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The City of Ember

Jeanne DuPrau

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Similar in characterization

These books are ranked using the characterization labels extracted for The City of Ember.

Characterization labels used: child protagonists, twelve-year-olds, curious protagonists, brave protagonist, angry boy, resourceful girl, relatable leads, plucky kids, naive adults, corrupt mayor, family-centered

Focused on “smart kid” where exact label matches exist.

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.

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When You Reach Me

Rebecca Stead · 2009

A sixth grader in 1970s New York receives impossible notes that pull her into a mystery about friendship, time, and survival.

Why this is here

Characterization labels: twelve-year-old girl · observant child · thoughtful protagonist · smart protagonist · believable kids · realistic children · complex characters · nuanced character arcs · petty friendships · single mother household · supportive adults · childhood innocence · maturing protagonist

Semantic match: ranked by characterization

Distance: 0.1271

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Spell Robbers

Matthew J. Kirby · 2014 · The Quantum League

A boy at a fake science camp discovers reality-bending powers and gets pulled into a secret war over them.

Why this is here

Characterization labels: 12-year-old protagonist · new kid · smart kid · stubborn · independent · skeptical protagonist · protective son · prodigy · morally conflicted adults · rogue agent

Semantic match: ranked by characterization

Distance: 0.1587

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Escape Room

Christopher Edge · 2022

A 12-year-old’s birthday escape room turns deadly as she and four strangers race through puzzles to find the Answer.

Why this is here

Characterization labels: twelve-year-old protagonist · smart protagonist · puzzle lover · leader · team roles · distinct skill sets · stereotyped side characters · annoying rival · brave children · fragile bonds

Semantic match: ranked by characterization

Distance: 0.1292

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The Gauntlet

Karuna Riazi · 2017 · The Gauntlet

A Bangladeshi-American girl and her friends must survive a living board game to rescue her brother and escape forever.

Why this is here

Characterization labels: twelve-year-old protagonist · smart protagonist · brave protagonist · resourceful protagonist · headstrong protagonist · compassionate protagonist · strong female lead · younger brother · best-friends trio

Semantic match: ranked by characterization

Distance: 0.1293

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Jake Ransom and the Skull King's Shadow

James Rollins · 2009 · Jake Ransom

A boy and his sister follow clues from their missing archaeologist parents into a hidden world of ancient cultures, dinosaurs, and danger.

Why this is here

Characterization labels: young hero · bookish boy · curious protagonist · smart kid · bullied outsider · popular sister · cheerleader sister · adventurous sibling pair · new friends · flawed characters · resourceful child

Semantic match: ranked by characterization

Distance: 0.1668

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Prašina

Vojtěch Matocha · 2018 · Prašina

A child-led mystery adventure in a powerless Prague district where every secret points to a world-changing truth.

Why this is here

Characterization labels: young protagonists · child duo/trio · resourceful girl · male lead · outsider characters · adult antagonists · dangerous adults · imperfect heroes · naive heroes · detective-minded kids · reluctant helper · grandfather figure

Semantic match: ranked by characterization

Distance: 0.1411

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Falling Out of Time

Margaret Peterson Haddix · 2023 · Out of Time

In 2193, a sheltered 12-year-old uncovers a hidden truth about her perfect world and her family’s past.

Why this is here

Characterization labels: tween protagonist · curious heroine · truth seeker · relatable preteen · resourceful child · less developed villain · underdeveloped characters · cartoonish adults · protective mother · competent sidekick · flat side character · sympathetic kids

Semantic match: ranked by characterization

Distance: 0.1411

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The Lion of Mars

Jennifer L. Holm · 2021

An 11-year-old on Mars must uncover a hidden truth and help save his colony when the adults fall ill.

Why this is here

Characterization labels: 11-year-old protagonist · curious narrator · sweet narrator · brave child · obedient child · average kid · relatable characters · well-developed characters · multifaceted characters · supportive adults · teen dynamics · community-minded children · flawed characters · goth girl

Semantic match: ranked by characterization

Distance: 0.1452

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The Town with No Mirrors

Christina Collins · 2023

In a mirrorless town, a curious girl secretly draws faces and uncovers the truth behind her community.

Why this is here

Characterization labels: curious protagonist · rebellious child · artist protagonist · naive narrator · sympathetic protagonist · secretive protagonist · morally conflicted · authoritarian leader · well-intentioned adults

Semantic match: ranked by characterization

Distance: 0.1477

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Floodland

Marcus Sedgwick · 2001

In a flooded future Britain, a ten-year-old girl sets out by boat to find her parents and survive what remains.

Why this is here

Characterization labels: resourceful protagonist · determined heroine · young survivor · headstrong girl · independent child · wild children · sinister leader · bullies · wise elder · flat characters · brave protagonist

Semantic match: ranked by characterization

Distance: 0.1495

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Children of Exile

Margaret Peterson Haddix · 2016 · Children of Exile

Raised in a peaceful sheltered town, a girl is sent to a dangerous home and must uncover why her whole childhood was a lie.

Why this is here

Characterization labels: twelve-year-old protagonist · protective older sibling · younger brother · rule breaker · rebellious child · naive protagonist · responsible child · suspicious peer · supportive friend

Semantic match: ranked by characterization

Distance: 0.1495

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The Last Beekeeper

Pablo Cartaya · 2022

A smart farm girl in a climate-ravaged future uncovers secrets that could save her family, community, and the last bees.

Why this is here

Characterization labels: twelve-year-old protagonist · smart protagonist · opinionated protagonist · plucky heroine · strong female characters · older sister · family legacy · tech-savvy · comes-of-age

Semantic match: ranked by characterization

Distance: 0.1501

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