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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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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.

affaffiliation
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venuejournal
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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 12 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.

affno abstractunlabeled
Program Development
Deborah Kramer
2024· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
A Changing World and Changing Community College
Stewart E. Sutin, Daniel Derrico, Edward J. Valeau, Rosalind Latiner Raby
2011· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
affaboutunlabeled
Is Postsecondary Education Affordable?
Sandy Baum, Saul Schwartz
2013· article· en· International Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Double majors: one for me, one for the parents?
Basit Zafar
2010· preprint· en· Econstor (Econstor)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
Transferring While Black
Edmund Adam, Selina Linda Mudavanhu, Rose Adusei
2023· article· en· Pan-African Conversations· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About