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These books are ranked using the characterization labels extracted for Ice Genesis.
Characterization labels used: archaeologist, mountain climber, government official, president, military personnel, SEALs, Russian special forces, billionaire, assistant, shaman, ancient people, flawed heroes, strong characters, secondary characters, driven protagonist
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
An archaeologist and a global survival program race toward answers as a catastrophic asteroid impact exposes buried ancient secrets.
Why this is here
Characterization labels: archaeologist · professor · government official · military leader · caretaker · mentally challenged adults · young archaeologists · determined heroine · conspiracy opponents · power-hungry antagonist · gifted scientist · mercurial leader
Semantic match: ranked by characterization
Distance: 0.1801
A Hawaiian volcano nears eruption as a buried military secret turns a disaster into a race to save the world.
Why this is here
Characterization labels: scientist hero · volcanologist · military officials · politicians · journalists · billionaire figure · action hero · curmudgeon · competent expert · one-dimensional characters · stereotyped characters
Semantic match: ranked by characterization
Distance: 0.1932
An antiquities dealer hunts a buried truth behind a mythic interstellar war, and the secret may rewrite history.
Why this is here
Characterization labels: antiquities dealer · archaeologist · historian · amateur historian · assistant · pilot · reluctant investigator · persistent detective · legendary hero · military strategist · iconoclast · less-than-heroic protagonist
Semantic match: ranked by characterization
Distance: 0.1953
An Antarctic expedition descends into hidden caverns, where a specialist team finds a lost world, monsters, and betrayal.
Why this is here
Characterization labels: specialists · scientists · military personnel · archaeologist · biologist · geologist · cave explorer · anthropologist · strong female lead · single mother · child in peril · team leader · villain · traitor · stereotyped characters · wooden characters
Semantic match: ranked by characterization
Distance: 0.1963
An archaeologist uncovers an ancient secret tied to Atlantis, time travel, and humanity's survival.
Why this is here
Characterization labels: archaeologist · scientist · ex-special forces · mercenary · millionaire patron · secretive order · monk assassin · mischievous side character · predictable types · thin characters
Semantic match: ranked by characterization
Distance: 0.1964
An archaeologist’s world-changing find triggers a multi-agency pursuit, forcing him to decode an ancient secret to survive.
Why this is here
Characterization labels: archaeologist · journalist · reporter · freelance writer · brilliant hero · driven protagonist · flawed protagonist · young archaeologist · well-known archaeologist · one-dimensional characters · two-dimensional characters · stereotyped characters · likeable characters · real and engaging characters · character development · supporting characters thin · black-ops pursuers · assassins · government agents · fanatical religious assassins · powerful institutions · interested but hunted
Semantic match: ranked by characterization
Distance: 0.1964
Freed from virtual prison, a shaman-player leads a clan into the Dark Forest, where hidden quests and alliances collide.
Why this is here
Characterization labels: shaman protagonist · convict protagonist · clan leader · underdog to legend · crafting specialist · jeweler · problem solver · Mary Sue (contested) · lucky protagonist · dynamic protagonist
Semantic match: ranked by characterization
Distance: 0.2026
Near-future Antarctica becomes a battleground over preservation, extraction, and sabotage as a diverse cast navigates ice and politics.
Why this is here
Characterization labels: scientists · support staff · political aide · mountaineer · tour guide · general laborer · geomancer · poet · media personality · eco-saboteurs · oil executives · bureaucrats · workers · adventure tourists · feral community · strong female character
Semantic match: ranked by characterization
Distance: 0.2042
A decades-spanning posthuman saga follows an exiled diplomat through a fractured solar system of warring human factions.
Why this is here
Characterization labels: aristocrat · diplomat · exile · outlaw · con artist · opportunist · political exile · ambitious protagonist · frenemy rivalry · posthuman characters
Semantic match: ranked by characterization
Distance: 0.2115
A rogue archaeologist’s tomb raid on Mars hurls him into the planet’s forgotten, ocean-filled past.
Why this is here
Characterization labels: anti-hero · rogue archaeologist · thief protagonist · amoral opportunist · princess character · villainous rulers · fat thief · hard-boiled protagonist
Semantic match: ranked by characterization
Distance: 0.2172
An antiquities dealer and his pilot-assistant chase a mysterious tablet that may prove alien life—and someone will kill to bury it.
Why this is here
Characterization labels: antiquities dealer · assistant · pilot · detective · researcher · explorer · obsessive seeker · eccentric explorer · stubborn protagonist · competent heroine · amateur sleuth · AI companion · assassin · professional killer · archaeologist · anthropologist
Semantic match: ranked by characterization
Distance: 0.2180
A history professor turned enigmalogist joins a secret dig for an ancient pharaoh’s tomb where curse-like events mount.
Why this is here
Characterization labels: enigmalogist · history professor · archaeologist · treasure hunter · scientist · doctor · psychic · empath · reclusive millionaire · specialist
Semantic match: ranked by characterization
Distance: 0.2183
