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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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Sustainable Design and Development
Retraction
Abstract
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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.

112 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.
112 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 112 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 112 of 112 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
Questioning the theory and practice of biomimicry
A. Marshall, Silvia Lozeva
2009· article· en· International Journal of Design & Nature and Ecodynamics· Engineering
machine prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Textile-Architecture Structured on Bamboo Culms
José Luiz Mendes Ripper, Daniel Malaguti Campos, João Victor Correia de Melo
2012· article· en· Key engineering materials· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Green and Healthy Materials
Avi Friedman
2023· book-chapter· en· ˜The œurban book series· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Fireflies: Expressive InfoVis Inspired by Biomimicry
Bon Adriel Aseniero, Charles Périn, Marjan Eggermont, Sheelagh Carpendale
2016· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Greening Libraries
Jane; id_orcid 0000-0002-5320-8468 Garner
2023· article· en· Charles Sturt University Research Output (CRO)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
How green is your building?
C. D. Arsenault, G. R. Newsham, A. Thompson
2010· article· en· NPARC· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
9781000409741.pdf
2023· other· en· OAPEN (The OAPEN Foundation)· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Skyfarming
2011· dissertation· en· Library and Archives Canada (Government of Canada)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
At køre røvkane -- hvad er nu det?
Flemming Kaul, Finn Ole S. Nielsen, Lars Christian Kofoed Rømer, Gerhard Milstreu
2025· article· da· Ministry of Culture Research Portal· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About