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Combine common axes
These books are ranked using the setting labels extracted for The Girl Who Could Fly.
Setting labels used: small town, rural setting, farm, country town, school setting, boarding school, secret institute, underground facility, contemporary setting, mixed-era feel, laboratories, top-secret facility, maximum-security school
Focused on “island setting” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A teen girl discovers she’s a manufactured android and flees those who built her, while fighting for her humanity.
Why this is here
Setting labels: small town · Minnesota · high school · rural town · alternate present · United States · government facility · lab setting · farm town · school setting
Semantic match: ranked by setting
Distance: 0.1947
A grief-stricken teen who sees the past joins a secret time-travel world to stop a death and unravel her own gift.
Why this is here
Setting labels: Southern town · boarding school · small town · present day · historic buildings · secret facility · mental institution
Semantic match: ranked by setting
Distance: 0.2076
Four gifted children are recruited for a secret mission at a ruleless school where puzzles, codes, and danger await.
Why this is here
Setting labels: contemporary reality · school setting · boarding school · secret underground tunnels · island setting · hidden lairs · classroom world · slightly fantastical reality · slightly futuristic reality · fictional institute
Semantic match: ranked by setting
Distance: 0.2413
Teen Clark Kent discovers new powers and a town-wide mystery while Smallville hides a troubling secret.
Why this is here
Setting labels: Smallville · high school · rural town · small-town America · farm setting · secretive community
Semantic match: ranked by setting
Distance: 0.2160
When adults transform into hostile hosts at age 18, two brothers race to save their town and each other.
Why this is here
Setting labels: small town · rural setting · farm setting · school refuge · war zone · near-future apocalypse · post-invasion world · town under siege · isolated community · American rural
Semantic match: ranked by setting
Distance: 0.2205
An older Mysterious Benedict Society reunites for a new danger, puzzles, and a bittersweet reckoning with growing up.
Why this is here
Setting labels: school setting · island setting · home base setting · dystopian atmosphere · steampunk aesthetic · anonymous city · high-security prison · academy setting
Semantic match: ranked by setting
Distance: 0.2532
A mechanic and his alien partner juggle saucer repairs, friendships, and trouble while a deadly threat looms.
Why this is here
Setting labels: Earth · rural property · farm setting · small town · garage workshop · restaurant setting · alien-in-disguise reality
Semantic match: ranked by setting
Distance: 0.2239
A hidden alien-human hybrid must survive high school, a bully, and a dangerous crush without exposing her secret.
Why this is here
Setting labels: high school · small town · Wisconsin · present day · laboratory · school setting · hidden-in-plain-sight · near-lab hometown · contemporary setting
Semantic match: ranked by setting
Distance: 0.2242
A teen fugitive finds a supposedly safe town is just another layer of the same deadly experiment.
Why this is here
Setting labels: isolated school · small town · woods · confined setting · experimental facility · controlled community · near-future dystopia · fictional reality · camp
Semantic match: ranked by setting
Distance: 0.2242
A nerdy small-town teen’s crush on the new quarterback spirals into alien secrets, royal destiny, and danger.
Why this is here
Setting labels: small town · high school · Jewel, Indiana · midwest · Earth · Mars · alien colony · school drama · small-town America · modern setting
Semantic match: ranked by setting
Distance: 0.2282
A genius boy and a flying girl lead gifted kids on secret missions, uncovering a prophecy, family secrets, and a hidden world.
Why this is here
Setting labels: rural farm · country setting · small town · school for special abilities · hidden utopia · magical world · alternate world · contemporary setting · United States · government institutions · mountain valley · on-the-road
Semantic match: ranked by setting
Distance: 0.2309
Two teens who may be soulmates fall hard for each other as a secret operation and strange weather turn love into a threat.
Why this is here
Setting labels: British town · small-town setting · contemporary setting · secret facility · band scene · teen life
Semantic match: ranked by setting
Distance: 0.2314
