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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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Arsenic contamination and mitigation
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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.

1,221 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.
1,221 works in the cohort · of 4,299,418page 4 of 25

Labels cover 1 of 1,221 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 1,221 of 1,221 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Complementary arsenic speciation methods: A review
Michelle M. Nearing, Iris Koch, Kenneth J. Reimer
2014· review· en· Spectrochimica Acta Part B Atomic Spectroscopy· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
103
citations
affno abstractunlabeled
Arsenicals affect base excision repair by several mechanisms
Franziska Ebert, André Weiss, Milena Bültemeyer, Ingrit Hamann, A. Hartwig, Tanja Schwerdtle
2011· article· en· Mutation research. Fundamental and molecular mechanisms of mutagenesis· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations
afffundunlabeled
Arsenic, asbestos and radon: emerging players in lung tumorigenesis
Roland Hubaux, Daiana D. Becker‐Santos, Katey S.S. Enfield, Stephen Lam, Wan L. Lam, Victor D. Martínez
2012· review· en· Environmental Health· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
94
citations
afffundno abstractunlabeled
Cellular arsenic transport pathways in mammals
Barbara A. Roggenbeck, Mayukh Banerjee, Elaine M. Leslie
2016· review· en· Journal of Environmental Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
86
citations
afffundno abstractunlabeled
Biomonitoring Equivalents for inorganic arsenic
Sean M. Hays, Lesa L. Aylward, Michelle Gagné, Andy Nong, Kannan Krishnan
2010· review· en· Regulatory Toxicology and Pharmacology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
85
citations
afffundaboutunlabeled
Arsenic Speciation of Terrestrial Invertebrates
Maeve M. Moriarty, Iris Koch, R. A. Gordon, Kenneth J. Reimer
2009· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
82
citations

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