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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.

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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.

2,128 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.
2,128 works in the cohort · of 4,299,418page 4 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.

venueno affunlabeled
Teachers as Connected Professionals
2019· article· en· The International Review of Research in Open and Distributed Learning· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
afffundunlabeled
Once More With Feeling
2013· article· en· Games and Culture· Psychology
distilled prediction:candidate · noneconsensus · none
58
citations
affno abstractunlabeled
Bootstrapping learner's self-regulated learning.
2010· article· en· Psychological test and assessment modeling· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
55
citations
afffundno abstractunlabeled
Measuring Emotions
2016· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
54
citations
affaboutunlabeled
Universal Design for Learning (UDL)
2019· article· en· Journal of Effective Teaching in Higher Education· Psychology
distilled prediction:candidate · noneconsensus · none
54
citations
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How this was built: Screen · Findings · About