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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 Tools and 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
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.

393 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.
393 works in the cohort · of 4,299,418page 1 of 8

Labels cover 5 of 393 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 393 of 393 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Emergent learning and learning ecologies in Web 2.0
2011· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
202
citations
affunlabeled
Interaction for lifelong learning
2004· article· en· British Journal of Educational Technology· Social Sciences
distilled prediction:candidate · noneconsensus · none
104
citations
affvenueaboutunlabeled
Les futurs enseignants confrontés aux TIC
2021· article· fr· Éducation et francophonie· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
32
citations
affunlabeled
Formalizing Balancing Arguments
2016· book-chapter· en· Frontiers in artificial intelligence and applications· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
aboutno affunlabeled
Technologies et formation à distance
2003· article· fr· Sciences et Technologies de l Information et de la Communication pour l Éducation et la Formation· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · scholarly_communication
15
citations
venueno affunlabeled
Footprints of emergence
2012· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Apprendre avec les technologies
2010· book-chapter· fr· Presses Universitaires de France eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
6
citations
affunlabeled
TPACK: exploring a secondary pre-service teachers' context
2013· article· en· University of Southern Queensland ePrints (University of Southern Queensland)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
L'EXPERTISE D'UN ENSEIGNANT ASSOCIÉ
2000· article· fr· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Apprendre avec les technologies
2010· book-chapter· fr· Presses Universitaires de France eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
5
citations
affno abstractunlabeled
Apprendre avec les technologies
2010· book-chapter· fr· Presses Universitaires de France eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
5
citations

How this was built: Screen · Findings · About