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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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Innovative Teaching and Learning Methods
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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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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.

2,128 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,128 works in the cohort · of 4,299,418page 1 of 43

Labels cover 7 of 2,128 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 2,128 of 2,128 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Design-Based Research
2012· article· en· Educational Researcher· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2,040
citations
affno abstractunlabeled
Measuring Self-Regulated Learning
2000· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1,307
citations
affunlabeled
Knowledge Building
2005· book-chapter· en· Cambridge University Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
1,154
citations
affno abstractunlabeled
Affective Learning — A Manifesto
2004· article· en· BT Technology Journal· Psychology
distilled prediction:candidate · research_integrityconsensus · none
506
citations
affunlabeled
The Psychology of Academic Achievement
2009· review· en· Annual Review of Psychology· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
282
citations
affvenueunlabeled
A Brief History of Knowledge Building
2010· article· en· Canadian Journal of Learning and Technology· Psychology
distilled prediction:candidate · research_integrityconsensus · none
212
citations
affunlabeled
Making thinking visible
2007· article· en· Computer-supported collaborative learning/˜The œComputer-Supported Collaborative Learning Conference· Psychology
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
201
citations
affgemma · stsgpt · stsmodels agree
Scientific literacy as collective praxis
2002· article· en· Public Understanding of Science· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
197
citations
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