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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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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
fundfunder
venuejournal
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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.

804 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.
804 works in the cohort · of 4,299,418page 2 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Sustainability = Good Design
Kevin Stelzer
2018· article· en· Les ateliers de l éthique· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
affvenueno abstractunlabeled
The Singular Objects of Architecture
Bob Coulter
2005· article· en· Canadian Journal of Communication· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Solar Buildings and Neighborhoods
Caroline Hachem-Vermette
2020· book· en· Green energy and technology· Engineering
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Complexity as Design Material Position Paper
Florian Windhager, Alfie Abdul‐Rahman, Mark-Jan Bludau, Nicole Hengesbach, Houda Lamqaddam, Isabel Meirelles +2 more
2024· article· en· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
ROBO studio: towards architectronics
AnnaLisa Meyboom, J Wójtowicz, Greg Johnson
2010· article· en· Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
3-Axis CNC Milling in Architectural Design
Robert Aitcheson, Jonathan Friedman, Thomas M. Seebohm
2005· article· en· International Journal of Architectural Computing· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Simulation-Based Architectural Design
Rhys Goldstein, Azam Khan
2017· book-chapter· en· Simulation foundations, methods and applications· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
The magic of machines in the house
Wally Smith, Hannah Lewi
2008· article· en· The Journal of Architecture· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Still and Useless: The Ultimate Automaton
Nicolas Reeves, David St-Onge
2016· book-chapter· en· Cognitive science and technology· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Rigidity through a Projective Lens
Anthony Nixon, Bernd Schulze, Walter Whiteley
2021· article· en· Applied Sciences· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Virtual Studio
J Wójtowicz, Tsukasa Takenaka
2007· article· en· eCAADe proceedings· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
4
citations
venueno affno abstractunlabeled
Indexical Reference to Absent Objects
Donna E. West
2010· book-chapter· en· Semiotics· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Dissipative Architecture
Aaron Sprecher, François Leblanc
2013· article· en· Journal of Architectural Education· Engineering
machine prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About