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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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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 10 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.

affunlabeled
Point and sketch
Tomás Dorta, Annemarie Lesage, Edgar Pérez
2008· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Tools for Sustainable Product Design: Review and Expectation
Qingjin Peng, Arash Hosseinpour, Peihua Gu, Zhun Fan
2013· article· en· Volume 4: 18th Design for Manufacturing and the Life Cycle Conference; 2013 ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications· Engineering
distilled prediction:candidate · noneconsensus · none
3
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
3
citations
affvenueaboutunlabeled
A NEW FIRST YEAR DESIGN COURSE AT THE UNIVERSITY OF WESTERN ONTARIO
Ralph O. Buchal, F. Michael Bartlett, Sean D. Hinchberger, Shahzad Barghi, Amarjeet Bassi, Kenneth McIsaac +3 more
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Pareto Analysis Of Pareto Design
Donald E. Grierson
2006· article· en· Proceedings of the Joint CIB W78, W102, ICCCBE, ICCC, and DMUCE International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada, 14-16 June· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Taking Making Into the Schools
Susan Crichton, Deb Carter
2016· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueaboutunlabeled
Educating Engineering Students in the Arts
Ken Tallman
2013· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Storytelling architecture
Adrian Bica
2021· preprint· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
A Problem Taxonomy for Engineering
Beth‐Anne Schuelke‐Leech
2021· article· en· IEEE Transactions on Technology and Society· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Challenges in design and manufacturing
Lihui Wang, Fengfeng Xi
2006· article· en· International Journal of Computer Integrated Manufacturing· Engineering
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Evolved Design Thinking and the Impact on Education and Practice
Tatjana Leblanc
2008· article· en· DS 46: Proceedings of E&PDE 2008, the 10th International Conference on Engineering and Product Design Education, Barcelona, Spain, 04.-05.09.2008· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · 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
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
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How this was built: Screen · Findings · About