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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
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 17 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
The 4S Method
Bernard Garrette, Corey Phelps, Olivier Sibony
2018· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Modeling design conversation
2019· article· es· Greater South Information System· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Cognitive Analysis Based Design for Practitioners
Cynthia Dominguez, Patricia L. McDermott, Catherine M. Burns, Lisa Garrison, Nick Dinadis, Robert G. Eggleston +6 more
2003· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/b978-0-323-76291-5.00009-0
2000· book-chapter· en· Time to knit· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
A PRELIMINARY SURVEY
2008· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Prototyping the Future
2025· book-chapter· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
O
Henry Petroski
2011· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Forget to clean up when you're done.
Milena Radzikowska, Stan Ruecker, Jennifer Roberts-Smith
2019· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
A House of Three Birds*
Sajith Sabanadesan
2021· preprint· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Models and Ideology in Design
Cameron Shelley
2013· book-chapter· en· Studies in applied philosophy, epistemology and rational ethics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
A House of Three Birds*
Sajith Sabanadesan
2021· preprint· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
A ‘Natural’ Approach to Design
Damian Rogers, Filippo A. Salustri
2021· preprint· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About