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These books are ranked using the themes labels extracted for Mission to Disaster.
Themes labels used: greater good, science and ethics, courage, responsibility, coming of age, helping others, community, trust, moral choice, leadership, scientific discovery, loss
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A bullied, puzzle-loving 13-year-old gets cryptic letters that pull him into a multiverse-saving quest.
Why this is here
Themes labels: choice and consequence · identity · self-worth · courage · family support · trusting adults · good vs evil · friendship · responsibility · scientific wonder
Semantic match: ranked by themes
Distance: 0.1392
A young inventor girl and her friends race to protect her grandfather’s secrets in a fairy-tale steampunk world.
Why this is here
Themes labels: family · friendship · loyalty · bravery · courage · growing up · coming of age · innovation · ingenuity · science over magic · good versus evil · curiosity · trust · community · protecting home · moral values
Semantic match: ranked by themes
Distance: 0.1454
Six strangers wake in a bunker after a world-ending event and must solve a survival experiment with hidden motives.
Why this is here
Themes labels: survival · trust · humanity · greater good · free will · control · moral choice · hope · identity · memory · loyalty · friendship · family · integrity · individual vs collective · ethics of salvation · technology and power · human condition · restoring civilization · good vs evil
Semantic match: ranked by themes
Distance: 0.1480
A teen science nerd hunting the periodic table finds a radioactive new element that draws enemies and danger.
Why this is here
Themes labels: science and curiosity · responsibility · family · friendship · selflessness · moral courage · danger of knowledge · consequences · good versus evil · power and corruption · protecting others · adolescence · coming of age · interest in learning
Semantic match: ranked by themes
Distance: 0.1490
A boy enters an elite explorer academy and must solve a family-linked mystery while evading a hidden enemy.
Why this is here
Themes labels: science education · conservation · exploration · truth seeking · honor · cooperation · friendship · family loss · legacy · responsibility · curiosity · knowledge sharing · real-world science · technology ethics · trust · coming of age · global citizenship
Semantic match: ranked by themes
Distance: 0.1500
Bruce Banner teams with S.H.I.E.L.D., using the Hulk as a weapon while building a new scientific legacy.
Why this is here
Themes labels: acceptance · self-management · legacy · reputation · scientific achievement · using strengths · greater good · destruction vs creation · control · responsibility
Semantic match: ranked by themes
Distance: 0.1528
A winged teen must navigate council politics, a spreading virus, and rising war while reuniting with her mother.
Why this is here
Themes labels: trust · forgiveness · responsibility · identity · guilt · morality in science · government corruption · survival · belonging · leadership · coming of age · fear of difference · scapegoating · social blame · climate change
Semantic match: ranked by themes
Distance: 0.1536
A teenage survivor helps his father build a new community in post-pandemic South Africa as danger grows inside and out.
Why this is here
Themes labels: civilization · community building · human nature · hope · survival · moral choice · coming of age · leadership · cooperation · violence · power · ethics · philosophy · resilience · social order · ecology · conservation · technology loss · family loyalty · identity
Semantic match: ranked by themes
Distance: 0.1540
In a zombie-ravaged America, a teen survivor and old allies race to uncover buried secrets and stop a new threat.
Why this is here
Themes labels: survival · loss · grief · coming of age · identity · community · trust · secrecy · corruption · cure quest · science and ethics · bioengineering · government failure · power and control · moral choice · hope · resilience · trauma · immigration · racism · politics · family responsibility · humanity versus monstrosity
Semantic match: ranked by themes
Distance: 0.1549
After a supervolcano, Alex and Darla race to build a defendable community before winter, war, and human cruelty finish them off.
Why this is here
Themes labels: survival · responsibility · bravery · hope · civilization · society · leadership · community building · human resilience · morality · sacrifice · cooperation · humanity · coming of age · trust · resourcefulness · order versus chaos
Semantic match: ranked by themes
Distance: 0.1552
After a devastating loss, the Fantastic Four reinvent themselves as the Future Foundation and face a multiverse-scale crisis.
Why this is here
Themes labels: grief · legacy · future-building · science and ethics · family over team · leadership · moral ambiguity · responsibility · world improvement · power · continuity · change · identity · greater good
Semantic match: ranked by themes
Distance: 0.1558
Spider-Man’s debut blends a teen superhero origin with anthology shorts in a landmark comic issue.
Why this is here
Themes labels: great responsibility · power and consequence · loss and grief · guilt · moral awakening · identity · coming of age · social rejection · selfishness · relatability · heroism · ordinary life
Semantic match: ranked by themes
Distance: 0.1582
