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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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Academic Freedom and Politics
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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.

336 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.
336 works in the cohort · of 4,299,418page 1 of 7

Labels cover 1 of 336 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 336 of 336 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Universities Gone Wild
2012· article· en· Culture Studies &#x2194 Critical Methodologies· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
27
citations
aboutno affno abstractunlabeled
Academic Freedom in Canada: A History
2000· article· en· History of Education Quarterly· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affunlabeled
Ensino superior, para quê?
2010· article· pt· Educar em Revista· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11
citations
aboutno affunlabeled
The Settler Coloniality of Free Speech
2022· article· en· International Political Sociology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
aboutno affunlabeled
Academic status for Canadian academic librarians: a brief history
2013· book-chapter· en· Open ULeth Scholarship (OPUS) (University of Lethbridge)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
9
citations

How this was built: Screen · Findings · About