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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
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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
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 13 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
How to turn industrial biotechnology into reality
Manfred Kircher
2011· article· en· New Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
8
citations
fundno affunlabeled
Yeast Systems Biology
Juan I. Castrillo, Stephen G. Oliver
2011· book· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
8
citations
affunlabeled
Metabolic Flux Estimation in Mammalian Cell Cultures
Chetan T. Goudar, Richard Biener, James M. Piret, Konstantin B. Konstantinov
2013· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Microfluidic tools for lipid production and modification: a review
Jin‐Zheng Wang, Linlin Zhu, Fan Zhang, Richard Ansah Herman, Wenjing Li, Xuejiao Zhou +2 more
2019· review· en· Environmental Science and Pollution Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
7
citations

How this was built: Screen · Findings · About