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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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Environmental Microbiology
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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.

394 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.
394 works in the cohort · of 4,299,418page 4 of 8

Labels cover 0 of 394 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 394 of 394 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Divergent gene expression among phytoplankton taxa in response to upwelling
Robert H. Lampe, Natalie R. Cohen, Kelsey A. Ellis, Kenneth W. Bruland, María T. Maldonado, Tawnya D. Peterson +7 more
2018· article· en· Environmental Microbiology· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
59
citations
affunlabeled
Widespread distribution of a unique marine protistan lineage
Marie L. Cuvelier, Alejandra Ortiz, Eunsoo Kim, Heike Moehlig, David E. Richardson, John F. Heidelberg +2 more
2008· article· en· Environmental Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
58
citations
affunlabeled
Dispersal alters soil microbial community response to drought
Sarah Evans, Lukas Bell‐Dereske, Kaitlyn Dougherty, Heather A. Kittredge
2019· article· en· Environmental Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
56
citations
affunlabeled
Intraclonal diversity of the <i>Pseudomonas aeruginosa</i> cystic fibrosis airway isolates TBCF10839 and TBCF121838: distinct signatures of transcriptome, proteome, metabolome, adherence and pathogenicity despite an almost identical genome sequence
Jens Klockgether, Norbert Miethke, Peter Kubesch, Yu‐Sing Tammy Bohn, Inka Brockhausen, Nina Cramer +13 more
2012· article· en· Environmental Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
54
citations
fundno affunlabeled
Emergence of soil bacterial ecotypes along a climate gradient
Alexander B. Chase, Zulema Gómez-Lunar, Alberto E. Lopez, Junhui Li, Steven Allison, Adam C. Martiny +1 more
2018· article· en· Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
fundno affunlabeled
Distinct dissolved organic matter sources induce rapid transcriptional responses in coexisting populations of <i> <scp>P</scp> rochlorococcus </i> , <i> <scp>P</scp> elagibacter </i> and the <scp>OM60</scp> clade
Adrian K. Sharma, Jamie W. Becker, Elizabeth A. Ottesen, Jessica A. Bryant, Solange Duhamel, David M. Karl +3 more
2013· article· en· Environmental Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
48
citations
affunlabeled
The ‘oxygen’ in oxygen minimum zones
Donald E. Canfield, Beate Kraft
2022· review· en· Environmental Microbiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
42
citations
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