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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
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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 6 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.

affaboutunlabeled
Refocusing on Nonpriority Toxic Metals in the Aquatic Environment in China
Zhiyou Fu, Wenjing Guo, Zhi Dang, Qing Hu, Fengchang Wu, Chenglian Feng +4 more
2017· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
79
citations
affno abstractunlabeled
Toxicity assessment of contaminated soils from an antitank firing range
Pierre Yves Robidoux, Ping Gong, Manon Sarrazin, Ghalib Bardai, Louise Paquet, Jalal Hawari +2 more
2004· article· en· Ecotoxicology and Environmental Safety· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
76
citations
affno abstractunlabeled
How we can make ecotoxicology more valuable to environmental protection
Mark L. Hanson, Brian A. Wolff, J. W. Green, Michelle Kivi, Grace H. Panter, Michael St. J. Warne +2 more
2016· article· en· The Science of The Total Environment· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
76
citations
affno abstractunlabeled
Cell and Tissue Culture
Rosemarie Ganassin, Kristin Schirmer, Niels C. Bols
2000· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
75
citations
affunlabeled
Bioaccumulation Assessment Using Predictive Approaches
John W. Nichols, Mark Bonnell, S. Dimitrov, Beate I. Escher, Xing Han, Nynke I. Kramer
2009· article· en· Integrated Environmental Assessment and Management· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
74
citations

How this was built: Screen · Findings · About