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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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Current Opinion in 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.

127 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.
127 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 127 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 127 of 127 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Health benefits of fermented foods: microbiota and beyond
Maria L. Marco, Dustin Heeney, Sylvie Binda, Christopher J. Cifelli, Benoît Foligné, Michael G. Gänzle +5 more
2016· review· en· Current Opinion in Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
1,553
citations
fundno affno abstractunlabeled
Nanocellulose, a tiny fiber with huge applications
Tíffany Abitbol, Amit Rivkin, Yifeng Cao, Yuval Nevo, Eldho Abraham, Tal Ben‐Shalom +2 more
2016· review· en· Current Opinion in Biotechnology· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
986
citations
afffundunlabeled
The future of NMR-based metabolomics
John L. Markley, Rafael Brüschweiler, Arthur S. Edison, Hamid R. Eghbalnia, Robert Powers, Daniel Raftery +1 more
2016· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
858
citations
afffundno abstractunlabeled
Nanotoxicity: the growing need for in vivo study
H. C. Fischer, Warren C. W. Chan
2007· review· en· Current Opinion in Biotechnology· Materials Science
distilled prediction:candidate · noneconsensus · none
712
citations
affno abstractunlabeled
A roadmap for interpreting 13C metabolite labeling patterns from cells
Joerg M. Buescher, Maciek R. Antoniewicz, László G. Boros, Shawn C. Burgess, Henri Brunengraber, Clary B. Clish +31 more
2015· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
653
citations
affno abstractunlabeled
Expression systems for therapeutic glycoprotein production
Yves Durocher, Michael Butler
2009· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
384
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
Syntrophic biodegradation of hydrocarbon contaminants
Lisa M. Gieg, Jane Fowler, Carolina Berdugo‐Clavijo
2013· review· en· Current Opinion in Biotechnology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
245
citations
affno abstractunlabeled
The stochastic nature of biochemical networks
Vahid Shahrezaei, Peter S. Swain
2008· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
220
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
affno abstractunlabeled
Novel probiotics and prebiotics: road to the market
Himanshu Kumar, Seppo Salminen, Hans Verhagen, Ian Rowland, Jim Heimbach, Silvia Bañares +3 more
2014· review· en· Current Opinion in Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
160
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
Two-hybrid technologies in proteomics research
Bernhard Suter, Saranya Kittanakom, Igor Štagljar
2008· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
139
citations
affno abstractunlabeled
Charting the genetic interaction map of a cell
Michael Costanzo, Anastasia Baryshnikova, Chad L. Myers, Brenda Andrews, Charles Boone
2010· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
118
citations
affno abstractunlabeled
Enzymatic hydroxylation reactions
Herbert L. Holland, Hedda K. Weber
2000· review· en· Current Opinion in Biotechnology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
116
citations
affno abstractunlabeled
The art and design of functional metagenomic screens
Marcus Taupp, Keith Mewis, Steven Hallam
2011· article· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
110
citations
affno abstractunlabeled
The evolution of IncP catabolic plasmids
Jonathan J. Dennis
2005· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
110
citations
afffundno abstractunlabeled
Phages as friends and enemies in food processing
Alessandra Gonçalves de Melo, Sébastien Levesque, Sylvain Moineau
2017· review· en· Current Opinion in Biotechnology· Environmental Science
distilled prediction:candidate · noneconsensus · none
91
citations
afffundno abstractunlabeled
Novel anti-infectives: is host defence the answer?
Pamela Hamill, Kelly L. Brown, Håvard Jenssen, Robert E. W. Hancock
2008· review· en· Current Opinion in Biotechnology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
85
citations
affno abstractunlabeled
Enzymatic asymmetric synthesis by decarboxylases
Owen P. Ward, Ajay Singh
2000· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
85
citations
afffundno abstractunlabeled
Engineered cardiac tissues
R. Iyer, Loraine L. Y. Chiu, Lewis A. Reis, Milica Radisic
2011· review· en· Current Opinion in Biotechnology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
83
citations
affno abstractunlabeled
Size control goes global
Mike Cook, Mike Tyers
2007· review· en· Current Opinion in Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
78
citations

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