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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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
Evidence
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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 26 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.

venueno affunlabeled
Dickens’ Complex About the Poor Children
Ren Chi, Yu Hao
2013· article· en· Cross-cultural communication· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Blink & Caution by T. Wynne-Jones
Allison Sivak
2011· 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
David Sulz
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Front Matter
R. Brian Howe, Katherine Covell
2007· paratext· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Editorial
Lesley Peterson
2018· editorial· en· Journal of Juvenilia Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The World is your Oyster by T. James
David Sulz
2012· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Introductory Poetic Preface: Forest Floor
Carol Lee
2023· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Fire and Glass by M. Chan
Kyle Marshall
2016· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Poindexter Makes a Friend by M. Twohy
Sarah Polkinghorne
2011· article· en· The Deakin Review of Children s Literature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Untitled
Kristin Clancy
2013· article· en· ti<· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Missing Objects in Child Language
Ana Teresa Pérez‐Leroux, Mihaela Pirvulescu, Yves Roberge
2017· book-chapter· en· Cambridge University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
10.53762/ksv2nt63
Muhammad Sohail Ahmad, Zainab Bukhari, Mubashar Nadeem
2000· article· en· Time to knit· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Epilogue
Richard H. Enns, George C. McGuire
2001· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Mother of Him
Evan Placey
2013· book· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Puppy Plan
Anna Wilson
2015· book· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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