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These books are ranked using the themes labels extracted for Si Putih.
Themes labels used: pandemic, survival, nature protection, human-animal connection, technology vs nature, power and responsibility, separation and reunion, identity, community, conspiracy, social inequality, anti-anthropocentrism
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A doctor-to-be and his friends race to stop a strange virus that turns people into something not quite human.
Why this is here
Themes labels: environmentalism · individuality · collective good · bodily autonomy · biological takeover · pandemic fear · human survival · morality of invasion · control versus freedom · science and ethics
Semantic match: ranked by themes
Distance: 0.1003
A CDC doctor races to contain a deadly, unidentified pathogen spreading from Hawaii while hidden forces exploit the outbreak.
Why this is here
Themes labels: pandemic fear · survival · social collapse · government response · ethics · human nature · contagion · extinction · greed · quarantine · scientific responsibility · moral gray area · faith and religion · social order
Semantic match: ranked by themes
Distance: 0.1059
A Yellowstone ranger and a CDC scientist race to stop a bomb-triggered viral outbreak that could become a national catastrophe.
Why this is here
Themes labels: biosecurity · terrorism · public safety · humanity vs greed · corporate corruption · scientific ethics · government response · survival · trust · catastrophe preparedness · pandemic fear · nature vs technology · ordinary courage · secrecy · conspiracy
Semantic match: ranked by themes
Distance: 0.1088
A Delta Force team and a CDC virologist race to stop a weaponized virus turning the world into monsters.
Why this is here
Themes labels: bioweapons · scientific hubris · government secrecy · human extinction · pandemic fear · survival · ethics of experimentation · man vs nature · man vs science · containment failure · public health crisis
Semantic match: ranked by themes
Distance: 0.1091
A covert CIA-linked team races to contain a bioweapon outbreak that turns people into relentless monsters before humanity falls.
Why this is here
Themes labels: bioweapons · pandemic · survival · humanity · moral culpability · science versus violence · containment · cure seeking · government secrecy · existential threat · loyalty · sacrifice · family survival · loss
Semantic match: ranked by themes
Distance: 0.1093
A journalist investigates a festival illness that becomes a fast-moving antibiotic-resistant pandemic.
Why this is here
Themes labels: antibiotic overuse · public health · pandemic preparedness · science vs politics · government failure · corporate greed · food ethics · industrial farming · animal welfare · media responsibility · truth seeking · panic and denial · quarantine · social fragility · human selfishness · cross-species contamination · scientific literacy · medical cautionary tale · survival
Semantic match: ranked by themes
Distance: 0.1127
After a global zombie pandemic, a writer gathers oral histories from survivors around the world to piece together humanity’s collapse.
Why this is here
Themes labels: human nature · social collapse · civilization loss · pandemic response · survival · denial · politics · fear · hope · moral compromise · collective action · government failure · truth and evidence · rebuilding · class inequality
Semantic match: ranked by themes
Distance: 0.1160
A Sigma Force mission races from the Congo to the world stage to stop a terrifying virus that turns nature against humankind.
Why this is here
Themes labels: human vs nature · ecological exploitation · pandemics · virus science · evolution · greed · colonization · resource extraction · history and science · survival · species identity · environmental neglect · corporate exploitation · moral responsibility
Semantic match: ranked by themes
Distance: 0.1165
A lab-made fungal plague sweeps England, forcing a desperate team into quarantined London to find a possible antidote.
Why this is here
Themes labels: unintended consequences · scientific hubris · pandemic fear · containment · survival · humanity versus nature · body transformation · food security · world hunger · quarantine · collapse of society
Semantic match: ranked by themes
Distance: 0.1212
A covert team races to stop a global plague tied to Marco Polo, ancient clues, and a ruthless conspiracy.
Why this is here
Themes labels: pandemic · extinction · bioterrorism · trust · history and science · fact and fiction · hidden knowledge · ancient secrets · global responsibility · survival · good versus evil · human genetics · religion and science · research and discovery · cure versus weapon · moral ambiguity
Semantic match: ranked by themes
Distance: 0.1216
Two years after a virus-driven collapse, survivors follow a rescue signal—while the infection evolves into something far stranger.
Why this is here
Themes labels: survival · hope · humanity · evolution · consciousness · collective vs individual · fear of infection · trust · power and control · family · identity · good vs evil · change · moral ambiguity · pandemic aftermath
Semantic match: ranked by themes
Distance: 0.1239
In 2141, Earth and Mars face linked crises as scientists probe a strange pathogen and Martian-born colonists edge toward revolt.
Why this is here
Themes labels: human nature · persistence of violence · power and corruption · populism · ecological crisis · pandemic · inequality · colonialism · self-governance · generational conflict · social breakdown · migration · identity · belonging · future of humanity · science and society · technological ethics · survival · political manipulation · imperialism · human stubbornness · moral decay
Semantic match: ranked by themes
Distance: 0.1244
