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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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Design Education and Practice
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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.

1,078 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.
1,078 works in the cohort · of 4,299,418page 11 of 22

Labels cover 1 of 1,078 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 1,078 of 1,078 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
APPROACHES THAT HELP STUDENTS GENERATE NEW DESIGN SOLUTIONS
Yong Zeng, Shengji Yao, Michel F. Couturier, Frank S. Collins
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
A CONSORTIUM FOR GLOBAL ENGINEERING DESIGN
Richard Devon, Alan de Pennington, Alison McKay
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
That’s a Good Question
AnneMarie Dorland
2022· article· en· Journal of Effective Teaching in Higher Education· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Design Tools: Transforming Ideas into Products
Piper Jackson, Amy Hwang
2020· book-chapter· en· International perspectives on social policy, administration, and practice· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Figurations of the Tool Agnostic
Frédérik Lesage, Alberto Lusoli
2024· book-chapter· en· Creative working lives· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
afffundvenueunlabeled
USING MASTERY LEARNING TO TEACH THE ENGINEERING DESIGN PROCESS
Danny Mann, Kristopher Dick, D. S. Petkau, M. G. Britton, S. Ingram
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Design as traversal and consequences
Christopher G. Jennings, Arthur E. Kirkpatrick
2007· article· en· Proceedings· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
afffundvenueaboutunlabeled
FROM STEM TO STEAM IN ENGINEERING DESIGN
Chantal Rodier, Mohamed Galaleldin, Justine Boudreau, Hanan Anis
2019· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
TEAM MIDTERM IN AN INTRODUCTORY PROCESS DESIGN COURSE
Marnie Jamieson, John M. Shaw
2017· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
A Formal Representation of Technical Systems
Baiquan Yan, Yong Zeng
2009· book-chapter· en· Advanced concurrent engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
aboutno affunlabeled
Storytelling architecture
Adrian Bica
2021· preprint· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About