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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
Evidence
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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 20 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.

affno abstractunlabeled
Design Rules
Robert W. Johnstone, M. Parameswaran
2004· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundvenueunlabeled
PRACTICAL INTEGRATION OF SUSTAINABILITY INTO ENGINEERING
D. Beneteau, Karen Chovan, Sarah Gauthier
2021· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Mange seriøse småskalavirksomheter
Mattilsynet
2010· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
… mute on areas of design …
Richard Coyne
2002· article· en· Architectural Research Quarterly· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundaboutunlabeled
Observed practices of design engineers
Libby Osgood, Clifton R. Johnston
2023· article· en· International Journal of Mechanical Engineering Education· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Chance or Intelligent Design?
Alexander Shnirelman
2025· article· en· The Mathematical Intelligencer· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Exploring the definition of pattern
2025· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Development of a DfX
Geoffrey Frost, Jason Foster, Robert Irish, Patricia Sheridan
2020· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Taking Making into the Schools
Susan Crichton, Deb Carter
2017· book-chapter· en· IGI Global eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
REFLECTIONS ON ENGINEERING DESIGN EDUCATION
Ralph O. Buchal
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
THE ART OF MAKING AND MATERIALITY IN EDUCATION
Immaculate Kizito Namukasa, Kinful Lartebea Aryee, Hiba Barek, Derek Tangredi
2020· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Tell Us About Your Organization!
Pierre Zundel
2004· article· en· International Journal of Forest Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
0
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
0
citations
affunlabeled
Creation Without Creativity
Ella Dawn McGeough, Brendan Flanagan
2025· article· en· Technophany A Journal for Philosophy and Technology· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
DESIGNING DESIGN TEAM EXPERIENCES: CREATING STEAMER
Carolyn MacGregor, Taneem Talukdar, Jasvir Bains, Jason Jo
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
USING DESIGN COMPETITIONS TO TEACH DESIGN
D. S. Petkau
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
ENGINEERING DESIGN: THOUGHTS AND PERSPECTIVES
D. Proulx
2011· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About