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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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Microbial Natural Products and Biosynthesis
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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.

2,288 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.
2,288 works in the cohort · of 4,299,418page 2 of 46

Labels cover 2 of 2,288 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 2,288 of 2,288 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Towards a new science of secondary metabolism
Arryn Craney, Salman Ahmed, Justin R. Nodwell
2013· review· en· The Journal of Antibiotics· Medicine
distilled prediction:candidate · noneconsensus · none
161
citations
affno abstractunlabeled
Marine actinobacteria: An important source of bioactive natural products
Panchanathan Manivasagan, Kyong‐Hwa Kang, Kannan Sivakumar, Eunice C.Y. Li‐Chan, Hyun‐Myung Oh, Se‐Kwon Kim
2014· review· en· Environmental Toxicology and Pharmacology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
153
citations
affno abstractunlabeled
Sophisticated natural products as antibiotics
Kim Lewis, Richard Lee, Heike Brötz‐Oesterhelt, Sebastian Hiller, Marina V. Rodnina, Tanja Schneider +2 more
2024· review· en· Nature· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
123
citations
affno abstractunlabeled
Bugs, drugs and chemical genomics
Terry Roemer, Julian Davies, Guri Giaever, Corey Nislow
2011· review· en· Nature Chemical Biology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
123
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
Homodimericin A: A Complex Hexacyclic Fungal Metabolite
Emily Mevers, Josep Saurí, Yizhou Liu, Arvin Moser, Timothy R. Ramadhar, Maria Varlan +3 more
2016· article· en· Journal of the American Chemical Society· Medicine
distilled prediction:candidate · noneconsensus · none
110
citations
affno abstractunlabeled
Genomic Analyses Lead to Novel Secondary Metabolites
Arjun H. Banskota, James B. McAlpine, Dan Sørensen, Ashraf Ibrahim, Mustapha Aouidate, Mahmood Piraee +3 more
2006· article· en· The Journal of Antibiotics· Medicine
distilled prediction:candidate · noneconsensus · none
108
citations

How this was built: Screen · Findings · About