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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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Microbiology and Molecular Biology Reviews
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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.

52 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
52 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 52 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 52 of 52 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Origins and Evolution of Antibiotic Resistance
Julian Davies, Dorothy Davies
2010· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
5,740
citations
affunlabeled
Recent Advances in Petroleum Microbiology
Jonathan D. Van Hamme, Ajay Singh, Owen P. Ward
2003· review· en· Microbiology and Molecular Biology Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,466
citations
afffundunlabeled
Cell Wall Assembly in <i>Saccharomyces cerevisiae</i>
Guillaume Lesage, Howard Bussey
2006· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
834
citations
affunlabeled
Type V Protein Secretion Pathway: the Autotransporter Story
Ian R. Henderson, Fernando Navarro‐García, Mickaël Desvaux, Rachel C. Fernandez, Dlawer A. A. Ala’Aldeen
2004· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
832
citations
affunlabeled
The Continuing Story of Class IIa Bacteriocins
Djamel Drider, Gunnar Fimland, Yann Héchard, Lynn M. McMullen, Hervé Prévost
2006· review· en· Microbiology and Molecular Biology Reviews· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
736
citations
affunlabeled
“Sleeping Beauty”: Quiescence in<i>Saccharomyces cerevisiae</i>
Joseph V. Gray, Gregory A. Petsko, Gerald C. Johnston, Dagmar Ringe, Richard A. Singer, Margaret Werner‐Washburne
2004· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
580
citations
afffundunlabeled
The TetR Family of Regulators
Leslie Cuthbertson, Justin R. Nodwell
2013· review· en· Microbiology and Molecular Biology Reviews· Medicine
distilled prediction:candidate · noneconsensus · none
579
citations
afffundunlabeled
Type IV Pilin Proteins: Versatile Molecular Modules
Carmen L. Giltner, Ylan Nguyen, Lori L. Burrows
2012· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
488
citations
afffundunlabeled
Methods for Sampling of Airborne Viruses
Daniel Verreault, Sylvain Moineau, Caroline Duchaine
2008· review· en· Microbiology and Molecular Biology Reviews· Medicine
distilled prediction:candidate · noneconsensus · none
472
citations
afffundunlabeled
ppGpp Conjures Bacterial Virulence
Zachary D. Dalebroux, Sarah L. Svensson, Erin C. Gaynor, Michele S. Swanson
2010· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
380
citations
affunlabeled
Type IV Pili in Gram-Positive Bacteria
Stephen B. Melville, Lisa Craig
2013· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
221
citations
fundno affunlabeled
Diversifying Carotenoid Biosynthetic Pathways by Directed Evolution
Daisuke Umeno, Alexander V. Tobias, Frances H. Arnold
2005· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
215
citations
afffundunlabeled
Viral Proteomics
Karen L. Maxwell, Lori Frappier
2007· review· en· Microbiology and Molecular Biology Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
117
citations
affunlabeled
Evolutionary Conservation of Reactions in Translation
M. Clelia Ganoza, Michael Kiel, Hiroyuki Aoki
2002· review· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
67
citations
afffundunlabeled
The Singular Quest for a Universal Tree of Life
Jan Sapp, George E. Fox
2013· article· en· Microbiology and Molecular Biology Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
29
citations

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