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These books are ranked using the motifs labels extracted for Doctor Who and the Abominable Snowmen.
Motifs labels used: Yeti, Great Intelligence, TARDIS, bell, monastery, snow, hillside, illustrations
This does not mean the books share the same plot, setting, quality, or difficulty. It means their motifs embeddings are close.
A mission to stop rogue Earth explorers on a magic-warped alien world finally brings two long-separated storylines together.
Why this is here
Motifs labels: magic · snow · journey · ship · cliffhanger · art references · earth references · mythic imagery
Semantic match: ranked by motifs
Distance: 0.2261
A lost Fourth Doctor adventure is reconstructed into a witty race for a dangerous Gallifreyan book and a vanished secret.
Why this is here
Motifs labels: artifact · mind sphere · tea · scarf · TARDIS · time travel · Gallifrey lore · cliffhanger
Semantic match: ranked by motifs
Distance: 0.2446
Cleo hunts ancient time tablets in an alien city as enemies attack, secrets surface, and her fate comes into focus.
Why this is here
Motifs labels: time tablets · prophecy · space travel · ancient Egypt · cats · colors · illustrations · arm injury · revelation · hidden identity
Semantic match: ranked by motifs
Distance: 0.2531
A shipmistress and her crew battle ice, war, and prejudice on a desperate quest for a power that could save their people.
Why this is here
Motifs labels: ice · snow · cold · polar bears · ships · flying ships · magic · reading · literacy · weaving · treasure · ancient power · wind · sea
Semantic match: ranked by motifs
Distance: 0.2611
A struggling painter chases inspiration, then struggles to make others see the impossible vision she witnessed.
Why this is here
Motifs labels: dragon · painting · poetry · snow · winter · canvas · vision · quotes · online comments · story
Semantic match: ranked by motifs
Distance: 0.2615
In a snowbound future, Maya is chosen to bond with one of four seasonal brothers and must face love, duty, and cost.
Why this is here
Motifs labels: four seasons · snow and ice · nature symbols · seasonal imagery · flowers · children's rhyme
Semantic match: ranked by motifs
Distance: 0.2633
A lone envoy visits an icebound alien world to win allies, and confronts a radically different culture and gender system.
Why this is here
Motifs labels: light and darkness · ice · winter · kemmer · myths · folktales · names · truth and imagination · journey · foretelling
Semantic match: ranked by motifs
Distance: 0.2663
Two orphaned twins join a skyship expedition to uncover the truth behind their father’s death and clear his name.
Why this is here
Motifs labels: airships · sky ship · thought-wolves · hawk · cat · mechanical arm · maps · exploration · tea · snow · ice · compass
Semantic match: ranked by motifs
Distance: 0.2667
A complete illustrated Earthsea omnibus tracing mages, islands, dragons, and the costs of power across a lifetime.
Why this is here
Motifs labels: true names · dragons · magic words · islands · sea · balance · shadows · maps · illustrations · afterwords
Semantic match: ranked by motifs
Distance: 0.2674
The Eleventh Doctor lands on a Viking-era island where a mysterious fire and a cultural clash threaten everyone’s survival.
Why this is here
Motifs labels: fire · water · sea · viking ships · TARDIS · chess · aurora borealis · Loki · brain energy · rabbits · underwater travel · locked storage closet
Semantic match: ranked by motifs
Distance: 0.2692
An assassin’s mission in a sky realm opens onto a fractured world of rival races, magic, and rebellion.
Why this is here
Motifs labels: dragons · airships · magic system · song · machine · labyrinth · water · floating continents · footnotes · maps and diagrams
Semantic match: ranked by motifs
Distance: 0.2706
Jamie’s errand with a mysterious book sends the Second Doctor and the TARDIS into an eerie alien city with old enemies.
Why this is here
Motifs labels: Necronomicon · TARDIS · bagpipes · recorder · glass city · music · sentient ship · ancient names · gold mercury
Semantic match: ranked by motifs
Distance: 0.2707
