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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 36 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. 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.

affno abstractunlabeled
Introduction
Jane Knight
2025· book-chapter· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
2010. 03. 024. Меткалф А. С. , Фенуик Т. Какому обществу предназначены знания? Производство знаний, высшее образование и Федеральная политика в Канаде. Metcalfe A. S. , Fenwick T. Knowledge for whose society? Knowledge production, higher education, and Federal policy in Canada // higher education. - Dordrecht etc. , 2009. - Vol. 57, n 2. - p. 209-225. - doi:10. 1007/s10734-008-9142-4
М Н Лавров
2010· article· ru· Социальные и гуманитарные науки. Отечественная и зарубежная литература. Сер. 8, Науковедение: Реферативный журнал· Social Sciences
machine prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Graduating Into a Global Economy
Ronald J. Wonnacott
2002· article· en· Scholarship@Western (Western University)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Foreword
Pura Mgolombane
2021· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A View from Quebec
Claude Hamel
2021· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ICT in Chinese Higher Education
Xiaobin Li
2020· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
World Social Forums
Dorval Brunelle
2019· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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