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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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Applied and Environmental Microbiology
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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.

affaffiliation
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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.

1,368 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.
1,368 works in the cohort · of 4,299,418page 6 of 28

Labels cover 1 of 1,368 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 1,368 of 1,368 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Atmospheric Hydrogen Scavenging: from Enzymes to Ecosystems
Chris Greening, Philippe Constant, Kiel Hards, Sergio E. Morales, John G. Oakeshott, Robyn J. Russell +4 more
2014· review· en· Applied and Environmental Microbiology· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
112
citations
fundaboutno affunlabeled
Chemolithotrophic Primary Production in a Subglacial Ecosystem
Eric S. Boyd, Trinity L. Hamilton, J. R. Havig, Mark Skidmore, Everett L. Shock
2014· article· en· Applied and Environmental Microbiology· Environmental Science
distilled prediction:candidate · noneconsensus · none
111
citations
affunlabeled
Waterborne Pathogen Detection by Use of Oligonucleotide-Based Microarrays
Christine Maynard, Frédéric Berthiaume, Karine Lemarchand, Josée Harel, Pierre Payment, Paul Bayardelle +2 more
2005· article· en· Applied and Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
110
citations
afffundunlabeled
Vanillin Catabolism in Rhodococcus jostii RHA1
Hao‐Ping Chen, Mindy Chow, Chi‐Chun Liu, Alice Lau, Jie Liu, Lindsay D. Eltis
2011· article· en· Applied and Environmental Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
110
citations
afffundunlabeled
Biotransformation of Hg(II) by Cyanobacteria
Daniel D. Lefebvre, David Kelly, Kenneth Budd
2006· article· en· Applied and Environmental Microbiology· Environmental Science
distilled prediction:candidate · noneconsensus · none
105
citations
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