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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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Trends 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.

affaffiliation
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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.

133 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.
133 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 133 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 133 of 133 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Cold-adapted enzymes: from fundamentals to biotechnology
C. Gerday, Mohamed Aittaleb, Mostafa Bentahir, Jean‐Pierre Chessa, Paule Claverie, Tony Collins +8 more
2000· review· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
666
citations
affno abstractunlabeled
History, challenges and perspectives of cell microencapsulation
Gorka Orive, Rosa Marı́a Hernández, Alicia Rodríguez‐Gascón, Riccardo Calafiore, Thomas Ming Swi Chang, Paul de Vos +4 more
2003· review· en· Trends in biotechnology· Medicine
distilled prediction:candidate · noneconsensus · none
344
citations
afffundno abstractunlabeled
Micro-CT in small animal and specimen imaging
David W. Holdsworth, Michael Thornton
2002· article· en· Trends in biotechnology· Medicine
distilled prediction:candidate · noneconsensus · none
333
citations
afffundunlabeled
Deep Learning with Microfluidics for Biotechnology
Jason Riordon, Dušan Sovilj, Scott Sanner, David Sinton, Edmond W. K. Young
2018· review· en· Trends in biotechnology· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
218
citations
affno abstractunlabeled
Finding Knowledge Gaps in Aerobic Granulation Technology
Saurabh Jyoti Sarma, Joo Hwa Tay, Angus Chu
2016· review· en· Trends in biotechnology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
213
citations
affno abstractunlabeled
Functional CT: physiological models
Ting‐Yim Lee
2002· article· en· Trends in biotechnology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
167
citations
affno abstractunlabeled
New Twists in Detecting mRNA Modification Dynamics
Ina Anreiter, Quoseena Mir, Jared T. Simpson, Sarath Chandra Janga, Matthias Soller
2020· review· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
158
citations
afffundno abstractunlabeled
Potential of silica bodies (phytoliths) for nanotechnology
Suresh Neethirajan, Richard Gordon, Lijun Wang
2009· review· en· Trends in biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrityconsensus · none
157
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
affno abstractunlabeled
Prospective Therapeutic Applications of Platelet Extracellular Vesicles
Jancy Johnson, Yu‐Wen Wu, Chantelle Blyth, Gregor F. Lichtfuss, Hadi Goubran, Thierry Burnouf
2020· review· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
142
citations
affno abstractunlabeled
Computer-aided biotechnology: from immuno-informatics to reverse vaccinology
Sandro Vivona, Jennifer L. Gardy, Srinivasan Ramachandran, Fiona S. L. Brinkman, Gajendra P. S. Raghava, Darren R. Flower +1 more
2008· review· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
123
citations
affno abstractunlabeled
Cells for tissue engineering
Carole A. Heath
2000· article· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
119
citations
fundno affno abstractunlabeled
Prospects for systems biology and modeling of the gut microbiome
Fredrik Karlsson, Intawat Nookaew, Dina Petranović, Jens Nielsen
2011· review· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
80
citations
affno abstractunlabeled
Gone gene fishing: how to catch novel marine antimicrobials
Aleksander Patrzykat, Susan E. Douglas
2003· review· en· Trends in biotechnology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
78
citations
affno abstractunlabeled
Genome Editing for Global Food Security
Xingliang Ma, Martin Mau, Timothy F. Sharbel
2017· article· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
76
citations
affno abstractunlabeled
Blood substitutes based on nanobiotechnology
Thomas Ming Swi Chang
2006· review· en· Trends in biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
71
citations
affno abstractunlabeled
Biotechnology and the Mine of Tomorrow
W. Scott Dunbar
2016· review· en· Trends in biotechnology· Engineering
distilled prediction:candidate · research_integrityconsensus · none
66
citations

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