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Cover of The Expert of Subtle Revisions by Kirsten Menger-Anderson
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The Expert of Subtle Revisions

Kirsten Menger-Anderson

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Similar in characterization

These books are ranked using the characterization labels extracted for The Expert of Subtle Revisions.

Characterization labels used: quirky protagonist, introverted protagonist, self-reliant protagonist, brilliant mathematician, closeted gay man, academics, intellectuals, unlikeable antagonist, complex villain, messy characters, flawed characters, highly educated characters, reclusive parent

Focused on “married characters” 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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Cover of A Letter to the Luminous Deep by Sylvie Cathrall

A Letter to the Luminous Deep

Sylvie Cathrall · 2024 · The Sunken Archive

An epistolary underwater fantasy where two scholars’ letters uncover romance, mystery, and a deeper disappearance.

Why this is here

Characterization labels: reclusive protagonist · scholars · introverted characters · anxious characters · socially awkward characters · grieving siblings · kind characters · curious characters · intellectual characters · neurodivergent characters · OCD representation · disabled character · married characters

Semantic match: ranked by characterization

Distance: 0.1235

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Cover of Song of Kali by Dan Simmons

Song of Kali

Dan Simmons · 1989

A magazine writer’s trip to Calcutta for a missing poet turns into a suffocating descent into cult terror and dread.

Why this is here

Characterization labels: flawed protagonist · unlikeable protagonist · arrogant narrator · outsider protagonist · writer protagonist · poet protagonist · editor protagonist · family man · protective father · curious investigator · intellectual protagonist · flawed family dynamics

Semantic match: ranked by characterization

Distance: 0.1220

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Cover of It Came From the Sky by Chelsea Sedoti

It Came From the Sky

Chelsea Sedoti · 2020

A teen science nerd and his prankster brother fake an alien invasion, and their small-town lie spirals wildly out of control.

Why this is here

Characterization labels: introverted protagonist · science nerd · awkward teen · gay teen · boy genius · prankster brother · supportive parents · neurodivergent-coded protagonist · anxious protagonist · self-focused protagonist · character growth · dry wit

Semantic match: ranked by characterization

Distance: 0.1240

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Cover of Girl in Ice by Erica Ferencik

Girl in Ice

Erica Ferencik · 2022

A frightened linguist heads to Greenland to translate a thawed girl’s unknown language and uncover her brother’s death.

Why this is here

Characterization labels: anxious heroine · introverted protagonist · agoraphobic protagonist · linguist protagonist · scientist · enigmatic man · brilliant but difficult · grieving sibling · protective father · sick child · young girl · unreliable characters

Semantic match: ranked by characterization

Distance: 0.1253

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Cover of The Smartest Kid in the Universe by Chris Grabenstein

The Smartest Kid in the Universe

Chris Grabenstein · 2020 · The Smartest Kid in the Universe

A lazy middle schooler accidentally eats knowledge pills and must use his new genius to save his school.

Why this is here

Characterization labels: lazy protagonist · average student · relatable kid · genius kid · best friend sidekick · smart crush · fun villain · scheming principal · quirky scientist · supportive family · responsible arc · matured protagonist

Semantic match: ranked by characterization

Distance: 0.1275

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Cover of Variable Star by Robert A. Heinlein

Variable Star

Robert A. Heinlein, Spider Robinson · 2006

A broke would-be composer boards a relativistic colony ship after a love-and-family betrayal, only to face cosmic disaster.

Why this is here

Characterization labels: young protagonist · musician protagonist · composer protagonist · socially awkward protagonist · gifted protagonist · flawed hero · headstrong hero · rich heiress · ruthless patriarch · competent characters · stock characters

Semantic match: ranked by characterization

Distance: 0.1325

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Cover of Everyone's a Aliebn When Ur a Aliebn Too by Jomny Sun

Everyone's a Aliebn When Ur a Aliebn Too

Jomny Sun, Jonny Sun · 2017

A lonely alien studies Earth and finds unexpected comfort, friendship, and life lessons among talking creatures.

Why this is here

Characterization labels: lonely protagonist · naive protagonist · empathetic narrator · introverted characters · insecure characters · philosophical characters · quirky secondary characters · vulnerable characters

Semantic match: ranked by characterization

Distance: 0.1325

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Cover of Citadel by C.M. Alongi

Citadel

C.M. Alongi · 2023

A nonverbal autistic outcast in a walled theocracy discovers the “demons” beyond the forest may be people.

Why this is here

Characterization labels: nonverbal protagonist · autistic protagonist · outcast · curious protagonist · scientist protagonist · brave heroine · resourceful protagonist · complex villain · strict father · supportive friend · traditionalist parent

Semantic match: ranked by characterization

Distance: 0.1328

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Cover of Harry James Potter-Evans-Verres and the Methods of Rationality by Eliezer Yudkowsky

Harry James Potter-Evans-Verres and the Methods of Rationality

Eliezer Yudkowsky · 2015 · Harry Potter and the Methods of Rationality

An alternate-universe Harry Potter uses science and rationality to probe magic, challenge Hogwarts, and remake his fate.

Why this is here

Characterization labels: child prodigy · rationalist · smart protagonist · annoying genius · arrogant protagonist · self-centered protagonist · overly mature child · relatable flaws · dark lord aspiration · logical villain · over-the-top characterization · female characters weak

Semantic match: ranked by characterization

Distance: 0.1344

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Cover of Half Life by Shelley Jackson

Half Life

Shelley Jackson · 2006

A conjoined twin in a post-nuclear alternate America seeks separation, only to confront a destabilizing mystery about her past.

Why this is here

Characterization labels: unlikeable protagonist · alienated protagonist · strong-willed protagonist · funny protagonist · independent protagonist · morally ambiguous protagonist · fragmented self · insane narrator · quirky characters · childhood trauma · repressed memory

Semantic match: ranked by characterization

Distance: 0.1363

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