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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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Arsenic contamination and mitigation
Retraction
Abstract
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Study design
Label agreement
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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.

1,221 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 10 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.

afffundno abstractunlabeled
Dissolved organic matter controls of arsenic bioavailability to bacteria
Martin P. Pothier, Véronique Lenoble, Cédric Garnier, Benjamin Misson, Charlotte Rentmeister, Alexandre J. Poulain
2020· article· en· The Science of The Total Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
35
citations
aboutno affunlabeled
Arsenic exposure and seafood intake in Korean adults
H-S Bae, I-G Kang, SG Lee, Y-D Kim, S-Y Oh, HJ Kwon +4 more
2016· article· en· Human & Experimental Toxicology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
affunlabeled
Acute toxicity of thioarsenates to <i>Vibrio fischeri</i>
Britta Planer‐Friedrich, Doreen Franke, Broder J. Merkel, Dirk Wallschläger
2008· article· en· Environmental Toxicology and Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
afffundno abstractunlabeled
Arsenic distribution and speciation in Daphnia pulex
Guilhem Caumette, Iris Koch, Maeve M. Moriarty, Kenneth J. Reimer
2012· article· en· The Science of The Total Environment· Environmental Science
distilled prediction:candidate · noneconsensus · none
33
citations
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How this was built: Screen · Findings · About