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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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Architecture and Computational Design
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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.

804 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
804 works in the cohort · of 4,299,418page 1 of 17

Labels cover 0 of 804 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 804 of 804 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Curved folding
2008· article· en· ACM Transactions on Graphics· Engineering
distilled prediction:candidate · noneconsensus · none
196
citations
affaboutunlabeled
Biomimicry in Architecture
2022· dissertation· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
181
citations
affno abstractunlabeled
Roofing Materials
2002· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
74
citations
aboutno affunlabeled
Emergence : morphogenetic design strategies
2004· book· en· CERN Document Server (European Organization for Nuclear Research)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
70
citations
affunlabeled
Polyhedral patterns
2015· article· en· ACM Transactions on Graphics· Engineering
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Criticality and Its Discontents
2007· article· en· Time + Architecture· Engineering
distilled prediction:candidate · noneconsensus · none
38
citations
affno abstractunlabeled
Terraforming
2009· book· en· Astronomers' universe· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
35
citations
aboutno affunlabeled
A conversation with Frei Otto
2010· book· en· Princeton Architectural Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affunlabeled
In-Between Architecture Computation
2009· article· en· International Journal of Architectural Computing· Engineering
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Towards Integrative Design
2009· article· en· International Journal of Architectural Computing· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Why We Need Architecture of Tolerance
2014· article· en· Architectural Design· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
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How this was built: Screen · Findings · About