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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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Cultural and Pedagogical Inquiry
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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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venuejournal
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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.

471 results · 1 filter active ·
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20092025
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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.
471 works in the cohort · of 4,299,418page 6 of 10

Labels cover 4 of 471 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 471 of 471 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.

affvenueaboutunlabeled
Strong Girls, Strong Women
Rochelle Starr
2018· article· fr· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
I Know Why the Caged Bird Sings
Cecille DePass
2018· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundvenueno affunlabeled
“This is Not How They Are”
Paul A. Crutcher
2019· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Compartments
Laura B. Moores
2018· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
My Place/Your Place
Sonia Aujla-Bhullar
2023· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Sumac Blues
Nicholas Ng-­A-­Fook
2021· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Portraits Not Yet Taken
Kevin Mellis
2017· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Signal Hill vert et noir
Natalie Beausoleil
2018· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Contributor Biographies
Carol Lee
2021· article· en· Cultural and Pedagogical Inquiry· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Meditation 3: Near Imbolc
David W. Jardine
2025· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Photo 1
Ashley Romero
2025· article· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Yin and Yang
Penny Hardy
2023· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Photo 3
Ashley Romero
2025· article· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Meditation 2: A Phototropic Science Lesson
David W. Jardine
2025· article· en· Cultural and Pedagogical Inquiry· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Understanding Burdens and Developing Hope
Jessica N. Ricketts
2018· article· en· Cultural and Pedagogical Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Contributor Biographies
Carol Lee
2023· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Contributor Biographies
Kathleen C. Sitter
2022· article· en· Cultural and Pedagogical Inquiry· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
A Self in Thirds
Elaine Cagulada
2021· article· en· Cultural and Pedagogical Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Missing and Murdered
Grant Spotted Bull
2018· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
A Botanical of Grief
Charlotte Henay, Yasmin Glinton
2019· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Confessions of a Bad Dog
Tania Guerrero
2017· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Pizarro Meets Atahualpa Again
Cyril Dabydeen
2016· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Material - Poetic Fragment #3
Carol Lee
2022· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
The Archer and the Pull of Migration
Carol Lee
2021· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Streets
Cyril Dabydeen
2016· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Making the Ancestors Proud:
Janice B. Fournillier
2021· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Kiskadee and Blue-Sackie
Cyril Dabydeen
2016· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Port Rexton Aquarelle
Natalie Beausoleil
2018· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Call for Book Reviewers
Kathleen C. Sitter
2017· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Tamed Series: Photos
Ziya Lin
2016· article· en· Cultural and Pedagogical Inquiry· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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