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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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Water Quality and Pollution Assessment
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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.

1,194 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.
1,194 works in the cohort · of 4,299,418page 11 of 24

Labels cover 3 of 1,194 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 1,194 of 1,194 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
A Review on Factors to be Incorporated in Water Quality Study
Danial Nakhaie Mohd Soukhri, Siti Multazimah Mohamad Faudzi, Zuriyati Yusof, Mohd Fitri Mohd Akhir, Nurzulaikha Mohd Kamal, Noor Aida Saad
2022· review· en· Jurnal Kejuruteraan· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)86237-6
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
venueno affunlabeled
10.51847/oYxIUNw
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
venueaboutno affunlabeled
Analysis of Trends in Water Quality of Buffalo Pound Lake
T. Hrynkiw, T. Viraraghavan, Gary W. Fuller
2003· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Environmental Risk Assessment of Water Pollution
Abdul Sattar Rashid Salim Al‐Khalidi
2008· other· en· Encyclopedia of Quantitative Risk Analysis and Assessment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Canadian Water Quality Index of Port Harcourt Groundwater
Francis James Ogbozige, Michael Toko
2022· article· en· The Egyptian International Journal of Engineering Sciences and Technology· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Water quality assessment in Morocco’s Inaouen basin
Mohamed Ben Abbou, Badr Layan, Loubna Bougarne, Imane Mehdaoui, Brahim Bougdira, Zineb Majbar +3 more
2025· article· en· Journal of Environmental Engineering and Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)82217-4
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations

How this was built: Screen · Findings · About