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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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Urban Stormwater Management Solutions
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,177 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.
1,177 works in the cohort · of 4,299,418page 1 of 24

Labels cover 0 of 1,177 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 1,177 of 1,177 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Assessing the Potential for Rainwater Harvesting
Olanike Aladenola, Omotayo B. Adeboye
2009· article· en· Water Resources Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
246
citations
affno abstractunlabeled
Evaluation of high-performance porous concrete properties
Muhammad Aamer Rafique Bhutta, Ken Tsuruta, Jahangir Mirza
2012· article· en· Construction and Building Materials· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
222
citations
aboutno affno abstractunlabeled
Global optimal real-time control of the Quebec urban drainage system
Martin Pleau, H COLAS, P. Lavallée, Geneviève Pelletier, Richard Bonin
2004· article· en· Environmental Modelling & Software· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
160
citations
aboutno affno abstractunlabeled
Paving Paradise: The Peril of Impervious Surfaces
Lance Frazer
2005· article· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
146
citations
afffundno abstractunlabeled
Sustainable strategies to treat urban runoff needed
Mathieu Lapointe, Chelsea M. Rochman, Nathalie Tufenkji
2022· article· en· Nature Sustainability· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
90
citations
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How this was built: Screen · Findings · About