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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
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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 1 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.

fundno affunlabeled
Syntrophic exchange in synthetic microbial communities
Michael T. Mee, James J. Collins, George M. Church, Harris H. Wang
2014· article· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
668
citations
fundno affunlabeled
eQuilibrator--the biochemical thermodynamics calculator
Avi I. Flamholz, Εlad Noor, Arren Bar‐Even, Ron Milo
2011· article· en· Nucleic Acids Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
608
citations
afffundno abstractunlabeled
MEMOTE for standardized genome-scale metabolic model testing
Christian Lieven, Moritz E. Beber, Brett G. Olivier, Frank Bergmann, Meriç Ataman, Parizad Babaei +63 more
2020· letter· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
549
citations
afffundno abstractunlabeled
Strategies for improving biological hydrogen production
Patrick C. Hallenbeck, Mona Abo-Hashesh, Dipankar Ghosh
2012· review· en· Bioresource Technology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
335
citations
affno abstractunlabeled
Bacterial growth laws and their applications
Matthew P. Scott, Terence Hwa
2011· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
322
citations
affno abstractunlabeled
Practical Advice on the One-Step Growth Curve
Andrew M. Kropinski
2017· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
245
citations
fundno affno abstractunlabeled
Metabolic engineering in the host Yarrowia lipolytica
Ahmad Mohammad Abdel‐Mawgoud, Kelly A. Markham, Claire M. Palmer, Nian Liu, Gregory Stephanopoulos, Hal S. Alper
2018· review· en· Metabolic Engineering· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
235
citations
afffundno abstractunlabeled
Engineering metabolism through dynamic control
Naveen Venayak, Nikolaos Anesiadis, W.R. Cluett, Radhakrishnan Mahadevan
2015· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
216
citations
fundno affunlabeled
Modeling cancer metabolism on a genome scale
Keren Yizhak, Barbara Chaneton, Eyal Gottlieb, Eytan Ruppin
2015· review· en· Molecular Systems Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
193
citations
affunlabeled
Biotechnology of Rhodococcus for the production of valuable compounds
Martina Cappelletti, Alessandro Presentato, Elena Piacenza, Andrea Firrincieli, Raymond J. Turner, Davide Zannoni
2020· review· en· Applied Microbiology and Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
176
citations
fundno affunlabeled
Synthetic biology tools for engineering Yarrowia lipolytica
Macarena Larroudé, Tristan Rossignol, Jean‐Marc Nicaud, Rodrigo Ledesma‐Amaro
2018· review· en· Biotechnology Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
167
citations
afffundno abstractunlabeled
Ethanol production by engineered thermophiles
Daniel G. Olson, Richard Sparling, Lee R. Lynd
2015· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
156
citations
afffundno abstractunlabeled
Synthetic biosystems for the production of high-value plant metabolites
Peter J. Facchini, Jöerg Bohlmann, Patrick S. Covello, Vincenzo De Luca, Radhakrishnan Mahadevan, Jonathan E. Page +4 more
2011· article· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
144
citations

How this was built: Screen · Findings · About