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Combine common axes
These books are ranked using the setting labels extracted for Ancestor.
Setting labels used: remote island, Lake Superior, Canadian Arctic, isolated facility, winter setting, biotech lab, research station, wilderness setting, contained setting, off-grid
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A teen Antarctic research trip turns deadly when Riley suspects her crew is being infiltrated by a shape-shifting monster.
Why this is here
Setting labels: Antarctica · research station · isolated outpost · polar setting · winter break · remote wilderness · icebound setting · confined location
Semantic match: ranked by setting
Distance: 0.1726
An Arctic rescue pulls an outsider into a covert battle over a buried ice station, lethal secrets, and creatures in the ice.
Why this is here
Setting labels: Arctic · polar ice cap · Alaska · North Pole · under-ice facility · ice island · research station · remote wilderness
Semantic match: ranked by setting
Distance: 0.1787
A gay teen is pushed into a deadlier island phase of a manipulative wellness experiment, where survival means staying authentic.
Why this is here
Setting labels: isolated island · remote camp · experimental facility · contained setting
Semantic match: ranked by setting
Distance: 0.1823
In a snowbound research outpost, a tiny maintenance crew’s routine work unravels when a mysterious thing appears outside.
Why this is here
Setting labels: polar region · snowbound facility · remote location · isolated workplace · abandoned research institute · Arctic setting · winter setting · claustrophobic setting · frozen landscape · indeterminate time period · indeterminate location
Semantic match: ranked by setting
Distance: 0.1953
An archaeologist joins a remote Arctic survey and discovers ancient evidence of a deadly creature, then sabotage traps the team.
Why this is here
Setting labels: Arctic · Russian Arctic · remote island · Franz Josef Land · icebound wilderness · isolated research station · sea smoke · polar environment · winter setting · geopolitical frontier · natural gas region · archipelago
Semantic match: ranked by setting
Distance: 0.2001
A scout troop’s camping trip on an isolated island turns into a fight for survival when a ravenous, infected stranger arrives.
Why this is here
Setting labels: Canadian wilderness · isolated island · camping trip · remote island · eastern Canada · wilderness survival · contained setting · nature isolation
Semantic match: ranked by setting
Distance: 0.2069
In an Antarctic research station, a shape-shifting alien turns a trapped crew’s fear and trust against them.
Why this is here
Setting labels: Antarctica · research station · isolated outpost · winter crew · frozen ice · remote facility · cold weather · claustrophobic setting · hostile wilderness
Semantic match: ranked by setting
Distance: 0.2092
A frightened linguist heads to Greenland to translate a thawed girl’s unknown language and uncover her brother’s death.
Why this is here
Setting labels: Arctic Circle · Greenland · remote island · research station · polar night · subzero climate · isolated outpost
Semantic match: ranked by setting
Distance: 0.2099
Antarctic scientists uncover a frozen alien and trigger a tense struggle to identify who among them has been replaced.
Why this is here
Setting labels: Antarctica · isolated research station · frozen wasteland · 1930s · remote base · scientific outpost · ice-bound setting · deep isolation
Semantic match: ranked by setting
Distance: 0.2168
A fractured family retreats to a remote Canadian cabin, only to face a sudden nuclear-collapse survival ordeal.
Why this is here
Setting labels: rural Canada · isolated cabin · lake house · wilderness · Ontario · cottage · post-collapse world · North America · winter setting
Semantic match: ranked by setting
Distance: 0.2203
Claire Redfield is trapped on a bioweapon-infested island, racing to survive, escape, and find her missing brother.
Why this is here
Setting labels: remote island · research facility · artic/antarctic facility · corporate laboratory · biohazard outbreak · fictional near-future
Semantic match: ranked by setting
Distance: 0.2207
A reporter and her dog trek through a collapsing alien-torn North America toward a rumored refuge in Alaska.
Why this is here
Setting labels: post-apocalyptic Earth · North America · New York · Alaska · Arctic Circle · science facility · space station · isolated outpost · winter setting · cold climate · microclimate
Semantic match: ranked by setting
Distance: 0.2274
