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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
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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
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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 1 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
Call of the wild: antibiotic resistance genes in natural environments
Heather K. Allen, Justin J. Donato, Helena Huimi Wang, Karen A. Cloud-Hansen, Julian Davies, Jo Handelsman
2010· review· en· Nature Reviews Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
2,261
citations
affno abstractunlabeled
Tetracycline antibiotics in the environment: a review
Rimeh Daghrir, Patrick Drogui
2013· review· en· Environmental Chemistry Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,575
citations
afffundunlabeled
Pharmaceutical pollution of the world’s rivers
John L. Wilkinson, Alistair B.A. Boxall, Dana W. Kolpin, Kmy Leung, Racliffe Weng Seng Lai, Cristóbal Galbán‐Malagón +121 more
2022· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,509
citations
affunlabeled
Antimicrobial Use and Resistance in Animals
Scott A. McEwen, Paula J. Fedorka–Cray
2002· article· en· Clinical Infectious Diseases· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
997
citations
affunlabeled
A review of what is an emerging contaminant
Sébastien Sauvé, Mélanie Desrosiers
2014· review· en· Chemistry Central Journal· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
746
citations
afffundno abstractunlabeled
The world of subinhibitory antibiotic concentrations
Julian Davies, George B. Spiegelman, Grace Yim
2006· review· en· Current Opinion in Microbiology· Environmental Science
distilled prediction:candidate · noneconsensus · none
744
citations
affno abstractunlabeled
Aquatic ecotoxicology of fluoxetine
Bryan W. Brooks, Christy M. Foran, Sean Richards, James Weston, Philip K. Turner, Jacob K. Stanley +3 more
2003· review· en· Toxicology Letters· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
439
citations
afffundno abstractunlabeled
The tetracycline resistome
Maulik Thaker, Peter Spanogiannopoulos, Gerard D. Wright
2009· review· en· Cellular and Molecular Life Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
369
citations

How this was built: Screen · Findings · About