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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 “Mars” 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.
![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
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
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 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 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
An amnesiac genius wakes in a brutal dystopia and fights to uncover his past while toppling the regime that wants him dead.
Why this is here
Setting labels: future Earth · Mars · Earth orbit · space station · dystopian future · 22nd century · solar system · oppressive technocratic state
Semantic match: ranked by setting
Distance: 0.1005
A mutant orphan races to survive in a future society that hunts his kind while uncovering the truth of the Slans.
Why this is here
Setting labels: future Earth · dystopian future · authoritarian regime · post-war future · interplanetary setting · Mars · Moon · underground cities · space travel · pulp future
Semantic match: ranked by setting
Distance: 0.1015
A Mars-born orphan uncovers a secret dragon and is pulled into a desperate mission to save a dying planet.
Why this is here
Setting labels: Mars · solar system · future · spacefaring society · colonized Mars · restricted zone · military base · bunker · wasteland · dystopian future
Semantic match: ranked by setting
Distance: 0.1140
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
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
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
