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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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Water Environment Research
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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.

268 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.
268 works in the cohort · of 4,299,418page 4 of 6

Labels cover 3 of 268 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 268 of 268 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · no categorygpt · no categorymodels split
Pulp and Paper Mill Effluent Management
Haitham Elnakar, Ian Buchanan
2018· review· en· Water Environment Research· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Analytical Methods for Pesticides and Herbicides
Chuan Liu, Bing Guo, Jinkai Xue
2018· review· en· Water Environment Research· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
Membrane Processes
Marie‐Laure Pellegrin, Sara Arabi, Jorge Aguinaldo, Mary E. Sadler, Anthony D. Greiner, Lokesh P. Padhye +11 more
2017· review· en· Water Environment Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Physico‐Chemical Processes
Jinkai Xue, Bing Guo, Zhanyang Gong
2018· review· en· Water Environment Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Characterizing the settleability of grit particles
Queralt Plana, Aurélien Pauléat, Alain Gadbois, Paul Lessard, Peter A. Vanrolleghem
2019· article· en· Water Environment Research· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Water Reclamation and Reuse
Chun‐Kai Huang, Ping Zeng, Sen Yang, Yanxi Shao, Yang Liu
2016· review· en· Water Environment Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
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