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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.

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 Practises and Engagement
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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.

1,013 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.
1,013 works in the cohort · of 4,299,418page 20 of 21

Labels cover 14 of 1,013 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 1,013 of 1,013 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
Message from the Editor-in-Chief
Ingrid Harrington
2025· article· International Journal of Higher Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Toward a Post-Apologetic University
Océane Jasor, Ronald Cummings, Nalini Mohabir, Christiana Abraham
2023· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Editorial 4(2)
Michelle Yeo
2024· article· en· Imagining SoTL· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
2025 Campus Teaching Awards
2025· article· en· Political Science Today· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Editorial Volume 49 Issue 1
Michael Dabrowski, Martha Cleveland‐Innes
2023· article· en· Canadian Journal of Learning and Technology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Study
2013· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Digital media interns
Priya Modi, Michelle Yeschin, Sarah McLean
2024· article· en· International Journal for Students as Partners· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Index
Donatella della Porta, Lorenzo Cini, César Guzmán‐Concha
2020· paratext· en· Bristol University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Notes
Donatella della Porta, Lorenzo Cini, César Guzmán‐Concha
2020· book-chapter· en· Bristol University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Appendix
Donatella della Porta, Lorenzo Cini, César Guzmán‐Concha
2020· book-chapter· en· Bristol University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundvenueaboutunlabeled
From Elite to Expendable
Grace Karram Stephenson
2021· article· en· Brock Education Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About