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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 Research Studies
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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.

1,012 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.
1,012 works in the cohort · of 4,299,418page 11 of 21

Labels cover 4 of 1,012 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 1,012 of 1,012 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Equity, diversity, and inclusion in courses
Katherine Moreau, Kaylee Eady
2022· article· en· The Clinical Teacher· Social Sciences
distilled prediction:candidate · sts+open_science+insufficient_payloadconsensus · none
1
citations
affunlabeled
Intention, Transition, Retention
Dale Kirby, Dennis Sharpe
2011· article· en· International Journal of Information and Communication Technology Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Biculturalism among Indigenous College Students
Colton Duane Miller
2011· book-chapter· en· ScholarsArchive (Brigham Young University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
EDUCATION Definitions for the Parameters of Georgia's Hope Scholarship: Amend Certain Definitions Relating to HOPE Scholarships and Grants; Limit the Number of Quarter or Semester Hours for Which HOPE Scholarships May Be Received at Public and Private Postsecondary Institutions; Provide for Students in Professional Level Programs; Provide for Related Matters; Repeal Conflicting Laws; and for Other Purposes
Christopher J. Sullivan
2005· article· en· Georgia State University law review· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
aboutno affunlabeled
Revenu familial et participation aux etudes postsecondaires
John Zhao, Garth Lipps, Miles Corak
2003· preprint· fr· RePEc: Research Papers in Economics· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Community Colleges
Jason Russell
2018· book-chapter· en· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
1
citations
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