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These books are ranked using the setting labels extracted for Across a Billion Years.
Setting labels used: future spacefaring civilization, deep space, galactic civilization, alien planets, ancient ruins, space archaeology, distant future, Dyson sphere
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
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: 0.0685
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: 0.0764
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: 0.0852
The final Final Architecture novel brings humanity’s war with the Architects to a universe-scale reckoning.
Why this is here
Setting labels: spacefaring future · interstellar civilization · unspace · deep space · multiple planets · galactic diaspora · alien realms · futuristic universe · cosmic setting · post-Earth
Semantic match: ranked by setting
Distance: 0.0931
A xenobiologist’s routine survey becomes a first-contact nightmare when an alien relic bonds to her and ignites galactic war.
Why this is here
Setting labels: spacefaring future · interstellar civilization · colonized worlds · uncolonized planet · space colonies · space stations · deep space · galaxy-wide · human expansion
Semantic match: ranked by setting
Distance: 0.0953
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: 0.0953
A human science team on an alien world uncovers a secret mission tied to an ancient artifact and an encroaching interstellar war.
Why this is here
Setting labels: 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
Semantic match: ranked by setting
Distance: 0.0957
A galaxy-spanning comedy sequel follows a touring space band into another contest, another first contact, and more chaos.
Why this is here
Setting labels: spacefaring future · interstellar civilization · galaxy-wide · multiple planets · alternate reality · post-contact · galactic society
Semantic match: ranked by setting
Distance: 0.0972
A sentient ex-warship and her misfit crew race to rescue survivors as an alien peacekeeping fleet turns violently against humanity.
Why this is here
Setting labels: spacefaring future · interstellar polity · deep space · generation ship · abandoned ship · higher dimensions · hypervoid · alien civilization · human space · galactic scale
Semantic match: ranked by setting
Distance: 0.1016
A former art thief is pulled into a galaxy-spanning hunt for an artifact that could save one species and doom another.
Why this is here
Setting labels: far future · spacefaring civilization · interstellar travel · multiple planets · ancient ruins · museum · academia · Earth in the future · off-world colonies · alien worlds
Semantic match: ranked by setting
Distance: 0.1018
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: 0.1021
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: 0.1028
