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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.

26 results · 1 filter active ·
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20212025
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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.
26 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 26 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 26 of 26 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
Photocatalytic CO2 reduction
Siyuan Fang, Motiar Rahaman, Jaya Bharti, Erwin Reisner, Marc Robert, Geoffrey A. Ozin +1 more
2023· article· en· Nature Reviews Methods Primers· Energy
machine prediction:candidate · noneconsensus · none
720
citations
affno abstractunlabeled
Biocatalysis
Elizabeth L. Bell, William Finnigan, Scott P. France, Anthony P. Green, Martin A. Hayes, Lorna J. Hepworth +7 more
2021· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
650
citations
affno abstractunlabeled
High-content CRISPR screening
Christoph Bock, Paul Datlinger, Florence M. Chardon, Matthew A. Coelho, Matthew B. Dong, Keith A. Lawson +14 more
2022· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
574
citations
affno abstractunlabeled
Bioorthogonal chemistry
Samuel L. Scinto, Didier A. Bilodeau, Robert Hincapie, Wankyu Lee, Sean S. Nguyen, Minghao Xu +8 more
2021· article· nl· Nature Reviews Methods Primers· Chemistry
machine prediction:candidate · noneconsensus · none
559
citations
afffundno abstractunlabeled
Sustainable polymers
Amar K. Mohanty, Feng Wu, Rosica Mincheva, Minna Hakkarainen, Jean‐Marie Raquez, Deborah F. Mielewski +3 more
2022· article· en· Nature Reviews Methods Primers· Materials Science
machine prediction:candidate · noneconsensus · none
336
citations
affno abstractunlabeled
Contemporary synthetic strategies in organofluorine chemistry
Robert Britton, Véronique Gouverneur, Jin‐Hong Lin, Michael Meanwell, Chuanfa Ni, Gabriele Pupo +2 more
2021· article· en· Nature Reviews Methods Primers· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
309
citations
afffundno abstractunlabeled
High-content CRISPR screening
Christoph Bock, Paul Datlinger, Florence M. Chardon, Matthew A. Coelho, Matthew B. Dong, Keith A. Lawson +14 more
2022· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
253
citations
affno abstractunlabeled
In vitro selection of aptamers and their applications
Maria C. DeRosa, Amy K. Lin, Prabodhika Mallikaratchy, Erin M. McConnell, Maureen McKeague, Rutika Patel +1 more
2023· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
170
citations
affno abstractunlabeled
Nested sampling for physical scientists
G. Ashton, Noam Bernstein, Johannes Büchner, Xi Chen, Gábor Cśanyi, Andrew Fowlie +17 more
2022· article· en· Nature Reviews Methods Primers· Computer Science
machine prediction:candidate · noneconsensus · none
151
citations
afffundno abstractunlabeled
Finite-difference time-domain methods
Fernando L. Teixeira, Costas D. Sarris, Yisong Zhang, Dong-Yeop Na, Jean-Pierre Bérenger, Yuanzhe Su +4 more
2023· article· en· Nature Reviews Methods Primers· Engineering
machine prediction:candidate · noneconsensus · none
142
citations
affno abstractunlabeled
Ocean biogeochemical modelling
Katja Fennel, Jann Paul Mattern, Scott C. Doney, Laurent Bopp, Andrew M. Moore, Bin Wang +1 more
2022· article· en· Nature Reviews Methods Primers· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
134
citations
affno abstractunlabeled
Subcellular proteomics
Josie A. Christopher, Charlotte Stadler, Claire E. Martin, Marcel Morgenstern, Yanbo Pan, Cora N. Betsinger +9 more
2021· article· en· Nature Reviews Methods Primers· Chemistry
machine prediction:candidate · noneconsensus · none
126
citations
affno abstractunlabeled
Muon spin spectroscopy
A. D. Hillier, Stephen J. Blundell, Iain McKenzie, Izumi Umegaki, Lei Shu, Joseph A. Wright +6 more
2022· article· en· Nature Reviews Methods Primers· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
117
citations
affno abstractunlabeled
Electrochemical surface-enhanced Raman spectroscopy
Christa L. Brosseau, Álvaro Colina, Juan V. Perales-Rondón, Andrew J. Wilson, P. B. Joshi, Bin Ren +1 more
2023· article· en· Nature Reviews Methods Primers· Materials Science
machine prediction:candidate · noneconsensus · none
114
citations
affno abstractunlabeled
Shell-isolated nanoparticle-enhanced Raman spectroscopy
Yue‐Jiao Zhang, Huajie Ze, Ping‐Ping Fang, Yifan Huang, Andrzej Kudelski, Julia Fernández‐Vidal +4 more
2023· article· en· Nature Reviews Methods Primers· Materials Science
machine prediction:candidate · noneconsensus · none
105
citations
affno abstractunlabeled
Biocarbon materials
Amar K. Mohanty, Singaravelu Vivekanandhan, Oisik Das, Lina María Romero Millán, Naomi B. Klinghoffer, Ange Nzihou +1 more
2024· article· en· Nature Reviews Methods Primers· Engineering
machine prediction:candidate · noneconsensus · none
92
citations
afffundno abstractunlabeled
Multiphoton intravital microscopy of rodents
Colinda L. G. J. Scheele, David Herrmann, Erika Yamashita, Cristina Lo Celso, Craig N. Jenne, Maja H. Oktay +7 more
2022· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
66
citations
affno abstractunlabeled
A guide to single-particle tracking
François Simon, Lucien E. Weiss, Sven van Teeffelen
2024· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
55
citations
affno abstractunlabeled
Optimal transport for single-cell and spatial omics
Charlotte Bunne, Geoffrey Schiebinger, Andreas Krause, Aviv Regev, Marco Cuturi
2024· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Colloidal quantum dots for optoelectronics
Arjan J. Houtepen, Edward H. Sargent, Ivan Infante, Jonathan S. Owen, Philippe B. Green, Richard D. Schaller +4 more
2025· article· en· Nature Reviews Methods Primers· Materials Science
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Surface plasmon resonance sensing
Maryam Hojjat Jodaylami, Jean‐François Masson, Antonella Badia
2025· article· en· Nature Reviews Methods Primers· Engineering
machine prediction:candidate · noneconsensus · none
41
citations
afffundno abstractunlabeled
In vitro selection of aptamers and their applications
Maria C. DeRosa, Ann Lin, Prabodhika Mallikaratchy, E. M. McConnell, Maureen McKeague, Riddhi Patel +1 more
2023· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
In vivo NMR spectroscopy
Daniel H. Lysak, Katelyn Downey, Lindsay S. Cahill, Wolfgang Bermel, André J. Simpson
2023· article· en· Nature Reviews Methods Primers· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Author Correction: Nested sampling for physical scientists
G. Ashton, Noam Bernstein, Johannes Büchner, Xi Chen, Gábor Cśanyi, Andrew Fowlie +17 more
2022· article· en· Nature Reviews Methods Primers· Engineering
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Light detection and ranging of natural systems
Liam Irwin, Nicholas C. Coops, Katharina Anders, Gottfried Mandlburger, Lukas Winiwarter
2025· article· en· Nature Reviews Methods Primers· Environmental Science
machine prediction:candidate · noneconsensus · none
1
citations

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