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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.

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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 2 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
Time for Design
2010· article· en· Design Management Review· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
37
citations
fundno affunlabeled
Filtering and Informing the Design Space
2021· article· en· ACM Transactions on Computer-Human Interaction· Engineering
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
The Future as a Design Problem
2016· article· en· Design Issues· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
afffundunlabeled
Segmentation of design protocol using EEG
2018· article· en· Artificial intelligence for engineering design analysis and manufacturing· Engineering
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Biologically Inspired Design
2013· article· en· Journal of Mechanical Design· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
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How this was built: Screen · Findings · About