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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
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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 3 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
Relational Design
2023· article· en· Journal of Awareness-Based Systems Change· Engineering
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Design Flow and Ideation
2008· article· en· International Journal of Architectural Computing· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
afffundunlabeled
Including Functional Models of Biological Phenomena as Design Stimuli
2007· article· en· Volume 3: 19th International Conference on Design Theory and Methodology; 1st International Conference on Micro- and Nanosystems; and 9th International Conference on Advanced Vehicle Tire Technologies, Parts A and B· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affunlabeled
Why Systematic Design Engineering?
2009· article· en· Volume 8: 14th Design for Manufacturing and the Life Cycle Conference; 6th Symposium on International Design and Design Education; 21st International Conference on Design Theory and Methodology, Parts A and B· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
afffundvenueunlabeled
ENCOURAGING EMPATHY IN ENGINEERING DESIGN
2015· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Engineering
distilled prediction:candidate · noneconsensus · none
17
citations
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How this was built: Screen · Findings · About