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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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Engineering Education and Curriculum Development
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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.

1,202 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.
1,202 works in the cohort · of 4,299,418page 7 of 25

Labels cover 3 of 1,202 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 1,202 of 1,202 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
EXPERIENCES WITH INTER-YEAR CAPSTONE DESIGN TEAMS
Danny Mann, D. S. Petkau, Kristopher Dick, S. Ingram
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affvenueaboutunlabeled
DISCOVERE: AN OUTREACH PROGRAM AT THE SCHOOL OF ENGINEERING
Yang Cao, Seach Chyr Goh, Ahmad Rteil, Debbie Roberts, Kevin Golovin
2019· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affvenueaboutunlabeled
STUDENT PERSPECTIVES ON GRADUATE ATTRIBUTES
Matt Wright, Chris Campbell, Susan Nesbit, Thomas Froese, Steven J. E. Wilton
2013· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
PLC Course Teaching Method Based on OBE Teaching Concept
Lijun Wang, Yantao Liu, Qingpeng Wang, Junhao Wang, Zhenzhong Yang
2020· article· en· Advances in Educational Technology and Psychology· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
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How this was built: Screen · Findings · About