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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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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.

3,601 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.
3,601 works in the cohort · of 4,299,418page 57 of 73

Labels cover 11 of 3,601 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 3,601 of 3,601 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Moving skin beyond the biological
Katherine Bourzac
2018· article· en· Nature· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Gene editing: Govern ability expectations
Gregor Wolbring
2015· letter· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Horse power
Vaclav Smil
2000· article· en· Nature· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Does consumption rate scale superlinearly?
Henrique C. Giacomini, Brian J. Shuter, Derrick T. de Kerckhove, Peter A. Abrams
2013· letter· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
All journals need to correct errors
Jonathan D. Linton
2013· letter· en· Nature· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · none
6
citations
affno abstractunlabeled
Neutrons with a twist
Robert W. Boyd
2015· letter· en· Nature· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Insect invasions and natural selection
Amro Zayed
2016· letter· en· Nature· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Smallholders need access to big-data agronomy too
Zia Mehrabi, Daniel Jiménez, Andy Jarvis
2018· article· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Don’t misrepresent link between bats and SARS
Paul A. Racey, Samira Mubareka, Nancy B. Simmons, Merlin D. Tuttle
2018· article· en· Nature· Medicine
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
China’s AI dreams
Owen Churchill
2018· article· en· Nature· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Technologies to watch in 2020
Esther Landhuis
2020· article· en· Nature· Engineering
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Eavesdropping on bats
M. Brock Fenton, John M. Ratcliffe
2004· letter· en· Nature· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Why reproduction often takes two
Aneil F. Agrawal
2009· letter· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Between water and land
Robert L. Carroll
2005· letter· en· Nature· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
The microscope makers
Brian Owens
2017· article· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · stsconsensus · none
6
citations
affno abstractunlabeled
Role of repeats in protein clearance
Dale D. O. Martin, Michael R. Hayden
2017· letter· en· Nature· Neuroscience
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
The long and short of a DNA-damage response
Antonio Conconi, Brendan Bell
2017· letter· en· Nature· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Carbonate formation and fluctuating habitability on Mars
Edwin S. Kite, Benjamin M. Tutolo, Madison L. Turner, H. B. Franz, David G. Burtt, T. F. Bristow +4 more
2025· article· en· Nature· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
A cat's cradle for policy
Fred Gault, Susanne L. Huttner
2008· article· en· Nature· Health Professions
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Drain the swamp to beat glioma
Michael D. Taylor, Vijay Ramaswamy
2017· letter· en· Nature· Medicine
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Directors extend their reach
Matthew O. Kitching, Victor Snieckus
2012· letter· en· Nature· Chemistry
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
The athletes of science
Maria Pavlou, Eleftherios P. Diamandis
2011· article· en· Nature· Decision Sciences
machine prediction:candidate · metaresearch+bibliometricsconsensus · none
5
citations
affno abstractunlabeled
Increased outcrossing in hothead mutants (Reply)
Susan J. Lolle, Robert E. Pruitt, Jennifer L. Victor, Jessica Mercer Young
2006· article· en· Nature· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
An unexpected social servant
Christine Le Roy, Jeffrey L. Wrana
2004· letter· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
5
citations

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