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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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Nature 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.

482 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.
482 works in the cohort · of 4,299,418page 2 of 10

Labels cover 2 of 482 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 482 of 482 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
affno abstractunlabeled
Science communication reconsidered
Tania Bubela, Matthew C. Nisbet, Rick Borchelt, Fern Brunger, Cristine Critchley, Edna Einsiedel +17 more
2009· article· en· Nature Biotechnology· Social Sciences
distilled prediction:candidate · noneconsensus · none
474
citations
affno abstractunlabeled
Characterization and culture of human embryonic stem cells
Lisa Hoffman, Melissa K. Carpenter
2005· review· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
458
citations
fundno affno abstractunlabeled
Potential for the environmental impact of transgenic crops
Phillip J. Dale, Belinda Clarke
2002· review· en· Nature Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
428
citations
afffundno abstractunlabeled
Use of genome-wide association studies for drug repositioning
Philippe Sanséau, Pankaj Agarwal, Michael R. Barnes, Tomi Pastinen, J. Brent Richards, Lon R. Cardon +1 more
2012· letter· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
415
citations
affno abstractunlabeled
Pigs expressing salivary phytase produce low-phosphorus manure
Serguei P. Golovan, Roy G. Meidinger, A. Ajakaiye, Michael Cottrill, Miles Z. Wiederkehr, David J. Barney +8 more
2001· article· en· Nature Biotechnology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
390
citations
afffundno abstractunlabeled
C2H2 zinc finger proteins greatly expand the human regulatory lexicon
Hamed S. Najafabadi, Sanié Mnaimneh, Frank W. Schmitges, Michael Garton, Kathy N. Lam, Ally Yang +7 more
2015· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
376
citations
afffundno abstractunlabeled
Cold-shock induced high-yield protein production in Escherichia coli
Guoliang Qing, Li-Chung Ma, Ahmad Khorchid, G.V.T. Swapna, Tapas K. Mal, Masanori Mitta Takayama +7 more
2004· article· en· Nature Biotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
347
citations
affno abstractunlabeled
Ultra-fast proteomics with Scanning SWATH
Christoph B. Messner, Vadim Demichev, Nic Bloomfield, Jason Yu, Matthew White, Marco Kreidl +13 more
2021· article· en· Nature Biotechnology· Chemistry
distilled prediction:candidate · research_integrityconsensus · none
327
citations

How this was built: Screen · Findings · About