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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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Heavy metals in environment
Retraction
Abstract
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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
fundfunder
venuejournal
aboutaboutness

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 5 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.

afffundaboutno abstractunlabeled
Modeling diagenesis of lead in sediments of a Canadian Shield lake
Céline Gallon, André Tessier, Charles Gobeil, Ma. Catalina Alfaro-De la Torre
2004· article· en· Geochimica et Cosmochimica Acta· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
82
citations
afffundno abstractunlabeled
Cadmium in oysters and scallops: the BC experience
George M. Kruzynski
2004· review· en· Toxicology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
79
citations
fundno affno abstractunlabeled
Bioaccessibility of trace elements in soils in Northern Ireland
A. Barsby, Jennifer McKinley, Ulrich Ofterdinger, Mike Young, Mark Cave, Joanna Wragg
2012· article· en· The Science of The Total Environment· Environmental Science
distilled prediction:candidate · stsconsensus · none
77
citations
afffundno abstractunlabeled
Speciation of zinc in contaminated soils
Chadi H. Stephan, François Courchesne, William H. Hendershot, S. P. McGrath, A. M. Chaudri, Valérie Sappin‐Didier +1 more
2008· article· en· Environmental Pollution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
74
citations

How this was built: Screen · Findings · About