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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 Science & Technology
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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.

3,274 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.
3,274 works in the cohort · of 4,299,418page 11 of 66

Labels cover 3 of 3,274 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 3,274 of 3,274 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Characterization of nZVI Mobility in a Field Scale Test
C. M. Kocur, Ahmed Ishtiaque Amin Chowdhury, Nataphan Sakulchaicharoen, Hardiljeet K. Boparai, Kela P. Weber, Prabhakar Sharma +5 more
2014· article· en· Environmental Science & Technology· Engineering
distilled prediction:candidate · noneconsensus · none
135
citations
affunlabeled
Peer Reviewed: Contaminant Amplification in the Environment
Robie W. Macdonald, Don Mackay, Brendan E. Hickie
2002· review· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
134
citations
afffundaboutunlabeled
Changes in Mercury Levels in Great Lakes Fish Between 1970s and 2007
Satyendra P. Bhavsar, Sarah B. Gewurtz, Daryl J. McGoldrick, Michael J. Keir, Sean Backus
2010· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
134
citations
affunlabeled
Expert Assessments of Future Photovoltaic Technologies
Aimee E. Curtright, M. Granger Morgan, David W. Keith
2008· article· en· Environmental Science & Technology· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
132
citations
affunlabeled
A Critical Time for Mercury Science to Inform Global Policy
Celia Y. Chen, Charles T. Driscoll, Collin A. Eagles‐Smith, Chris S. Eckley, David A. Gay, Heileen Hsu‐Kim +7 more
2018· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
132
citations

How this was built: Screen · Findings · About