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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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Heavy metals in environment
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
venuejournal
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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.

2,300 results · 1 filter active ·
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20002025
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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.
2,300 works in the cohort · of 4,299,418page 1 of 46

Labels cover 4 of 2,300 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 2,300 of 2,300 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Tracing Source Pollution in Soils Using Cadmium and Lead Isotopes
Christophe Cloquet, Jean Carignan, G. Libourel, Thibault Sterckeman, Espéranza Perdrix
2006· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
323
citations
affno abstractunlabeled
Phosphate-induced metal immobilization in a contaminated site
Rocky X Cao, Q. Lena, Ming Chen, Satya Pal Singh, Willie G. Harris
2003· article· en· Environmental Pollution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
294
citations
affno abstractunlabeled
Cocoa shells for heavy metal removal from acidic solutions
Nathalie Meunier, J. Laroulandie, Jean-François Blais, R. D. Tyagi
2003· article· en· Bioresource Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
258
citations
affno abstractunlabeled
Phytoremediation of Heavy Metals from Soils
Terry McIntyre
2003· review· en· Advances in biochemical engineering, biotechnology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
245
citations
afffundno abstractunlabeled
Trace metal speciation and bioavailability in urban soils
Ying Ge, Patricia Murray, William H. Hendershot
2000· article· en· Environmental Pollution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
241
citations
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How this was built: Screen · Findings · About