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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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Global Educational Policies and Reforms
Retraction
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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.

783 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
783 works in the cohort · of 4,299,418page 2 of 16

Labels cover 1 of 783 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 783 of 783 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Global Determinants of Education Reform, 1960 to 2017
Patricia Bromley, Jared Furuta, Rie Kijima, Lisa Overbey, Minju Choi, Heitor O. Santos
2023· article· en· Sociology of Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Education for Development
Edward Shizha, Ali A. Abdi
2014· book-chapter· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
aboutno affunlabeled
Education, Dominance and Identity
2013· book· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Learning in and across Contexts: Reimagining Education
Jennifer A. Vadeboncoeur, Hitaf Kady-Rachid, Bruce Moghtader
2014· article· en· Teachers College Record The Voice of Scholarship in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Class and race
Shahrzad Mojab
2005· article· en· New Directions for Adult and Continuing Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
venueno affunlabeled
Pedagogy and Neoliberalism
Trond Sandvik
2020· article· en· Phenomenology & Practice· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
The International Science and Evidence-based Education Assessment
Anantha Kumar Duraiappah, Nienke van Atteveldt, Stanley T. Asah, Grégoire Borst, Stephanie Bugden, J. Marieke Buil +12 more
2021· article· en· npj Science of Learning· Social Sciences
distilled prediction:candidate · stsconsensus · sts
17
citations
venueno affunlabeled
Neoliberalism and STEM Education
Lyn Carter
2016· article· en· Journal for Activist Science and Technology Education· Social Sciences
distilled prediction:candidate · stsconsensus · none
17
citations

How this was built: Screen · Findings · About