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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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Chemistry and Chemical Engineering
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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.

659 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.
659 works in the cohort · of 4,299,418page 2 of 14

Labels cover 3 of 659 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 659 of 659 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
The need for hotspot-driven research
Philip G. Jessop, A MacDonald
2023· article· en· Green Chemistry· Environmental Science
distilled prediction:candidate · noneconsensus · none
29
citations
affno abstractunlabeled
An Introduction to Life Cycle Assessment
Andrew P. Dicks, Andrei Hent
2014· book-chapter· en· Springer briefs in molecular science· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
26
citations
affunlabeled
Solvent Systems for Sustainable Chemistry
Francesca M. Kerton
2016· other· en· Encyclopedia of Inorganic and Bioinorganic Chemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
15
citations
affno abstractunlabeled
The E Factor and Process Mass Intensity
Andrew P. Dicks, Andrei Hent
2014· book-chapter· en· Springer briefs in molecular science· Environmental Science
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Reaction Green Metrics
John Andraos
2018· book· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
affno abstractunlabeled
The Greening of Pharmaceutical Engineering
M. R. Islam, Jaan S. Islam, G.M. Zatzman, M.A.H. Mughal, M. Safiur Rahman
2016· book· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
fundno affunlabeled
The Global Conversation on Sustainability
Juliana L. Vidal, João Borges
2023· article· en· Chemistry International· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Rapid growth of environmental research in China
Guibin Jiang, Chunxia Wang, X. Chris Le
2015· article· en· Journal of Environmental Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
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