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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 Governance and Development
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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.

1,875 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.
1,875 works in the cohort · of 4,299,418page 11 of 38

Labels cover 7 of 1,875 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 1,875 of 1,875 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Internationalization and the Academic Profession
Alper Çalıkoğlu, Glen A. Jones, Yangson Kim
2023· book· en· ˜The œchanging academy· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueaboutunlabeled
Precarious Academics: Information Practices and Challenges
Rebekah Willson, Heidi Julien
2020· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · scholarly_communication
5
citations
affaboutunlabeled
International Students at Canadian Community Colleges
Oleg Legusov, Hayfa Jafar, Olivier Bégin‐Caouette
2022· article· en· Journal of International Students· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Rethinking Management Education and Scholarship
David R. Hannah, Ana María Peredo
2011· article· en· Journal of Management Inquiry· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Negotiating the Academic Social Contract
Emily J. Levine, Mitchell L. Stevens
2022· article· en· Change The Magazine of Higher Learning· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
5
citations
affaboutunlabeled
Policy Processes for Technological Change
Richard Smith, Brian Lewis, Christine Massey
2000· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About