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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
Retraction
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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.

affaffiliation
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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 20 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
Better Together by Sh. & S. Shapiro
Tami Oliphant
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Little Chicken Duck by T. Beiser
Andrea Deakin
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Awards, Announcements, and News
Gail de Vos
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Cats' Night Out by C. Stutson
Matilda Roche
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
We've Got Lots of Good News for You!
Hanne Pearce
2019· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Awake and Dreaming by K. Pearson
Carlene Slobodian
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Bird & Squirrel On The Run! by J. Burks
Annabelle Pendry
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Above by L. Bobet
Colette Leung
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
George by A. Gino
Emily Paulsen
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Bears
Sylvianne Topporkof
2023· article· en· Encounters in Theory and History of Education· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Little Humans by B. Stanton
Kerri Trombley
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
An Impressive Array of New Books
Robert Desmarais
2018· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Tolkien, le merveilleux et la mort
Cătălin Iulian Hriban
2007· article· fr· Acta Fabula· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bunyan for Children
Shannon Murray
2018· book· en· Oxford University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Bumble-Ardy by M. Sendak
Amy McLay Paterson
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Emerald Atlas by J. Stephens
Trish Chatterley
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Ocean Meets Sky by T. Fan
Melinda Cooke
2019· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
You Just Can’t Help It by J. Szpirglas
Sandy Campbell
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundvenueno affunlabeled
Hercule Poirot Investigates
Jeffrey Condran
2019· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Eh? to Zed by K. Major
Amy McLay Paterson
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
My Name is Mina by D. Almond
Matilda Roche
2013· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
This One Summer by J. & M. Tamaki
Corine Doiron
2015· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
"For Girls" and "For Boys"
Robert Desmarais
2014· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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