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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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Environmental Chemistry Letters
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Retraction
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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.

59 results · 1 filter active ·
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20032025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
59 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 59 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 59 of 59 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Remediation technologies using cyclodextrins: an overview
David Landy, Isabelle Mallard, Anne Ponchel, Éric Monflier, Sophie Fourmentin
2012· article· en· Environmental Chemistry Letters· Environmental Science
machine prediction:candidate · noneconsensus · none
134
citations
affno abstractunlabeled
Marine macro-litter sources and ecological impact: a review
Van‐Giang Le, Hoang‐Lam Nguyen, Minh‐Ky Nguyen, Chitsan Lin, Nguyen Tri Quang Hung, Akhil Pradiprao Khedulkar +4 more
2024· review· en· Environmental Chemistry Letters· Environmental Science
machine prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Organoiodine formation during humification in peatlands
Frank Keppler, Harald Biester, Anke Putschew, Peter J. Silk, H. F. Sch�ler, German M�ller
2003· article· en· Environmental Chemistry Letters· Environmental Science
machine prediction:candidate · noneconsensus · none
52
citations
afffundno abstractunlabeled
Energy production from farming waste: a review
Tumpa R. Sarker, Sonil Nanda
2025· review· en· Environmental Chemistry Letters· Engineering
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Brominated flame retardants, a cornelian dilemma
Chloé Morel, Henri Schroeder, Claude Emond, Jonathan D. Turner, Éric Lichtfouse, Nathalie Grova
2022· editorial· en· Environmental Chemistry Letters· Environmental Science
machine prediction:candidate · noneconsensus · none
14
citations
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