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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 4 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.

affunlabeled
The Challenge of Diverse Public Schools
Toby L. Parcel, Joshua A. Hendrix, Andrew Taylor
2016· article· en· Contexts· Decision Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Designing Effective Online Educational Literature Searches
Robert Sandieson, Jack J. Hourcade, Val Sharpe
2011· book-chapter· en· IGI Global eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Reconstructing Knowledge-in-Action
Ruth Kane, Tom Russell
2005· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Norwegian Policy: Empowering School Libraries
Elisabeth Tallaksen Rafste, Tove Pemmer Sætre, Ellen Sundt
2001· article· en· School Libraries Worldwide· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Recognizing What Makes Effective School Districts
Bruce Sheppard, Jean Brown, David Dibbon
2009· book-chapter· en· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueaboutno abstractunlabeled
Are Canadian Schools Ready to Code?
Thierry Karsenti, Julien Bugmann
2017· article· en· Formation et profession· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Index
2022· paratext· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Editorial
Roberto Carneiro, Richard Desjardins, Jean Gordon, Janet Looney
2015· editorial· en· European Journal of Education· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
The School as Factory Farm: All Testing All the Time
Arlo Kempf
2016· book-chapter· en· Palgrave Macmillan US eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Taking the Leap Toward Publication
Candace Schlein, Maryam Wagner
2012· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Decision Sciences
distilled prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
Exploring A Data Driven Framework To Improve Feedback For Educators
Ben G. Kinsella, Sebastian D. Goodfellow, Ekaterina Ossetchkina, Joseph Sebastian
2024· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
1
citations

How this was built: Screen · Findings · About