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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.

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
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.

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 2 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
Ecohydraulic-driven real-time control of stormwater basins
Dirk Muschalla, Bertrand Vallet, François Anctil, Paul Lessard, Geneviève Pelletier, Peter A. Vanrolleghem
2014· article· en· Journal of Hydrology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
75
citations
afffundno abstractunlabeled
Stormwater Capture Efficiency of Bioretention Systems
Shouhong Zhang, Yiping Guo
2013· article· en· Water Resources Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
68
citations
aboutno affunlabeled
International experiences in stormwater fee
Fabiane Andressa Tasca, Lilia Assunção, Alexandra Rodrigues Finotti
2018· article· en· Water Science & Technology· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
65
citations
afffundaboutunlabeled
Pervious Concrete Pavement
Vimy Henderson, Susan Tighe, Jodi Norris
2009· article· en· Transportation Research Record Journal of the Transportation Research Board· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations
affvenueunlabeled
Bioretention processes for phosphorus pollution control
Audrey Roy-Poirier, Pascale Champagne, Yves Filion
2010· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
56
citations
affno abstractunlabeled
Concepts and evolution of urban hydrology
Tim D. Fletcher, Matthew J. Burns, Kathryn Russell, Perrine Hamel, Sophie Duchesne, Frédéric Cherqui +1 more
2024· review· en· Nature Reviews Earth & Environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
55
citations
affvenueunlabeled
Modelling real-time control options on virtual sewer systems
Péter Borsányi, Lorenzo Benedetti, Geert Dirckx, Webbey De Keyser, Dirk Muschalla, Anne-Marie Solvi +3 more
2008· article· en· Journal of Environmental Engineering and Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
52
citations

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