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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 8 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.

venueno affunlabeled
In the Between
Carol Campbell
2016· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
David Butts Biography
David Butts
2016· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Editorial Introduction
Ali A. Abdi, Cecille DePass
2009· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Aurora Borealis
Nilima Sonpal-Valias
2015· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundvenueno affunlabeled
Contributors
Tania Guerrero
2015· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
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
venueno affunlabeled
For Columbus
Cyril Dabydeen
2016· article· en· Cultural and Pedagogical Inquiry
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
I Need to Draw People
Natalie Beausoleil
2018· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Sharing my Personal Sense of Space
Doreen Spence
2018· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
CPI Welcomes Jennifer Eiserman's Special Issue
Cecille DePass, Ali A. Abdi
2017· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
My Spirit and Heart Soar
Cecille DePass
2017· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Twins
Cyril Dabydeen
2022· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Back Cover
Cecille DePass, Emma Lewis, Angela Ramsay
2022· paratext· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Contributors
Jennifer Eiserman
2017· article· en· Cultural and Pedagogical Inquiry· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Back To Punjab
Amrit Singh
2021· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
All that Glitters is not Gold:
Kim Koh
2021· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Dialogic Tropes:
Jane McQuitty, Kim Huynh
2021· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Politics of Contemporary Education
Cecille DePass
2017· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Greekopolis
Jean René Leblanc
2017· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Artist Statement and Artwork [Blue, Moving]
Natalie Beausoleil
2022· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Maya Angelou's Still I Rise: Resource
M. Wallis
2016· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Book Reviewer Biographies
Kathleen C. Sitter
2019· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Cyril Dabydeen Biography
Cyril Dabydeen
2016· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Endings and New Beginnings
Cecille DePass, Denise Desnoes, Michele Mowatt
2022· article· en· Cultural and Pedagogical Inquiry· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
December is Winter
Cyril Dabydeen
2016· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Little Boy Leon
Penny Hardy
2023· article· en· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Water Lily
Emma Lewis
2021· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Politics of Contemporary Education
Paul A. Crutcher
2019· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Book Review Biographies
Kathleen C. Sitter
2020· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Pink Poui in Full Bloom, Jamaica
Emma Lewis
2021· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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