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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.

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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 14 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.

afffundunlabeled
Per- and Polyfluoroalkyl Substances in North American School Uniforms
Chunjie Xia, Miriam L. Diamond, Graham F. Peaslee, Hui Peng, Arlene Blum, Zhanyun Wang +6 more
2022· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
117
citations
affunlabeled
Global and Regional Evaluation of Energy for Water
Yaling Liu, Mohamad Hejazi, Page Kyle, Son H. Kim, Evan Davies, Diego G. Miralles +3 more
2016· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · stsconsensus · none
116
citations
affunlabeled
Toxic Effects of Contaminants in Polar Marine Environments
Peter M. Chapman, Martin J. Riddle
2005· review· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
115
citations
affunlabeled
Multi-Population Model of a Microbial Electrolysis Cell
R.P. Pinto, B. Srinivasan, Adrián Escapa, B. Tartakovsky
2011· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
112
citations

How this was built: Screen · Findings · About