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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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Water Quality Research Journal
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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.

552 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.
552 works in the cohort · of 4,299,418page 10 of 12

Labels cover 10 of 552 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 552 of 552 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Editorial: Marine and freshwater quality management
Bing Chen, Yinchen Ma, Baiyu Zhang
2016· editorial· en· Water Quality Research Journal· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
2
citations
affaboutunlabeled
Compound thermal indices for two species of salmonids
Habiba Ferchichi, André St‐Hilaire, Jean-Nicolas Bujold, Alexandra Kassatly, Julie Vajou
2025· article· en· Water Quality Research Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundunlabeled
Fate of triclosan in tertiary wastewater treatment: chlorination
Jennifer Pape, Million B. Woudneh, Richard Grace, A. Ronald MacGillivray, Thomas J. Fikslin, John R. Cosgrove
2013· article· en· Water Quality Research Journal· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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How this was built: Screen · Findings · About