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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 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.

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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 6 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.

venueno affno abstractunlabeled
The Sessional Lecturer as Migrant Labourer.
Avis Mysyk
2001· article· en· Canadian Journal of Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
venueno affunlabeled
Mobility in the Internationalisation of Higher Education Institutions
Sandro Serpa, Suzana Nunes Caldeira, Margarida S. Damião Serpa, Rolando Lalanda-Gonçalves, Helena Mateus Montenegro, Isabel Estrela Rego
2020· article· en· International Journal of Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
aboutno affunlabeled
Hallmark of a World-Class University
Koh Aik Khoon, R. Abd‐Shukor, Osman Hassan, Mohd. Zainuddin Saleh, Ainon Hamzah, Abd. Rahim Hj. Ismail
2005· article· en· College student journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
venueno affunlabeled
“World Class” or The Curse of Comparison?
Daniel W. Lang
2005· article· en· Canadian Journal of Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
A Challenge to Metrics as Evidence of Scholarity
Bonnie Stelmach, Stuart D. Von Wolff
2011· article· en· European Educational Research Journal· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
16
citations
aboutno affunlabeled
Faculty Internationalization Priorities
John Criswell, Hao Zhu
2015· article· en· FIRE Forum for International Research in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
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