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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 and Analysis
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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.

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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.

1,053 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.
1,053 works in the cohort · of 4,299,418page 6 of 22

Labels cover 3 of 1,053 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 1,053 of 1,053 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Toxicity Assessment and Remediation of Industrial Wastewater
Detlef Birkholz, John V. Headley, Edwin D. Ongley, S. Goudey
2000· article· en· Canadian Water Resources Journal / Revue canadienne des ressources hydriques· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)92549-y
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affno abstractunlabeled
Editorial Board and Table of Contents
Gintaras Švedas
2018· paratext· en· Environmental Toxicology and Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Taxonomic classification of algae by the use of chlorophyll a fluorescence
Nikodem Szymański, Piotr Dąbrowski, Hazem M. Kalaji, Detlev Lohse, Balaji Panchal, Magdalena Zabochnicka-Świątek
2017· article· en· Scientific Review Engineering and Environmental Sciences (SREES)· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
10.1016/s0967-0653(97)83933-6
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Physico‐Chemical Processes
Pamela Chelme‐Ayala, Atefeh Afzal, Ning Ding, Ahmed M.A. Moustafa, Parastoo Pourrezaei, Alla Alpatová +5 more
2012· article· en· Water Environment Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Rejoinder to Comments on Recent Developments in PLS
Jöerg Evermann, Mikko Rönkkö
2023· article· en· Communications of the Association for Information Systems· Environmental Science
distilled prediction:candidate · noneconsensus · none
3
citations
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