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Combine common axes
These books are ranked using the premise + setting labels extracted for The Third Mushroom. Books rank higher when they are close on every selected axis.
Premise labels used: science fair, family science, teenage grandparent, friendship vs romance, pet loss, scientific experiment, search for youth, middle school life
Setting labels used: middle school, science fair, family home, Bay Area, contemporary, real world, school labs
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise + setting embeddings are close.
An eleven-year-old’s life changes when her scientist grandfather reverses aging and lands in middle school with her.
Why this is here
Premise labels: reverse aging · fountain of youth · scientist grandfather · middle school adjustment · family change · science curiosity
Setting labels: middle school · home life · scientific lab · present day · urban/suburban
Semantic match: ranked by premise + setting
Distance: 0.1462
A tomboy hockey player wakes in an alternate life as a cheerleader and must untangle what changed—and why.
Why this is here
Premise labels: alternate reality · time travel · identity swap · double life · family mystery · hidden portal · changed life · second chance · parallel world · teen romance
Setting labels: California · New Jersey · alternate dimension · alternate universe · past and present · high school · teen world · suburban
Semantic match: ranked by premise + setting
Distance: 0.2500
A teen who forgets each day but sees the future must navigate love, secrets, and a dark mystery.
Why this is here
Premise labels: memory loss · future memories · notes to self · hidden condition · romantic complication · family secrets · mystery hook
Setting labels: high school · contemporary setting · suburban family life · school scenes · home scenes · teen social world · modern day · psychological realism
Semantic match: ranked by premise + setting
Distance: 0.2529
A lonely kid and a crash-landed amnesiac alien team up to survive school, robots, and a mystery from space.
Why this is here
Premise labels: alien visitor · amnesia mystery · ordinary kid · family of overachievers · school trouble · hidden mission · robot pursuit · friendship quest
Setting labels: modern-day Earth · school setting · small town · home life · science fictional reality · other dimension · alien world · portal travel
Semantic match: ranked by premise + setting
Distance: 0.2538
A young mad scientist’s awkward Valentine’s Day turns chaotic when a lab mishap unleashes a giant Cupid.
Why this is here
Premise labels: mad scientist · Valentine's Day · lab assistant · giant creature · school project · science mishap · save the day
Setting labels: school · town · home lab · Valentine's Day · everyday reality with fantastical elements
Semantic match: ranked by premise + setting
Distance: 0.2545
Two bullied misfits—one witch, one science prodigy—reunite as adults to face a collapsing world and each other.
Why this is here
Premise labels: childhood friends · science vs magic · end of the world · save the world · outsiders · coming of age · witch and scientist · eco-collapse · romantic reunion
Setting labels: near future · San Francisco · contemporary world · alternate reality · urban setting · school setting · forest setting · magic school · apocalyptic world · eco-collapse · tech scene
Semantic match: ranked by premise + setting
Distance: 0.2572
A grieving teen is blackmailed into a strange school study, where buried truths, old feelings, and new possibilities collide.
Why this is here
Premise labels: grief after loss · first love after tragedy · social experiment · mystery study · secretive research · forced proximity · blackmail · friendship repair · coming of age · closure
Setting labels: small town · high school · school campus · summer camp · Michigan · teen research study · contemporary setting · speculative reality
Semantic match: ranked by premise + setting
Distance: 0.2607
Two separated twins collide in a future where infertile adults pay teens to have babies—and belief systems clash.
Why this is here
Premise labels: teen infertility · surrogate pregnancy · commercial reproduction · identity swap · twins reunited · religious vs secular · social satire · coming-of-age
Setting labels: near future · dystopian future · post-virus society · highly controlled society · religious enclave · consumerist society · school setting
Semantic match: ranked by premise + setting
Distance: 0.2626
An alien bored with her life steals a madness coat and wakes in a hated Earth teen's body, where school and identity turn surreal.
Why this is here
Premise labels: body swap · alien possession · high school drama · fish out of water · teen identity · coming of age · mystery · second chance
Setting labels: planet Meta · Earth · high school · hospital · alien world · contemporary setting · space travel · teen social world · alternate reality
Semantic match: ranked by premise + setting
Distance: 0.2642
A schoolgirl’s sudden invisibility draws her into a secret circle of kids with powers and a dangerous hidden origin.
Why this is here
Premise labels: invisibility · superpowers · hidden abilities · kids with powers · ordinary child becomes extraordinary · secret origin · young heroes · friend-led investigation
Setting labels: school setting · middle school · teen contemporary · small-scale reality · lightly fantastical world · local adventure
Semantic match: ranked by premise + setting
Distance: 0.2661
A foster kid discovers invisibility after a terrifying encounter and must uncover his origins while deciding whom to trust.
Why this is here
Premise labels: foster care · invisibility · superpower origin · identity search · found family · science experiment
Setting labels: contemporary · present day · New Jersey · foster home · neighborhood · biotech lab · school · urban setting · grounded speculative fiction
Semantic match: ranked by premise + setting
Distance: 0.2681
A bullied fifth grader must take his inventor mom’s robot to school, where embarrassment, friendship, and a secret await.
Why this is here
Premise labels: robot at school · inventor parent · siblings · school adjustment · bullying · sick child · family secret · robot companion
Setting labels: elementary school · fifth grade · home setting · house full of robots
Semantic match: ranked by premise + setting
Distance: 0.2686
