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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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Journal of Industrial Microbiology & Biotechnology
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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.

143 results · 1 filter active ·
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20002024
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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.
143 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 143 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 143 of 143 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Are antibiotics naturally antibiotics?
Julian Davies
2006· review· en· Journal of Industrial Microbiology & Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
263
citations
affunlabeled
Drug discovery from natural products
Vincent P. Gullo, James B. McAlpine, Kin S. Lam, Dwight Baker, Frank Petersen
2006· review· en· Journal of Industrial Microbiology & Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
224
citations
affunlabeled
Accelerated biodegradation of petroleum hydrocarbon waste
Owen P. Ward, Ajay Singh, Jonathan D. Van Hamme
2003· article· en· Journal of Industrial Microbiology & Biotechnology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
195
citations
affunlabeled
A microplate spectrofluorometric assay for bacterial biofilms
Euan Burton, Nandadeva Yakandawala, Karen LoVetri, M.S. Madhyastha
2006· article· en· Journal of Industrial Microbiology & Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
154
citations
affunlabeled
Activating secondary metabolism with stress and chemicals
Vanessa Yoon, Justin R. Nodwell
2013· review· en· Journal of Industrial Microbiology & Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
121
citations
affunlabeled
Heterologous production of daptomycin in Streptomyces lividans
Julia Penn, Xiang Li, Andrew Whiting, Mohammed Latif, Trevor Gibson, Christopher J. Silva +5 more
2005· article· en· Journal of Industrial Microbiology & Biotechnology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
98
citations
affunlabeled
Lasiodiplodan, an exocellular (1→6)-β-<scp>d</scp>-glucan from <i>Lasiodiplodia theobromae</i> MMPI: production on glucose, fermentation kinetics, rheology and anti-proliferative activity
Mário Antônio Alves da Cunha, Janaína Angela Túrmina, Raphael Coelli Ivanov, Roney R Barroso, Patrícia Teixeira Marques, Eveline Aparecida Isquierdo Fonseca de Queiroz +4 more
2012· article· en· Journal of Industrial Microbiology & Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
61
citations
affunlabeled
Fermentative production of self-toxic fungal secondary metabolites
Maya P. Singh, Margaret Leighton, Laurel R. Barbieri, Deborah M. Roll, Susan E. Urbance, Linda Hoshan +1 more
2009· article· en· Journal of Industrial Microbiology & Biotechnology· Medicine
distilled prediction:candidate · noneconsensus · none
40
citations

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