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These books are ranked using the setting labels extracted for Probability Moon.
Setting labels used: future spacefaring civilization, interstellar travel, planetary surface, orbital artifact, alien planet, distant future, shared-reality society, space tunnels, star gates, colonized galaxy, war-torn space
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A snarky teen follows her archaeologist parents through time-skewed space to solve a mystery tied to alien terracotta warriors.
Why this is here
Setting labels: future spacefaring civilization · interstellar travel · research bases · spaceships · alien planets · planetary colonization · time dilation · far future · quantum network · outer space
Semantic match: ranked by setting
Distance: 0.0763
A starship pilot and a covert operative uncover a galaxy-spanning conspiracy and must join forces to stop war and invasion.
Why this is here
Setting labels: future spacefaring civilization · interstellar colonization · galactic politics · nebula · multiple planets · milky way · far future
Semantic match: ranked by setting
Distance: 0.0945
A young archaeologist’s deep-space dig uncovers clues to a vanished alien power—and a mystery that changes everything.
Why this is here
Setting labels: future spacefaring civilization · deep space · galactic civilization · alien planets · ancient ruins · space archaeology · distant future · Dyson sphere
Semantic match: ranked by setting
Distance: 0.0957
A teen cadet loses her place in the Navy, then chases a missing starship into a galaxy-spanning adventure.
Why this is here
Setting labels: future spacefaring civilization · interplanetary travel · galactic scale · alien worlds · military academy · space navy · far future · space travel normal
Semantic match: ranked by setting
Distance: 0.0976
A star pilot leads wealthy alien-hunters across deep space following a mysterious signal toward a vast alien secret.
Why this is here
Setting labels: future spacefaring civilization · interstellar travel · neutron star · multiple worlds · deep space · alien artifacts · ancient ruins · galactic exploration
Semantic match: ranked by setting
Distance: 0.0987
A hidden exile’s plan to vanish collapses when a rescue pull him into a crew, an ancient ship, and galactic trouble.
Why this is here
Setting labels: spacefaring future · interstellar society · asteroid mining · freighters · alien civilization · ancient technology · far future · known galaxy · space stations · starships · galactic politics · space society
Semantic match: ranked by setting
Distance: 0.1005
A rogue admiral pushes his fleet beyond human space to confront the alien power threatening humanity’s future.
Why this is here
Setting labels: spacefaring future · interstellar war · galactic scale · solar system · deep space · alien civilization · far future · human space · real astronomy · technological future · posthuman future
Semantic match: ranked by setting
Distance: 0.1024
An ex-bounty hunter and his alien partner chase a missing woman and a secret project in a twisty space conspiracy.
Why this is here
Setting labels: spacefaring future · interstellar · multiple planets · galactic politics · alien cultures · advanced technology · space travel · future economy · deep space · science fictional reality
Semantic match: ranked by setting
Distance: 0.1034
A snarky AI and a human commander race to protect Earth while checking on stranded troops on an alien world.
Why this is here
Setting labels: spacefaring future · alien planet · Earth orbit · interstellar travel · military outpost · colony world · galactic civilization · space war
Semantic match: ranked by setting
Distance: 0.1037
An antiquities dealer and his pilot chase the truth behind a vanished luxury starship and its sealed, decades-old secret.
Why this is here
Setting labels: far future · spacefaring civilization · interstellar travel · settled planets · spacecraft · future society · post-scarcity society · galactic civilization · future Earth
Semantic match: ranked by setting
Distance: 0.1050
With the Architects back and no planet safe, Idris and a ragtag crew race through unspace to stop galactic collapse.
Why this is here
Setting labels: spacefaring future · interstellar · colonized worlds · galactic polity · unspace · FTL travel · space stations · planetary scale · post-Earth diaspora · alien civilizations
Semantic match: ranked by setting
Distance: 0.1056
A teenage slave escapes on a sentient starship and races through a brutal galaxy to survive, rebel, and free others.
Why this is here
Setting labels: spacefaring future · interstellar empire · space stations · planets · ships · pirate space · slave economy · brutal universe · alien ship · futuristic society · interstellar travel
Semantic match: ranked by setting
Distance: 0.1067
