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Combine common axes
These books are ranked using the characterization labels extracted for Winter Moon.
Characterization labels used: police officer, injured protagonist, hospital recovery, family man, protective mother, young child, loner, grieving father, heroic cop, supportive spouse, ordinary people, types, good guys, bad guys
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A homicide cop protects the lone child survivor of a brutal family massacre while chasing killers with no obvious motive.
Why this is here
Characterization labels: tough cop · damaged protagonist · protective heroine · child-averse · traumatized survivor · supportive partner · competent team · mentor figure · wisecracking detective · reluctant caregiver · loyalist
Semantic match: ranked by characterization
Distance: 0.1461
A San Antonio cop fights through a sudden virus-fueled zombie outbreak while trying to reach his wife and infant son.
Why this is here
Characterization labels: police officer protagonist · beat cop · family man · father · husband · ordinary hero · flawed protagonist · resourceful survivor · competent cop (mixed) · supporting cast thin · comic relief character · buddy cop · female characters criticized · rival cop · news reporter
Semantic match: ranked by characterization
Distance: 0.1562
A mother and detective race to protect a traumatized girl whose kidnapping led to brutal experiments and a terrifying unseen force.
Why this is here
Characterization labels: traumatized child · protective mother · detective protagonist · smartass detective · cop hero · hardboiled cop · compassionate mother · witty character · flat characters (mixed) · damaged characters
Semantic match: ranked by characterization
Distance: 0.1649
After hurricanes flood Houston, a police sergeant fights zombies, chaos, and family danger as the city collapses.
Why this is here
Characterization labels: female cop · police officer protagonist · emergency operations · strong heroine · mother · wife · family-oriented · duty-bound · honorable officer · flawed characters · inconsistent characterization · resourceful survivor · protective parent · morally conflicted · tough-as-nails
Semantic match: ranked by characterization
Distance: 0.1816
A space-rescue doctor investigates a bizarre deep-space accident that threatens an interspecies hospital and its AIs.
Why this is here
Characterization labels: doctor protagonist · rescue specialist · trauma doctor · chronic pain · disabled protagonist · queer protagonist · introspective protagonist · dedicated professional · competent caregiver · emotionally guarded
Semantic match: ranked by characterization
Distance: 0.1837
As Earth nears extinction, one EMT bets on a deadly VRMMORPG to survive—only to find a rigged new world.
Why this is here
Characterization labels: EMT protagonist · ordinary man · reluctant survivor · likable protagonist · morally upright hero · lucky protagonist · snarky companion · NPC companions · strong side characters · underdeveloped characters
Semantic match: ranked by characterization
Distance: 0.1895
A coma-awakened cop must navigate a zombie-ravaged world and find his family as society collapses.
Why this is here
Characterization labels: reluctant hero · survivor · cop protagonist · resourceful leader · family man · caring father · strong-willed deputy · flawed characters · realistic characters · character-driven ensemble · jealous rival · morally pragmatic
Semantic match: ranked by characterization
Distance: 0.1970
After a solar flare and plague collapse civilization, a small band of survivors fights to stay human while building a new community.
Why this is here
Characterization labels: prepper · survivor · single mother · father figure · mysterious man · ordinary people · regular people · military characters · young child · group dynamic · selfless hero · optimistic survivor · quiet character · caretaker
Semantic match: ranked by characterization
Distance: 0.1970
A father and son cross a burned-out America, clinging to each other and to a fragile code of goodness.
Why this is here
Characterization labels: unnamed protagonists · father · young son · protective parent · vulnerable child · resourceful survivor · morally steadfast child · weary adult · coughing father · fearful child · everyman characters · archetypal characters · dependent child · hopeless survivor · moral conscience
Semantic match: ranked by characterization
Distance: 0.2017
After an EMP blackout, a prepared father fights through a collapsing society to reach his family before they vanish.
Why this is here
Characterization labels: prepper · family man · protective father · survivalist · neighbor companion · community pillar · helpless survivors · biker gang · rich mastermind · everyman · prepared protagonist · resourceful survivor
Semantic match: ranked by characterization
Distance: 0.2017
A newly minted third mate lands on a toxic freighter and must use patience and nerve to help the crew survive and change.
Why this is here
Characterization labels: inexperienced officer · young protagonist · problem solver · leader · wholesome protagonist · idealistic crewman · abusive officers · sadistic first mate · detached captain · dysfunctional crew
Semantic match: ranked by characterization
Distance: 0.2018
An abused teen awakens a rare healing power and enters academy life, where trauma, friendship, and progression collide.
Why this is here
Characterization labels: abused protagonist · trauma survivor · healer protagonist · overpowered MC · sympathetic MC · defensive roommate · damaged characters · psychiatric support · psychologically wounded
Semantic match: ranked by characterization
Distance: 0.2047
