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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 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
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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.

1,013 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 18 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.

affunlabeled
Managing Innovation in Teaching in ODDE
Tony Bates
2022· book-chapter· en· Handbook of Open, Distance and Digital Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Twelfth European Students’ Conference
Benjamin P. Geisler, Kemal Akdenizli, Alexander N. J. Neidhardt, E. Ovaska, J. V. Recklinghausen, A. Schuster +2 more
2020· article· en· McGill Journal of Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Thirty percent off Ontario tuition
Daniel Tisch
2018· article· en· Journal of Professional Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Empowering student partners
Kevwe Olomu, Elizabeth King, Oindrilla Ghosh, Susan Smith, Catherine McConnell, Claire Hamshire
2025· article· en· International Journal for Students as Partners· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Editorial
Martha Cleveland‐Innes, Sawsen Lakhal
2022· editorial· en· Canadian Journal of Learning and Technology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Co-Created and Student-led Teaching Materials
Dellannia Segreti
2023· article· en· Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Authoethnographie du printemps érable
Audrey Dahl, Renée Jackson
2024· article· en· Canadian Journal for the Study of Adult Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
2017 Western Student Research Conference Abstracts
Wurj Hns
2016· article· en· Western Undergraduate Research Journal Health and Natural Sciences· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
From the Co-Editors
Susan M. Campbell, Sharon A. Aiken-Wisniewski
2020· article· en· NACADA Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Building Neuroinclusive Campuses
Roxanne Ross, Heather Thompson, Carly A. McMorris
2025· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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