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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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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.

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 14 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.

affvenueunlabeled
A simple method to predict flow diversion by louvers
N. Rajaratnam, M. A. Sadeque, Christos Katopodis
2009· article· en· Canadian Journal of Civil Engineering· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
A Simplified Approach to Pollutant Load Modeling
Mark Pribak, Justin Siegrist
2015· article· en· Journal of Water Management Modeling· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Performance of Permeable Pavements Under Low Volume Traffic Loads
Kerwin G Modeste, Lynne Cowe Falls, Peter Y. Park
2015· article· en· Transportation Research Board 94th Annual MeetingTransportation Research Board· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
Development of Low Impact Development Design Guide
Xiangfei Li, Fayi Zhou, Dan Healy, Kerri Robinson
2015· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Surface Infiltration Rate of Permeable Pavements
Eban Z. Bean, William F. Hunt, David Bidelspach
2005· article· en· Journal of Water Management Modeling· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Impervious Cover Variability in Urban Watersheds
Celina Bochis, Robert E. Pitt
2010· article· en· Journal of Water Management Modeling· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
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