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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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Enzyme-mediated dye degradation
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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

519 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.
519 works in the cohort · of 4,299,418page 1 of 11

Labels cover 4 of 519 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 519 of 519 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractgemma · no categorygpt · no categorymodels split
Treatment of pulp and paper mill wastewater—a review
2004· review· en· The Science of The Total Environment· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
1,107
citations
venueno affunlabeled
Azo dyes: past, present and the future
2011· article· en· Environmental Reviews· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
721
citations
afffundno abstractunlabeled
Dye biosorption sites in Aspergillus niger
2002· article· en· Bioresource Technology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
275
citations
aboutno affunlabeled
Biological Bleaching of Chemical Pulps
2004· review· en· Critical Reviews in Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrityconsensus · none
204
citations
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How this was built: Screen · Findings · About