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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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Student Assessment and Feedback
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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.

860 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.
860 works in the cohort · of 4,299,418page 15 of 18

Labels cover 1 of 860 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 860 of 860 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
3 Minute Thesis: “One slide, no props, 3 minutes”
Brandon Jamieson, Elisha Krauss, Nick Preobrazenski
2018· article· en· Inquiry Queen s Undergraduate Research Conference Proceedings· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · sts
0
citations
aboutno affunlabeled
Development Canada.
2003· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Effective Feedback in Online Learning
Jane Costello, Daph Crane
2015· book-chapter· en· Advances in educational technologies and instructional design book series· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
10.18162/ritpu.2009.159
Karen Lightstone, Steven M. Smith
2016· dataset· fr· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Self-Assessment During Online Discussion
Ruth Xiaoqing Guo
2011· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Exploring New Frontiers in Self and Peer Assessment
Johanna de Leeuw, Bryan Szumlas, Kandace Jordan, Sue Humphry, Linda Matsumoto
2014· article· en· Open MIND· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introduction
Frankie Condon, Vershawn Ashanti Young
2016· book-chapter· en· The WAC Clearinghouse; University Press of Colorado eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
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