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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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Global Educational Reforms and Inequalities
Retraction
Abstract
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Label agreement
Label status

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.

275 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.
275 works in the cohort · of 4,299,418page 4 of 6

Labels cover 3 of 275 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 275 of 275 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
Situating School Discipline in Mauritius
Stephanie Chitpin, David C. Young
2025· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
[no title]
Hayhoe
2007· article· Comparative Education Review· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Resolve Through Currere
Jung‐Hoon Jung
2017· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
On the Shared Experiences of School Administrators in Multigrade Schools
Ludilyn H. Ompoy, Pritzel Lee G. Capili, Melbert Hungo, Leomarich F. Casinillo
2025· article· en· Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Teaching on the Margins
Marina Salvatore
2025· book-chapter· en· Advances in higher education and professional development book series· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Index
2023· paratext· en· International perspectives on education and society· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Equal Opportunity and the Burden of Student Debt
Lesley A. Jacobs, Matthew McManus
2023· book-chapter· en· Palgrave studies in classical liberalism· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Acknowledgments
2018· article· en· Comparative Education Review· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About