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These books are ranked using the premise labels extracted for Vitro.
Premise labels used: remote island, secret experiments, genetic engineering, lab-grown humans, scientific conspiracy, estranged mother, family secret, scientists playing god, escape mission, identity mystery
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise embeddings are close.
A Victorian orphan follows rumors about her missing mad-scientist father to a remote island of horrors and secrets.
Why this is here
Premise labels: family secret · mad scientist · remote island · scientific experiments · animal-human hybrids · father quest · truth-seeking · survival ordeal · love triangle · forbidden knowledge
Semantic match: ranked by premise
Distance: 0.1373
A special forces team lands on a secret island to investigate a lost mission and finds a deadly, inhuman threat.
Why this is here
Premise labels: secret experiment · missing island · classified research · special forces mission · survival mission · enemy unknown · genetically enhanced soldiers · government conspiracy · search and rescue · manmade disaster
Semantic match: ranked by premise
Distance: 0.1805
A returning village doctor arrives with three secretive, disfigured children, stirring suspicion around cloning, faith, and power.
Why this is here
Premise labels: return home · small village · secret children · cloning · genetic experiment · scientist doctor · science vs religion · playing God · medical mystery · family secret
Semantic match: ranked by premise
Distance: 0.1860
Two teens on opposite sides of a secret cloning conspiracy uncover truths that can only be seen together.
Why this is here
Premise labels: cloning · human experimentation · secret facility · identity crisis · family secrets · escape · answers quest · split journey
Semantic match: ranked by premise
Distance: 0.1888
A secluded teen’s world collapses when she learns her mother was lying about everything, and the sea may hold the answers.
Why this is here
Premise labels: hidden identity · kidnapped child · family secret · search for truth · identity mystery · coming-of-age under pressure · forced relocation · conspiracy mystery · genetic secret · water connection
Semantic match: ranked by premise
Distance: 0.1892
A research crew stranded on a mysterious Pacific island uncovers a hidden WWII实验 site still spawning monsters.
Why this is here
Premise labels: research vessel · stranded island · crew survival · hidden laboratory · human experimentation · genetic engineering · monster creation · WWII atrocity · scientific mystery · search and rescue
Semantic match: ranked by premise
Distance: 0.1916
A light-shy man hunts for missing children in a secretive California town where a military base hides twisted science.
Why this is here
Premise labels: missing children · abandoned military base · genetic experiments · nocturnal protagonist · rare genetic disorder · secret research · small-town secrets · animal intelligence · time-travel experiment · kidnapping investigation
Semantic match: ranked by premise
Distance: 0.1944
On a remote Orkney island in 1797, a trapped wife meets a mysterious visitor whose secrets upend her life.
Why this is here
Premise labels: remote island · isolated community · mysterious stranger · outsider arrives · domestic oppression · scientist secrecy · forbidden fascination · body horror · monstrous obligation
Semantic match: ranked by premise
Distance: 0.2019
An FBI futurist investigates a bizarre insect-linked killing and uncovers a genetically engineered threat on a remote island.
Why this is here
Premise labels: genetic engineering · killer insects · biotech conspiracy · FBI investigation · futurist consultant · apocalyptic threat · weaponized nature · island lab · billionaire science mogul · body count mystery
Semantic match: ranked by premise
Distance: 0.2032
In 2059 New York, Eve Dallas investigates two immaculate murders tied to a hidden project about perfection and human cloning.
Why this is here
Premise labels: murder investigation · hidden secret · genetic engineering · cloning · designer humans · ethical dilemma · perfection quest · medical conspiracy
Semantic match: ranked by premise
Distance: 0.2054
A genetic code, a hidden project, and a global conspiracy collide as old secrets threaten humanity’s future.
Why this is here
Premise labels: genetic mystery · human evolution · global conspiracy · race against time · hidden code · lost research · apocalyptic survival · virtual reality
Semantic match: ranked by premise
Distance: 0.2060
Two teens uncover hidden truths about their births and identities while fleeing extremists and a secret genetic conspiracy.
Why this is here
Premise labels: missing father · identity mystery · cloning · genetic engineering · teen on the run · scientific conspiracy · family secrets · birth mystery · fugitives · experimental births
Semantic match: ranked by premise
Distance: 0.2063
