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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 Quality Monitoring Technologies
Retraction
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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.

612 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.
612 works in the cohort · of 4,299,418page 12 of 13

Labels cover 2 of 612 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 612 of 612 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
10.51847/nmfKmkO8kd
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Corrigendum to “A novel blue-green infrastructure for providing potential drinking water source from urban stormwater through a sustainable physical-biological treatment” [Water Research 273 (2025) 123029]
Mehrdad Asadi Azadgoleh, Mohsen Taghavijeloudar, M Mohammadi, Alireza Khaleghzadeh Ahangar, Poone Yaqoubnejad
2025· erratum· en· Water Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)82936-5
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)80591-1
Peter A. Tebeau
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)80844-1
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)95859-5
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Optimizing Aquaculture Experimental Station Operations Using Regulation Tanks
Israel Murillo-Lozano, Rosa Aguilera-Salazar, Andrea Chila-Loor, Sebastián Suárez-Zamora, Bethy Merchán-Sanmartín
2024· article· en· International Journal of Design & Nature and Ecodynamics· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Distributed Intelligent Monitoring System for Water Environment
Yuhao Wang, Junle Zhou, Hongyang Lu, Xiao-lei Wang, Henry Leung
2015· book-chapter· en· Smart sensors, measurement and instrumentation· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affno abstractunlabeled
RELIABILITY ANALYSIS OF QUARTER-CIRCULAR CAISSON BREAKWATER
Luwen Qie, Yifang Qin, Haoyu Ding, X. ZHANG, X. L. JIANG
2011· book-chapter· en· WORLD SCIENTIFIC eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Microbes and the Water Industry: What to Expect by 2050
Bina Nayak, Hunter Adams, Dhritikshama Roy, Vicente Gomez‐Alvarez, Dan Kroll, Emily Garner
2023· article· en· American Water Works Association· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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