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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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Environmental Toxicology and Ecotoxicology
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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
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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.

2,370 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.
2,370 works in the cohort · of 4,299,418page 1 of 48

Labels cover 8 of 2,370 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 2,370 of 2,370 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
HEAVY METAL–INDUCED OXIDATIVE STRESS IN ALGAE<sup>1</sup>
Ernani Pinto, Teresa Cristina Siqueira Sigaud-Kutner, Maria A. S. Leitão, Oswaldo Keith Okamoto, David Morse, Pio Colepicolo
2003· article· en· Journal of Phycology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,047
citations
affno abstractunlabeled
The biotic ligand model: a historical overview
Paul R. Paquin, Joseph W. Gorsuch, Simon C. Apte, Graeme E. Batley, Karl C. Bowles, Peter G. C. Campbell +15 more
2002· review· en· Comparative Biochemistry and Physiology Part C Toxicology & Pharmacology· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
737
citations
affno abstractunlabeled
Olfactory toxicity in fishes
Keith B. Tierney, David H. Baldwin, Toshiaki HARA, Peter S. Ross, Nathaniel L. Scholz, Christopher J. Kennedy
2009· review· en· Aquatic Toxicology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
319
citations
affunlabeled
Contaminant effects on the teleost fish thyroid
Scott Brown, Bruce A. Adams, Daniel G. Cyr, J. Geoffrey Eales
2004· review· en· Environmental Toxicology and Chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
261
citations
affno abstractunlabeled
Oil dispersant increases PAH uptake by fish exposed to crude oil
Shahunthala D. Ramachandran, Peter V. Hodson, Colin Khan, Ken Lee
2003· article· en· Ecotoxicology and Environmental Safety· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
257
citations
affunlabeled
An ecotoxicological view on neurotoxicity assessment
Jessica Legradi, Carolina Di Paolo, Michiel H.S. Kraak, Harm G. van der Geest, Emma Schymanski, Antony Williams +32 more
2018· review· en· Environmental Sciences Europe· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
254
citations
affunlabeled
A Decision-Making Framework for Sediment Contamination
Peter M. Chapman, Janette Anderson
2005· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
178
citations

How this was built: Screen · Findings · About