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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.

2,862 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.
2,862 works in the cohort · of 4,299,418page 42 of 58

Labels cover 5 of 2,862 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 2,862 of 2,862 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.

affunlabeled
Vax the world
Madhukar Pai, Ayoade Olatunbosun-Alakija
2021· editorial· en· Science· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
AI drug development’s data problem
E. Richard Gold, Robert Cook‐Deegan
2025· editorial· en· Science· Computer Science
machine prediction:candidate · metaresearchconsensus · none
13
citations
affunlabeled
NextGen VOICES: A postdoc's purpose
Carolyn A. Brotherton, Saima Naz, Syed Shan‐e‐Ali Zaidi, Allison F. Dennis, Anni Hämäläinen, Wadim Striełkowski +9 more
2018· letter· en· Science· Medicine
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Assessing data intrusion threats
Daniel Barth-Jones, Khaled El Emam, Jane R. Bambauer, Ann Cavoukian, Bradley Malin
2015· letter· en· Science· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
The Ethics of Deriving Gametes from ES Cells
Abby Lippman, Stuart A. Newman
2005· letter· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Physical Laws Shape Biology
Kumar Selvarajoo, Masaru Tomita
2013· letter· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Burn Out or Fade Away?
Ivan Topisirović, Nahum Sonenberg
2010· letter· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Prime mover
Sarah Scoles
2022· article· en· Science· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
In defense of fences
Marion Pfeifer, Craig Packer, A. Cole Burton, Stephen T. Garnett, Andrew J. Loveridge, Dan R. MacNulty +1 more
2014· letter· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
The cancer predisposition revolution
David Malkin, Judy E. Garber, Louise C. Strong, Stephen Friend
2016· article· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Tensions of refugee politics in Europe
Randall Hansen, Shalini Randeria
2016· article· en· Science· Social Sciences
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Consent insufficient for data release
Dianne Nicol, Lisa Eckstein, Heidi Beate Bentzen, Pascal Borry, M. M. Burgess, Wylie Burke +16 more
2019· letter· en· Science· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · none
12
citations
aboutno affunlabeled
Trans-Arctic Invasion in Modern Times
Philip C. Reid, Martin Edwards, David G. Johns
2008· letter· en· Science· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Literature Citations in the Internet Era
Yves Gingras, Vincent Larivière, Éric Archambault
2009· letter· en· Science· Decision Sciences
machine prediction:candidate · metaresearch+bibliometricsconsensus · none
12
citations
affunlabeled
Local genetic adaptation to habitat in wild chimpanzees
Harrison J. Ostridge, Claudia Fontsere, Esther Lizano, Daniela C. Soto, Joshua M. Schmidt, Vrishti Saxena +78 more
2025· article· en· Science· Psychology
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Visual objects refine head direction coding
Dominique Siegenthaler, Henry Denny, Sofía Skromne Carrasco, Daniel Levenstein, Adrien Peyrache, Stuart Trenholm +1 more
2025· article· en· Science· Computer Science
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Old Trees: Large and Small
Jacob Cecile, Lucas C. R. Silva, Madhur Anand
2013· letter· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
12
citations
fundno affunlabeled
Tackling Meningitis in Africa
Halla Thorsteinsdóttir, Tirso W. Sáenz
2012· article· en· Science· Medicine
machine prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
The emergence and diversification of dog morphology
Allowen Evin, Carly Ameen, Colline Brassard, Sophie Dennis, Ekaterina Antipina, Vincent Bonhomme +34 more
2025· article· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
(TORC)ing up purine biosynthesis
H. Eric, Russell G. Jones
2016· letter· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Rewiring metabolism under oxygen deprivation
Jay F. Storz, Grant B. McClelland
2017· letter· en· Science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Let’s not abandon Russian scientists
John P. Holdren, Nina V. Fedoroff, Neal F. Lane, Nick P. Talbot, Toby Spribille
2022· letter· en· Science· Social Sciences
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Recognizing thermal plasticity in fish
Anthony P. Farrell, Craig E. Franklin
2016· letter· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Vegetation changes the trajectory of river bends
Michael Hasson, Alvise Finotello, Alessandro Ielpi, M. G. A. Lapôtre
2025· article· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Costs and Benefits of Regulating Mercury
Dirk Zeller, Shawn Booth
2005· letter· en· Science· Environmental Science
machine prediction:candidate · noneconsensus · none
11
citations
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