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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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Environmental Toxicology and Chemistry
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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.

1,504 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.
1,504 works in the cohort · of 4,299,418page 2 of 31

Labels cover 5 of 1,504 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 1,504 of 1,504 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Effects of pharmaceutical mixtures in aquatic microcosms
Sean Richards, Christian J. Wilson, D. J. Johnson, Dawn M. Castle, Monica W. Lam, Scott A. Mabury +2 more
2004· article· en· Environmental Toxicology and Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
163
citations
affunlabeled
The sorptive capacity of animal protein
Adrian M.H. deBruyn, Frank A. P. C. Gobas
2007· article· en· Environmental Toxicology and Chemistry· Environmental Science
distilled prediction:candidate · noneconsensus · none
154
citations
affunlabeled
Recent Developments in Species Sensitivity Distribution Modeling
David R. Fox, Rick A. van Dam, Rebecca Fisher, Graeme E. Batley, Angeline R. Tillmanns, Joe Thorley +3 more
2020· review· en· Environmental Toxicology and Chemistry· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
151
citations
affunlabeled
Adverse outcome pathway networks II: Network analytics
Daniel L. Villeneuve, Michelle Angrish, Marie Fortin, Ioanna Katsiadaki, Marc Léonard, Luigi Margiotta‐Casaluci +6 more
2018· article· en· Environmental Toxicology and Chemistry· Computer Science
distilled prediction:candidate · noneconsensus · none
149
citations
affunlabeled
Environmental Sources, Chemistry, Fate, and Transport of Per- and Polyfluoroalkyl Substances: State of the Science, Key Knowledge Gaps, and Recommendations Presented at the August 2019 SETAC Focus Topic Meeting
Jennifer L. Guelfo, Stephen H. Korzeniowski, Marc A. Mills, Janet K. Anderson, Richard H. Anderson, Jennifer Arblaster +8 more
2021· review· en· Environmental Toxicology and Chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
137
citations
affunlabeled
Ecological risk assessment in the context of global climate change
Wayne G. Landis, Judi L. Durda, Marjorie L. Brooks, Peter M. Chapman, Charles A. Menzie, Ralph G. Stahl +1 more
2012· review· en· Environmental Toxicology and Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
128
citations
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