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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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Biotechnology Advances
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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.

152 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.
152 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 152 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 152 of 152 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Biomass pretreatment: Fundamentals toward application
Valery Agbor, Nazim Çiçek, Richard Sparling, Alex Berlin, David B. Levin
2011· review· en· Biotechnology Advances· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1,961
citations
afffundno abstractunlabeled
3D bioprinting for engineering complex tissues
Christian Mandrycky, Zongjie Wang, Keekyoung Kim, Deok‐Ho Kim
2015· review· en· Biotechnology Advances· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1,726
citations
affno abstractunlabeled
Using soil bacteria to facilitate phytoremediation
Bernard R. Glick
2010· review· en· Biotechnology Advances· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrityconsensus · none
1,130
citations
affno abstractunlabeled
Physiological aspects
Jonathan D. Van Hamme, Ajay Singh, Owen P. Ward
2006· review· en· Biotechnology Advances· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
467
citations
affno abstractunlabeled
Biosensor technology: Technology push versus market pull
John H. T. Luong, Keith B. Male, Jeremy D. Glennon
2008· review· en· Biotechnology Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow
450
citations
afffundno abstractunlabeled
Increasing the flow of carbon into seed oil
Randall J. Weselake, David C. Taylor, Mukhlesur Rahman, Saleh Shah, André Laroche, P. B. E. McVetty +1 more
2009· review· en· Biotechnology Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
287
citations
afffundno abstractunlabeled
Effects of shear stress on microalgae – A review
Chinchin Wang, Christopher Q. Lan
2018· review· en· Biotechnology Advances· Energy
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
247
citations
affno abstractunlabeled
Metabolic pathways of clostridia for producing butanol
Reza Gheshlaghi, Jeno M. Scharer, Murray Moo‐Young, C. Perry Chou
2009· review· en· Biotechnology Advances· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
242
citations
affno abstractunlabeled
Bioactivity of soy-based fermented foods: A review
Zhenhui Cao, Julia M. Green-Johnson, Nicole Buckley, Qiuye Lin
2018· review· en· Biotechnology Advances· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
223
citations
affno abstractunlabeled
Fungal glucoamylases
Dariush Norouzian, Azim Akbarzadeh, Jeno M. Scharer, Murray Moo Young
2005· review· en· Biotechnology Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
170
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
affno abstractunlabeled
Strategies for improving antimicrobial peptide production
Soumya Deo, Kristi L. Turton, Tajinder Kainth, Ayush Kumar, Hans‐Joachim Wieden
2022· review· en· Biotechnology Advances· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
167
citations

How this was built: Screen · Findings · About