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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 Education and 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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venuejournal
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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.

550 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.
550 works in the cohort · of 4,299,418page 1 of 11

Labels cover 1 of 550 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 550 of 550 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Learning about networked learning communities
2010· article· en· School Effectiveness and School Improvement· Social Sciences
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
245
citations
affunlabeled
Re‐thinking the “thing”
2010· article· en· Journal of Workplace Learning· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · none
224
citations
affunlabeled
Reflections on activity theory
2009· article· en· Educational Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
184
citations
venueno affunlabeled
Theory Research and Practice
2007· article· en· School Libraries Worldwide· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
134
citations
affunlabeled
Toward a Theory of <i>Experience</i>
2013· article· en· Science Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
131
citations
affunlabeled
When I say … community of practice
2019· article· en· Medical Education· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
75
citations
affno abstractunlabeled
Learning Communities In Practice
2008· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
affunlabeled
Vygotsky and Culture
2007· book-chapter· cs· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
48
citations
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How this was built: Screen · Findings · About