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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
fundfunder
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 7 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.

affvenueunlabeled
Love, Joy, Peace, and Light
Lois Edge
2024· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Invisible
Tania Guerrero
2017· article· en· Cultural and Pedagogical Inquiry
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Whispers Through My Soul
Penny Hardy
2023· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Kaieteur Falls
Cyril Dabydeen
2016· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Contributor Biographies
Theresa Abodeeb-Gentile
2020· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundvenueunlabeled
Dancing into Ubuntu:
Kahmaria Pingue, Rebecca Lloyd
2021· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Tall Palms, Jamaica
Emma Lewis
2021· article· en· Cultural and Pedagogical Inquiry· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
afffundvenueunlabeled
Book Reviewer Biographies
Kathy C. Sitter
2018· article· en· Cultural and Pedagogical Inquiry· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Berbice Sugar Factory
Cyril Dabydeen
2016· article· en· Cultural and Pedagogical Inquiry· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundvenueno affunlabeled
Be Like a Tree
Heather Croke
2018· article· en· Cultural and Pedagogical Inquiry· Social Sciences
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
venueno affgpt · no categorygrok · no categoryopus · no categorymodels split
An Unforgotten Iron Key
Noor El-Husseini
2021· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
No Longer Silent: Racialized Academic Women Speak Out!
Sandra Dixon, Cecille DePass, Towani Duchscher, Apooyak'ii Tiffany Hind Bull – Prete
2025· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · metaresearch+stsconsensus · none
0
citations
affvenueaboutunlabeled
Disrupting Colonial Amnesia via Land-Based Sensory Fieldwork
Geneve Berkenkamp, Surya Butterworth, Noah Derkat, Chelsea Godschild, Alison L. Grittner, Shane Yu
2022· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Red Hope Pedagogy
Rebecca Sockbeson, Cora Weber-Pillwax, J. Ross Sinclair, Claudine A. Louis, Sarah Auger
2018· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Caribbean Pelau
Carol Campbell, Jeanette Campbell
2018· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueno abstractunlabeled
Editorial introduction
Thashika Pillay, Lynette Shultz
2014· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Appetite for Disruption (Image)
2025· article· Cultural and Pedagogical Inquiry· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Gates of Dachau
David Butts
2015· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
CPI Forges New Directions
Cecille DePass, Ali A. Abdi
2015· article· en· Cultural and Pedagogical Inquiry· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Favourite Things
Robyn Chin Fatt
2015· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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