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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 9 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.

aboutno affunlabeled
GWMR Focus Issue on Vapor Intrusion
Todd McAlary, Paul C. Johnson
2009· article· en· Groundwater Monitoring & Remediation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
venueno affunlabeled
Alleviating health risks associated with rainwater harvesting
Sarah Ward, David Butler, Bébhinn Daly, Ann Marie Deegan, Ana Carolina Maganha de Almeida, I.A.C. Lennox
2017· article· en· Journal of Environmental Engineering and Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Asset Management of Urban Drainage Systems
Frédéric Cherqui, F.H.L.R. Clemens, Franz Tscheikner-Gratl, Bert van Duin
2024· book· en· IWA Publishing eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
9
citations
venueno affunlabeled
Applying Stormwater Management Concepts in Tropical Countries
Gilles Rivard, Louis Andre Rinfret, Stephen D. Davidson, Pierre Louis Morin, Marco Vinicio Corrales, Svetlana Kompaniets
2006· article· en· Journal of Water Management Modeling· Environmental Science
distilled prediction:candidate · noneconsensus · none
9
citations
venueno affunlabeled
Modeling Rain Garden LID Impacts on Sewer Overflows
Uzair M. Shamsi
2012· article· en· Journal of Water Management Modeling· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
aboutno affunlabeled
Incorporating Recycled Concrete Aggregate in Pervious Concrete Pavements
R Rizvi, Sl Tighe, Jodi Norris, Henderson
2009· article· en· 2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE· Environmental Science
distilled prediction:candidate · noneconsensus · none
8
citations
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