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These books are ranked using the setting labels extracted for I.D..
Setting labels used: dystopian future, near future, Mars, part-terraformed Mars, advanced technology, riot-plagued society, scientific future, speculative future
Focused on “speculative future” 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.
In a dystopian future, a fugitive young woman races to stop a looming catastrophe while uncovering devastating truths.
Why this is here
Setting labels: dystopian future · post-catastrophe · clan society · underground city · catacombs · wilderness · spheres · factional society · future world · speculative future
Semantic match: ranked by setting
Distance: 0.1113
A cheerful Mars weatherman with missing memories becomes the galaxy’s most wanted man after a deadly conspiracy resurfaces.
Why this is here
Setting labels: terraformed Mars · far future · solar system · post-apocalyptic Earth · colonized planets · futuristic society · dystopian future · spacefaring setting · neon cityscape
Semantic match: ranked by setting
Distance: 0.0861
On a polluted Earth, a government investigator on a new colony uncovers a hidden alien truth tied to his missing wife.
Why this is here
Setting labels: near future · far future · dystopian future · Earth · off-world colony · terraforming · underground society · polluted Earth · exoplanet · space colony
Semantic match: ranked by setting
Distance: 0.0882
![Cover of Red Rising (1 of 2) [Dramatized Adaptation] by Pierce Brown](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1697162849i/199598075.jpg)
An oppressed miner on Mars infiltrates an elite caste and academy to dismantle the society that enslaved his people.
Why this is here
Setting labels: Mars · future society · mining society · terraformed planet · color-coded hierarchy · dystopian world
Semantic match: ranked by setting
Distance: 0.0939
A scholar, future machines, and far-future humans collide in a Mars-set Trojan War reenactment driven by gods.
Why this is here
Setting labels: far future · terraformed Mars · Jupiter moons · Earth future · solar system · dystopian future · post-apocalyptic Earth · alternate history · mythic future · spacefaring civilization
Semantic match: ranked by setting
Distance: 0.0965
Philip K. Dick’s final collected stories volume gathers late-era SF tales of reality, faith, paranoia, and damaged futures.
Why this is here
Setting labels: near future · alternate reality · dystopian future · spacefaring setting · Earth colonies · Mars · off-world · fictional future
Semantic match: ranked by setting
Distance: 0.0965
Seven Korean speculative stories explore space, aliens, and future tech through intimate questions of identity, grief, and connection.
Why this is here
Setting labels: near future · distant future · space station · other planets · Earth · utopian society · dystopian society · advanced technology · posthuman future · alternative future
Semantic match: ranked by setting
Distance: 0.0966
Seventeen queer YA sci-fi stories imagine future worlds of love, struggle, survival, and identity across the galaxy.
Why this is here
Setting labels: future · space · Mars · space station · planetary airport · dystopian future · cyberpunk world · alternate universe · time loop · post-apocalyptic
Semantic match: ranked by setting
Distance: 0.0966
A cut-up sci-fi satire where a police agent battles a language-virus conspiracy and systems of control.
Why this is here
Setting labels: dystopian future · science fictional world · earth · outer space · interstellar · media-saturated world · cityscape · paranoid reality
Semantic match: ranked by setting
Distance: 0.0969
A short-story anthology returns to the Scythedom across its past, present, and future, revealing backstories and new angles.
Why this is here
Setting labels: dystopian future · post-death society · immortal society · Scythedom · Mars · space settlement · multiple continents · multiple regions · future timeline · world-building
Semantic match: ranked by setting
Distance: 0.0970
A corporate soldier’s revenge mission unravels into a mind-bending, nonlinear war over truth, power, and identity.
Why this is here
Setting labels: near-future Earth · Mars war · corporate dystopia · interplanetary conflict · post-climate-change future · ruined Earth
Semantic match: ranked by setting
Distance: 0.0976
A low-caste miner on Mars is remade into the enemy and sent to infiltrate an elite academy.
Why this is here
Setting labels: Mars · future society · solar system · underground mines · academy setting · dystopian future · color-coded caste system · terraforming · colonial society · space setting
Semantic match: ranked by setting
Distance: 0.0980
