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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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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.

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 1 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
Geographical isolation in hot spring cyanobacteria
R. Thane Papke, Niels B. Ramsing, Mary M. Bateson, David M. Ward
2003· article· en· Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
519
citations
affunlabeled
The plant endosphere world – bacterial life within plants
Stéphane Compant, Marine C. Cambon, Corinne Vacher, Birgit Mitter, Abdul Samad, Angela Sessitsch
2020· review· en· Environmental Microbiology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
366
citations
afffundunlabeled
Biofilm susceptibility to metal toxicity
Joe J. Harrison, Howard Ceri, Carol A. Stremick, Raymond J. Turner
2004· article· en· Environmental Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
212
citations
affunlabeled
The natural furanone ( <i>5Z</i> )‐4‐bromo‐5‐(bromomethylene)‐3‐butyl‐2( <i>5H</i> )‐furanone disrupts quorum sensing‐regulated gene expression in <i>Vibrio harveyi</i> by decreasing the DNA‐binding activity of the transcriptional regulator protein luxR
Tom Defoirdt, Carol M. Miyamoto, Thomas K. Wood, Edward A. Meighen, Patrick Sorgeloos, Willy Verstraete +1 more
2007· article· en· Environmental Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
188
citations
affunlabeled
Bacteria beneath the West Antarctic Ice Sheet
Brian Lanoil, Mark Skidmore, John C. Priscu, Sukkyun Han, W. Foo, S. W. Vogel +2 more
2008· article· en· Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
172
citations
affunlabeled
First insight into the genome of an uncultivated crenarchaeote from soil
Achim Quaiser, Torsten Ochsenreiter, Hans‐Peter Klenk, Arnulf Kletzin, Alexander H. Treusch, Guido Meurer +3 more
2002· article· en· Environmental Microbiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
170
citations
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How this was built: Screen · Findings · About