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These books are ranked using the setting labels extracted for Vitro.
Setting labels used: remote island, Pacific island, island lab, tropical setting, isolated island, Guam, Boston, contemporary world, secret research facility
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A special forces team lands on a secret island to investigate a lost mission and finds a deadly, inhuman threat.
Why this is here
Setting labels: remote island · Pacific Ocean · off the maps · secret facility · military installation · aircraft carrier · WWII-era island · abandoned research site · contemporary setting · wartime backstory · experimental site · island thriller
Semantic match: ranked by setting
Distance: 0.1515
Two teens on opposite sides of a secret cloning conspiracy uncover truths that can only be seen together.
Why this is here
Setting labels: private island · Florida · research facility · secret institute · laboratory setting · contemporary world · dystopian environment · contained compound
Semantic match: ranked by setting
Distance: 0.1769
A reality-show science crew lands on a remote island whose isolated evolution has produced deadly, otherworldly life.
Why this is here
Setting labels: South Pacific · remote island · island ecosystem · long-isolated island · research vessel · reality TV production · contemporary setting · historical prologue · naval quarantine · closed environment
Semantic match: ranked by setting
Distance: 0.1770
A remote-island utopia experiment unravels when the colonists discover the island’s real inhabitants are deadly, intelligent spiders.
Why this is here
Setting labels: Pacific island · remote island · tropical island · isolated island · postwar setting · 1960s · British colonial context · nuclear testing zone · fictional island · abandoned island
Semantic match: ranked by setting
Distance: 0.1779
A shipwreck survivor lands on a remote island where a disgraced scientist is reshaping animals into humanlike beings.
Why this is here
Setting labels: Pacific island · remote island · South Pacific · shipboard setting · colonial island · isolated laboratory · late 19th century · Victorian era · England · tropical isolation
Semantic match: ranked by setting
Distance: 0.1780
A gay teen is pushed into a deadlier island phase of a manipulative wellness experiment, where survival means staying authentic.
Why this is here
Setting labels: isolated island · remote camp · experimental facility · contained setting
Semantic match: ranked by setting
Distance: 0.1804
A traumatized artist on a remote island is pulled into a terrifying secret tied to a nearby research facility.
Why this is here
Setting labels: remote island · archipelago · isolated house · government research facility · stormy landscape
Semantic match: ranked by setting
Distance: 0.1830
A fugitive hides on a remote island, where mysterious visitors and an impossible romance lead him into a reality-bending discovery.
Why this is here
Setting labels: mysterious island · deserted island · remote island · tropical island · marshes · secluded island
Semantic match: ranked by setting
Distance: 0.1950
A grieving couple turns to designer-baby science to avoid another genetic tragedy, only to face terrifying consequences.
Why this is here
Setting labels: contemporary · offshore clinic · international waters · secret facility · island hideout · medical research setting
Semantic match: ranked by setting
Distance: 0.1970
Claire Redfield is trapped on a bioweapon-infested island, racing to survive, escape, and find her missing brother.
Why this is here
Setting labels: remote island · research facility · artic/antarctic facility · corporate laboratory · biohazard outbreak · fictional near-future
Semantic match: ranked by setting
Distance: 0.2005
A whale biologist chasing the mystery of humpback song discovers a bizarre conspiracy that turns his research upside down.
Why this is here
Setting labels: Hawaii · Maui · ocean research · marine lab · Pacific Ocean · underwater setting · contemporary setting
Semantic match: ranked by setting
Distance: 0.2059
A Sigma Force team races across California, Antarctica, and Brazil to stop a spreading man-made extinction event.
Why this is here
Setting labels: California · Sierra Nevada · Mono Lake · Antarctica · Brazil · South America · Brazilian Amazon · remote research station · secret lab · under-ice world · lost world · modern day
Semantic match: ranked by setting
Distance: 0.2064
