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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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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
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.

550 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.
550 works in the cohort · of 4,299,418page 6 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.

affaboutunlabeled
Austerity and On-the-job Vocational Learning
2013· article· en· International Journal of Adult Vocational Education and Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Genesis of the Zone of Proximal Development
2016· book-chapter· en· Cultural psychology of education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Designing Together From Moment to Movement
2021· article· en· Journal of Applied Instructional Design· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
A Proposed e-Learning Policy Field for the Academy
2007· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
2
citations
aboutno affunlabeled
Introduction for the First Issue
2008· article· en· Vocations and Learning· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
Introduction
2012· book-chapter· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
The Discovery Power of Staying Open
2017· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · none
2
citations
afffundunlabeled
The tree of community knowledge and engagement
2020· article· en· Gateways International Journal of Community Research and Engagement· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
2
citations
affunlabeled
Notes on writing subjects of action research
2002· article· en· Educational Action Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
2
citations

How this was built: Screen · Findings · About