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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 Metabolic Engineering and Bioproduction
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,085 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.
1,085 works in the cohort · of 4,299,418page 11 of 22

Labels cover 1 of 1,085 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 1,085 of 1,085 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Machine Learning and Hybrid Methods for Metabolic Pathway Modeling
Miroslava Čuperlović‐Culf, Thao Nguyen-Tran, Steffany A. L. Bennett
2022· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Biotransformation of (±)-2-methylcyclohexanone by fungi
Mai Kawamoto, Takamitsu Utsukihara, Chika Abe, Michiko Sato, M Saito, Masahiro Koshimura +2 more
2008· article· en· Biotechnology Letters· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
A systems approach to plant bioprocess optimization
Mathieu Cloutier, Jingkui Chen, Caroline De Dobbeleer
2009· article· en· Plant Biotechnology Journal· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
14
citations
venueno affunlabeled
10.51847/gPSW3v6
Sabinus Oscar Onyebuchi Eze
2000· article· en· Time to knit· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations
afffundno abstractunlabeled
Strategies for production of hydrophobic compounds
Andreea M. Palage, Valerie C. A. Ward
2022· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
13
citations
afffundaboutunlabeled
Isolation and optimisation of the oleaginous yeast <i>Sporobolomyces roseus</i> for biosynthesis of 13C isotopically labelled 18-carbon unsaturated fatty acids and <i>trans</i> 18:1 and 18:2 derivatives through synthesis
Yi Cui, Catharine Fraser, Graeme J. Gardner, Ching-Jang Huang, Michael Reith, Anthony Windust
2011· article· en· Journal of Industrial Microbiology & Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Platform Chemicals
Vinayak Laxman Pachapur, Saurabh Jyoti Sarma, Satinder Kaur Brar, Emna Chaabouni
2016· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Environmental Aspects of Biotechnology
Aranya Venkatesh, I. Daniel Posen, Heather L. MacLean, Pei Lin Chu, W. Michael Griffin, Bradley A. Saville
2019· article· en· Advances in biochemical engineering, biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
12
citations

How this was built: Screen · Findings · About