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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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Higher Education Research Studies
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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.

1,012 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.
1,012 works in the cohort · of 4,299,418page 18 of 21

Labels cover 4 of 1,012 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 1,012 of 1,012 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.

aboutno affunlabeled
Table of Contents
2011· article· en· Enrollment Management Report· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutno abstractunlabeled
University of Manitoba Faculty Profile
Tyler A. Black
2020· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Editorial Board and Acknowledgements
2019· paratext· en· USURJ University of Saskatchewan Undergraduate Research Journal· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
The High Wire of Success
Jordan Quenneville
2009· article· en· LEARNing Landscapes· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canadian Universities
2011· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Intergenerational Relations That Guide Educational Planning
Caroline M. Crawford, Billi L. Bromer, Noran L. Moffett, Sharon K. Andrews, Virginia Dickenson, Janice Moore Newsum +2 more
2023· book-chapter· en· Advances in early childhood and K-12 education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Editorial Board and Acknowledgements
Liv Marken
2019· paratext· en· USURJ University of Saskatchewan Undergraduate Research Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
From the Co-Editors
Susan M. Campbell, Sharon A. Aiken-Wisniewski
2019· article· en· NACADA Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Post-secondary access: Evidence from Pakistan
Muhammad Asim, Zarak Sohail, Anisha Saleem, Ijaz Bajwa
2025· article· en· International Journal of Educational Development· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Table of Contents
2011· article· en· The Successful Registrar· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Michigan Electric Transnission Company
2015· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Ambitious and Anxious
Chunlei Liu
2023· article· en· YU-WRITE Journal of Graduate Student Research in Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Editorial Board and Acknowledgements
2019· paratext· en· USURJ University of Saskatchewan Undergraduate Research Journal· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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