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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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Experimental Learning in Engineering
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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.

892 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.
892 works in the cohort · of 4,299,418page 11 of 18

Labels cover 1 of 892 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 892 of 892 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundvenueaboutunlabeled
A Teacher's Experience with Virtual Programming Lab
James Andrew Smith
2024· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Beam Analysis Tool (BAT)
Peter Burrage, Leslee Francis Pelton
2009· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
afffundvenueunlabeled
Undergraduate Engineering Computing Virtualization
Spencer Smith, Thomas E. Doyle, Michael Curwin
2010· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
afffundvenueunlabeled
Hardware Skills for Hardware Engineers
Arrchana Pradeepan, Derek Wright
2018· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Hexacopters for everyone
Peiyi Chen, Thomas Reidemeister, Sebastian Fischmeister, Yassir Rizwan, Steven L. Waslander
2013· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Web Service Enabled Online Laboratory
Yuhong Yan, Yong Liang, Abhijeet Roy, Xinge Du
2010· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
afffundvenueunlabeled
AN INTEGRATIVE PROJECT IN MICROPROCESSOR INTERFACES
Allyson Giannikouris, Chris Rennick
2019· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Developing a Reusable Resource for Teaching Task Analysis
Liwana S. Bringelson, Tanya Morose, Carolyn MacGregor, Catherine M. Burns
2002· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About