this is here
Setting labels: near future · dystopian future · semi-apocalyptic world · global climate collapse · nature preserve · rewilded landscape · jungle setting
Semantic match: ranked by setting
Distance: 0.1290
In a future with collapsing fertility, a young woman enters a government pairing program and must choose her genetic match.
Why this is here
Setting labels: dystopian future · future North America · post-apocalyptic · fertility center · government facility · controlled society · near-future · world on the brink
Semantic match: ranked by setting
Distance: 0.1293
A post-apocalyptic anthology gathering 30 varied stories about survival, collapse, plague, and what remains after the end.
Why this is here
Setting labels: post-apocalyptic world · dystopian future · earth after disaster · collapse of civilization · desert landscape · quarantine · bunkers · ruins · American setting · global catastrophe
Semantic match: ranked by setting
Distance: 0.1300
In a sunless dystopian Earth, a desperate man enters a plant-transformation program to survive—then uncovers unsettling truths.
Why this is here
Setting labels: far future · dystopian future · darkened Earth · oxygen-poor world · apocalyptic setting
Semantic match: ranked by setting
Distance: 0.1321
A snarky mercenary and an energy-wielding arcanist team up in alien-ravaged Earth to recover what they’ve lost.
Why this is here
Setting labels: post-apocalyptic Earth · nuclear wasteland · alien-occupied world · dystopian future · apocalyptic aftermath
Semantic match: ranked by setting
Distance: 0.1349
A lethal-touch teenager trapped in a collapsing dystopia is pulled into a dangerous choice between compliance, rebellion, and romance.
Why this is here
Setting labels: dystopian future · post-catastrophe world · totalitarian regime · apocalyptic world · isolated cell
Semantic match: ranked by setting
Distance: 0.1366
A revived Army veteran is hunted by a shadowy conspiracy seeking cryogenic immortality, secrets, and control.
Why this is here
Setting labels: near future · future Earth · post-collapse · dystopian world · fragmented United States · cyberwar aftermath · laboratory setting · ambulance · on the run · underground resistance · cold storage
Semantic match: ranked by setting
Distance: 0.1376
In a futuristic, disaster-scarred world, a young woman seeks to erase painful memories tied to love and loss.
Why this is here
Setting labels: near future · 2040s · 2050 · dystopian future · post-apocalyptic · unnamed locations · tropical region · scientific future · disaster aftermath
Semantic match: ranked by setting
Distance: 0.1383
