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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 Building Design and Assessment
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.

868 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.
868 works in the cohort · of 4,299,418page 6 of 18

Labels cover 1 of 868 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 868 of 868 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Fallacious argumentation in design review
Sandeep Kumar, Roy George
2002· article· en· URBAN DESIGN International· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Green leases : becoming a reality
Sharon Christensen, Bill Duncan
2010· article· en· QUT ePrints (Queensland University of Technology)· Engineering
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
International Green Building Adoption Index 2018
Rogier Holtermans, Nils Kok
2018· article· en· Research Publications (Maastricht University)· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affaboutgemma · no categorygpt · no categorymodels split
Quality assessment methods for index of community sustainability
María Odette Lobato Calleros, Karla Fabila‐Rodríguez, Pamela Shaw, Brian Roberts
2018· article· en· Business Process Management Journal· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Smart and sustainable building appraisal
Mir Sayed Shah Danish, Tomonobu Senjyu, Masooma Nazari, Hameedullah Zaheb, Thabit Salim Nassor, Sayed Mir Shah Danish +1 more
2021· article· en· Journal of Sustainable Energy Revolution· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
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How this was built: Screen · Findings · About