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Combine common axes
These books are ranked using the characterization labels extracted for A Vision of Fire.
Characterization labels used: child psychologist, single mother, deaf son, UN translator, ambassador's daughter, teen protagonists, scientific skeptic, open-minded investigator, caring mother, strong woman, traumatized youths, competent professional
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
In an 1980s small town, grieving parents uncover a secret genetic project tied to missing and endangered children.
Why this is here
Characterization labels: mothers · distrustful parent · journalist · sheriff · scientist · geneticist · researcher · skeptical investigator · families under stress · children as uncanny figures · flawed humans
Semantic match: ranked by characterization
Distance: 0.1912
A girl and her scientist guardian cross a sun-scorched future, using monarch butterflies to seek a cure for humanity.
Why this is here
Characterization labels: young heroine · caretaker · biologist · scientist · naturalist · spunky child · brave child · resourceful child · curious child · competent woman · strong female leads · found family · guardian figure · observant child · inventive child · scientific mentor
Semantic match: ranked by characterization
Distance: 0.1921
A pregnant nurse infected by a combustible plague fights to survive a collapsing world with help from a mysterious Fireman.
Why this is here
Characterization labels: strong heroine · nurse protagonist · pregnant protagonist · compassionate caregiver · resourceful survivor · enigmatic man · antagonistic husband · cult leader · feisty teen · deaf child
Semantic match: ranked by characterization
Distance: 0.1930
A psychiatrist and a new mother untangle a strange case of missing time, uncanny memories, and reality-bending doubts.
Why this is here
Characterization labels: single mother · young mother · infant parent · new mother · librarian · psychiatrist · discredited doctor · grieving parent · reserved protagonist · sympathetic characters · flawed characters · mentally distressed · fascinated clinician · overwhelmed parent · highly observant
Semantic match: ranked by characterization
Distance: 0.1934
In a near-future America, one woman fights to protect her daughter after women are restricted to 100 words a day.
Why this is here
Characterization labels: scientist protagonist · linguist protagonist · mother protagonist · wife · housewife · resistant heroine · indoctrinated youth · young daughter
Semantic match: ranked by characterization
Distance: 0.1940
In a near-future pandemic-stricken London, a mother must protect her son after his recovery brings back something unseen and dangerous.
Why this is here
Characterization labels: protective mother · anxious mother · struggling mother · creepy child · violent child · teen investigator · space-program teen · doctor · secretive doctor · widower · working mother · low-income family · relatable characters · well-developed characters · sympathetic protagonist
Semantic match: ranked by characterization
Distance: 0.2011
A father and daughter use a mysterious device to cross parallel worlds while shadowy forces hunt them.
Why this is here
Characterization labels: single father · pre-teen daughter · eccentric helper · scientist · shadowy agent · likable protagonists · precocious child · brave child · courageous daughter · evil villain · sympathetic family
Semantic match: ranked by characterization
Distance: 0.2020
A mother’s life and family unravel and transform after Earth receives a mysterious alien message spanning decades.
Why this is here
Characterization labels: new mother · scientist daughter · emotionally absent father · loyal son · ambitious daughter · cult member · working-class mother · conservationist
Semantic match: ranked by characterization
Distance: 0.2035
Genetically changed children face quarantine, fear, and state control as their species nears adolescence.
Why this is here
Characterization labels: scientist protagonists · biologist · archaeologist · teen protagonist · parental protection · rebellious youth · exiled researchers · government officials · bounty hunters · persecuted underclass · posthuman children · likable characters
Semantic match: ranked by characterization
Distance: 0.2039
A grieving scientist and her two teen daughters chase a mammoth de-extinction experiment across the globe.
Why this is here
Characterization labels: widowed mother · single mother · scientist mother · graduate student · paleobiologist · teen sisters · rebellious teen · obedient younger sister · bored teens · male colleagues · female scientist · wealthy woman · eccentric characters
Semantic match: ranked by characterization
Distance: 0.2102
Two teens enter patients’ nightmares to cure fear, but a new case and hidden secrets threaten their fragile team.
Why this is here
Characterization labels: teen protagonists · scientist mentor · adopted child · amnesiac protagonist · disabled protagonist · brave · curious · secretive adults · troubled children
Semantic match: ranked by characterization
Distance: 0.2109
A police psychiatrist investigates a brutal massacre in an affluent gated community where the missing children are the key.
Why this is here
Characterization labels: psychiatrist · forensic psychologist · police adviser · investigator · clinical observer · upper-class families · children as perpetrators · teenagers · overprotective parents · desensitized youth · moral ambiguity · bare-bones characterization
Semantic match: ranked by characterization
Distance: 0.2114
