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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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Educational Assessment and Improvement
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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.

361 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.
361 works in the cohort · of 4,299,418page 7 of 8

Labels cover 1 of 361 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 361 of 361 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Does Platinum Bend? Standards under Stress
Chester E. Finn, Andrew E. Scanlan
2019· book-chapter· en· Princeton University Press eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Evidence-based School Library Practice
Annie Tam, Ružica Rebrović-Habek, Zvjezdana Dukić
2019· article· en· IASL Annual Conference Proceedings· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Broadening Conceptions of Educational Research
Trevor Norris
2024· article· en· Brock Education Journal· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Data Evaluation and Sensemaking
Kathleen Gregory, Laura Koesten
2022· book-chapter· en· Synthesis lectures on information concepts, retrieval, and services· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Personalised Education Personified
2023· book-chapter· en· Advances in educational marketing, administration, and leadership book series· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Epistemic Assessment Capacity
Christopher DeLuca, Jill Willis, Bronwen Cowie, Christine Harrison, Andrew Coombs
2023· book-chapter· en· Teacher education, learning innovation and accountability· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
afffundvenueunlabeled
Developing A Data Driven Framework To Improve Feedback For Educators
Benjamin Kinsella, Ekaterina Ossetchkina, Tamara Kecman, Nicolas Ivanov, Joseph Sebastian, Sebastian D. Goodfellow
2024· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
0
citations
affunlabeled
Back-to-School Data
Blake Lee‐Whiting, Thomas Bergeron
2022· dataset· en· Harvard Dataverse· Decision Sciences
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affno abstractunlabeled
Research-Practice Partnerships
Stephen MacGregor, Amanda Cooper
2020· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Developing Data Driven Educational Materials
Jo Britt‐Rankin, Tevin Uthlaut, Kimberly Keller, Leslie Speller-Henderson
2025· article· en· Journal of Nutrition Education and Behavior· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About