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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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Pharmaceutical and Antibiotic Environmental Impacts
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.

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.

2,142 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.
2,142 works in the cohort · of 4,299,418page 4 of 43

Labels cover 1 of 2,142 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 2,142 of 2,142 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Occurrence and Removal of Antiviral Drugs in Environment: A Review
Swati Jain, Pardeep Kumar, Raj K. Vyas, Prabhat Pandit, Ajay K. Dalai
2013· review· en· Water Air & Soil Pollution· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
179
citations
afffundunlabeled
Lessons from the Environmental Antibiotic Resistome
Matthew D. Surette, Gerard D. Wright
2017· review· en· Annual Review of Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
169
citations
affunlabeled
Effects of pharmaceutical mixtures in aquatic microcosms
Sean Richards, Christian J. Wilson, D. J. Johnson, Dawn M. Castle, Monica W. Lam, Scott A. Mabury +2 more
2004· article· en· Environmental Toxicology and Chemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
163
citations

How this was built: Screen · Findings · About