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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 Learning Practices
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

845 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.
845 works in the cohort · of 4,299,418page 9 of 17

Labels cover 5 of 845 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 845 of 845 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Assessing Quality in Postsecondary Education
Harvey P. Weingarten, Martin J. Hicks, Amy Kaufman
2018· book· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Reimagining Writing Centres Practices: A South African Perspective
Brian Hotson, Stevie Bell, Avasha Rambiritch, Laura Drennan, Sherran Clarence, Thembinkosi Mtonjeni +24 more
2023· book· en· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affno abstractunlabeled
Technical Education in Quebec
2016· book-chapter· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
La valutazione formativa come strategia di apprendimento
Raffaela Tore
2019· article· it· Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
The Equity/Excellence Enrosque
Juliet Lilledahl Scherer, Mirra Leigh Anson
2014· book-chapter· en· Palgrave Macmillan US eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Open Educational Resources in the PLIRC Database
Christine Wihak
2013· article· en· PLA Inside Out: An International Journal on Theory, Research and Practice in Prior Learning Assessment· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch
0
citations

How this was built: Screen · Findings · About