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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 7 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.

affunlabeled
A sewer ventilation model applying conservation of momentum
Matthew C. Ward, Graeme Hamer, Adrian McDonald, Jay Witherspoon, Esther Loh, Wayne J. Parker
2011· article· en· Water Science & Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
16
citations
fundno affunlabeled
Control-oriented quality modelling approach of sewer networks
Congcong Sun, Luis Romero-Ben, Bernat Joseph‐Duran, Jordi Meseguer, Ramon Guasch Palma, Montse Martínez +2 more
2021· article· en· Journal of Environmental Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affaboutunlabeled
Evaluation of AnnAGNPS in cold and temperate regions
Sumit Das, R. P. Rudra, Pradeep Goel, Bahram Gharabaghi, N.K. Gupta
2006· article· en· Water Science & Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Treatment of potato farm wastewater with sand filtration
Vera Bosak, Andrew VanderZaag, Anna Crolla, Chris Kinsley, Denise Chabot, S. Shea Miller +1 more
2016· article· en· Environmental Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
Mechanical properties of polymer-modified porous concrete
Nur Farhayu Ariffin, Mohd Faizal Md Jaafar, Nor Hasanah Abdul Shukor Lim, Muhammad Aamer Rafique Bhutta, Mohd Warid Hussin
2018· article· en· IOP Conference Series Materials Science and Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
13
citations

How this was built: Screen · Findings · About