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These books are ranked using the themes labels extracted for Specimen.
Themes labels used: truth and deception, identity, memory, control, free will, trust, human experimentation, war and survival, love versus programming, corruption, power and profit, body autonomy
Focused on “body autonomy” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
An amnesiac teen must trust a stranger to uncover her identity and escape the secret experiment behind her powers.
Why this is here
Themes labels: identity · memory · trust · control · free will · experiment ethics · genetic engineering · human weapon · war and peace · self-discovery · loyalty · truth vs lies · power and responsibility · family bonds · first love
Semantic match: ranked by themes
Distance: 0.0749
A boy is taken from home, remade into a wolf-like soldier, and fights to keep his humanity in a queen’s army.
Why this is here
Themes labels: free will · body autonomy · identity · dehumanization · power and control · survival · morality under coercion · loyalty · humanity versus beastliness · child soldiers
Semantic match: ranked by themes
Distance: 0.1110
In a dystopian future where teens are harvested for parts, survivors face new threats and a manufactured boy questions who he is.
Why this is here
Themes labels: identity · humanity · morality · free will · sanctity of life · body autonomy · consequences · corruption · parental control · rebellion · survival · dehumanization · soul
Semantic match: ranked by themes
Distance: 0.1120
A teen hacker must decode her father’s hidden cure in a post-plague world ruled by gene tech and dangerous secrets.
Why this is here
Themes labels: survival · trust · betrayal · family loyalty · humanity · ethics · morality · control · free will · science and power · identity · sacrifice · agency · corruption · truth and deception · body autonomy · playing god · dehumanization
Semantic match: ranked by themes
Distance: 0.1142
A post-singularity thief heads to Earth, where nested stories, jinn, and hidden powers shape a dangerous heist.
Why this is here
Themes labels: identity · selfhood · memory · consciousness · posthumanity · immortality · free will · stories as power · power and control · politics · reality vs virtuality · transformation · privacy · history and revision · humanity · body autonomy · truth and fiction
Semantic match: ranked by themes
Distance: 0.1143
A time-traveling engineered teen races to save her dying boyfriend while Diotech hunts the secret buried in her mind.
Why this is here
Themes labels: identity · memory · free will · control · trust · loyalty · love versus duty · choice · humanity · secrets · survival · self-discovery · power abuse · corporate control
Semantic match: ranked by themes
Distance: 0.0882
A wounded teen coder races to stop a mutated virus and unravel her own hidden identity in a twisted dystopian sequel.
Why this is here
Themes labels: identity · trust · betrayal · humanity · ethics · genetic modification · technology and dependence · survival · agency · morality · memory · selfhood · control · free will · fate
Semantic match: ranked by themes
Distance: 0.0992
In 2095, a cyborg enforcer’s glitch cracks open a perfect society and leads her toward forbidden love and rebellion.
Why this is here
Themes labels: humanity · freedom · identity · control · obedience · defiance · trust · betrayal · corporate power · surveillance · individuality · love · duty · self-discovery · artificial intelligence · programming · morality · truth and lies · fate vs choice · class oppression · social control
Semantic match: ranked by themes
Distance: 0.0992
A boy in a perfect New Mexico town uncovers a hidden experiment that makes him and his friends question everyone.
Why this is here
Themes labels: trust · deception · truth vs lies · nature vs nurture · identity · curiosity · free will · control · surveillance · good vs evil · morality · secrecy · institutional betrayal · coming of age · societal engineering
Semantic match: ranked by themes
Distance: 0.1015
A rookie gamer enters a VR game tied to alien politics, where leveling up could decide Earth’s fate.
Why this is here
Themes labels: free will · self reliance · choice and consequence · trust · power and responsibility · humanity · identity · politics · survival · war by proxy
Semantic match: ranked by themes
Distance: 0.1034
Twenty years after a world-shaking war, new and old players are drawn into a darker campaign toward apocalypse.
Why this is here
Themes labels: power and submission · knowledge and truth · morality · identity · memory · religion · apocalypse · civilization and ruin · free will · manipulation · ambition · human nature
Semantic match: ranked by themes
Distance: 0.1043
A hidden human teen on an alien space station is thrust into a galaxy-spanning chase that tests intelligence, freedom, and identity.
Why this is here
Themes labels: identity · belonging · free will · determinism · order and chaos · intelligence · consciousness · personhood · truth and deception · survival · authority · control · community · individualism · species survival · human nature · perspective · moral choice · technology and power
Semantic match: ranked by themes
Distance: 0.1046
