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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Themes in Literature Analysis
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,785 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,785 works in the cohort · of 4,299,418page 19 of 36

Labels cover 1 of 1,785 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,785 of 1,785 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueaboutno affunlabeled
Our Last Issue
Robert Desmarais
2020· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Certainly, kids can be authors!
Robert Desmarais
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Promise by N. Davies
Michele Wilson McCune
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Summer I Learned to Fly by D. Reinhardt
Tami Oliphant
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Children’s Press
Frederick S. Milton
2020· book-chapter· en· Edinburgh University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Hobbit by J.R.R. Tolkien
Zelma BCR
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Wolf’s Boy by S. Williams Beckhorn
Kyle Marshall
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Little Bunny's Own Storybook by M. Welwood
Laura Hamonic
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Riddlemaster by K. Crossley-Holland
Colette Leung
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Jason's Why by B. Goobie
Andrea Deakin
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
This is My Book! by M. Pett
Shannon Eremenko
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Maxed Out by D. Greer
Lori Williams
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Not Your Typical Dragon by D. Bar-el
Leslie Aitken
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
How the Storyteller became Medallion Man
Michael Morpurgo
2021· article· en· IASL Annual Conference Proceedings· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
I Shall Wear Midnight by T. Pratchett
Diana Keto
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
And Nothing But the Truth by K. Pearson
Debbie Feisst
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Darkest Light by H. Goto
Allison Sivak
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Orchards by H. Thompson
John Huck
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
The King Who Wouldn’t Sleep by D. Singleton
Robert Desmarais
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Collaboration and Connection
Rachel Conrad, Lesley Peterson
2021· article· en· Journal of Juvenilia Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Ollie & Moon by D. Kredensor and S. Kress
Kim Frail
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Last Dragonslayer by J. Fforde
Amy McLay Paterson
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Review of Hamori, "When Gods Were Men"
David E. S. Stein
2010· article· en· Journal of Hebrew Scriptures· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Sisters by Raina Telgemeier
Shawna Manchakowsky
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
NEWS & ANNOUCEMENTS
Hanne Pearce
2017· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Sisters by R. Telgemeier
Elese BCR
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
InvisiBill by M. Fergus
Leslie Aitken
2018· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Indigenous Young Adult Literature
Amber Matthews, G T Bennett, Maneja Joian, Jenna Brancatella
2019· article· en· Emerging Library & Information Perspectives· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Many Wonderful Book Events to Announce
Hanne Pearce
2019· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Reviews
John Plotz, Celia Easton
2024· article· en· Journal of Juvenilia Studies· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
The Phantom Tollbooth by N. Juster
Amy McLay Paterson
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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