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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.

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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 52 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
A block at the toll gate
Tak W. Mak, Wen‐Chen Yeh
2002· article· en· Nature· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
A prospective code for value in the serotonin system
Emerson F. Harkin, Cooper D. Grossman, Jeremiah Y. Cohen, Jean-Claude Béı̈que, Richard Naud
2025· article· en· Nature· Neuroscience
machine prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Phages make a group decision
Alan R. Davidson
2017· letter· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Psychoneuroindoctrinology
Rebecca M. Young, Evan Balaban
2006· article· en· Nature· Neuroscience
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractgemma · research_integritygpt · metaresearch+research_integritymodels split
Rise in retractions is a signal of integrity
Daniele Fanelli
2014· letter· en· Nature· Social Sciences
machine prediction:candidate · metaresearch+research_integrityconsensus · none
16
citations
affno abstractunlabeled
Health-care hit or miss?
William Hersh, Julie A. Jacko, Robert Greenes, Joseph Tan, Daniel Janies, Peter J. Embí +1 more
2011· article· en· Nature· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
The genomics of brain cancer
Sarah DeWeerdt
2018· article· en· Nature· Medicine
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Methane emissions from the Nord Stream subsea pipeline leaks
Stephen J. Harris, Stefan Schwietzke, James L. France, Nataly Velandia Salinas, Tania Meixus Fernandez, Cynthia A. Randles +62 more
2025· article· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Light control at will
Sajeev John
2009· article· en· Nature· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Categorize probiotics to speed research
Gregor Reid
2012· letter· en· Nature· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Mixed plastics upcycled dynamically
Mathieu L. Lepage, Jeremy E. Wulff
2023· letter· en· Nature· Materials Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
A social call
Christopher B. Sturdy
2004· letter· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Life, geology and snowball Earth
William T. Hyde, Thomas J. Crowley, Steven K. Baum, W. R. Peltier
2001· article· en· Nature· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Science journalism: The Arab boom
Nadia El-Awady
2009· article· en· Nature· Medicine
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Scanning-tunnelling spectra of cuprates
Jungseek Hwang, T. Timusk, Jules Carbotte
2007· letter· en· Nature· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Boron charged under pressure
John S. Tse
2009· letter· en· Nature· Materials Science
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
The archaeology of Armageddon
Andrew Robinson
2020· article· en· Nature· Arts and Humanities
machine prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Tracing Argonaute binding
Samir Bouasker, Martin J. Simard
2009· letter· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Gene transfer in complex cells
John M. Archibald
2015· letter· en· Nature· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Not as fab as we thought
Soumaya Zlitni, Eric D. Brown
2009· letter· en· Nature· Medicine
machine prediction:candidate · noneconsensus · none
14
citations
afffundno abstractunlabeled
Experimental observation of repulsively bound magnons
Zhe Wang, Catalin-Mihai Halati, Jean-Sébastien Bernier, Alexey Ponomaryov, D. I. Gorbunov, Sandra Niesen +6 more
2024· article· en· Nature· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
14
citations
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