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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 46 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
Managing fisheries in a changing climate
Boris Worm, Ransom A. Myers
2004· letter· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
A light touch
Aephraim M. Steinberg
2010· article· en· Nature· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
A polydactylous amniote from the Triassic period
Xiaochun Wu, Zhan Li, Baochun Zhou, Zhi-Ming Dong
2003· article· en· Nature· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Global amphibian population declines
Jeff E. Houlahan, C. Scott Findlay, Andrea H. Meyer, Sergius L. Kuzmin, Benedikt R. Schmidt
2001· article· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Himalayan glaciers in the balance
J. Graham Cogley
2012· letter· en· Nature· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Inferring echolocation in ancient bats
Nancy B. Simmons, Kevin L. Seymour, Jörg Habersetzer, Gregg F. Gunnell
2010· letter· en· Nature· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
46
citations
affno abstractunlabeled
Memory and the single molecule
Paul W. Frankland, Sheena A. Josselyn
2013· letter· en· Nature· Neuroscience
machine prediction:candidate · noneconsensus · none
45
citations
affno abstractunlabeled
Gravitational instability in a planet-forming disk
Jessica Speedie, Ruobing Dong, Cassandra Hall, Cristiano Longarini, Benedetta Veronesi, Teresa Paneque-Carreño +4 more
2024· article· en· Nature· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
45
citations
affno abstractunlabeled
Science's neglected legacy
Stephen M. Maurer, R. B. Firestone, Charles R. Scriver
2000· article· en· Nature· Business, Management and Accounting
machine prediction:candidate · stsconsensus · none
44
citations
affno abstractunlabeled
π-HuB: the proteomic navigator of the human body
Fuchu He, Ruedi Aebersold, Mark S. Baker, Xiu‐Wu Bian, Xiaochen Bo, Daniel W. Chan +151 more
2024· review· en· Nature· Chemistry
machine prediction:candidate · noneconsensus · none
44
citations
affno abstractunlabeled
How to heal an ocean
Boris Worm
2017· letter· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
43
citations
affno abstractunlabeled
The forgotten part of memory
Lauren Gravitz
2019· article· en· Nature· Neuroscience
machine prediction:candidate · noneconsensus · none
43
citations
affno abstractunlabeled
The Somatic Mosaicism across Human Tissues Network
Tim Coorens, Ji Won Oh, Yujin Angelina Choi, Nam Seop Lim, Boxun Zhao, Adam Voshall +53 more
2025· review· en· Nature· Neuroscience
machine prediction:candidate · noneconsensus · none
42
citations
afffundunlabeled
An orexigenic subnetwork within the human hippocampus
Daniel A. N. Barbosa, Sandra Gattas, Juliana S. Salgado, Fiene Marie Kuijper, Allan Wang, Yuhao Huang +11 more
2023· article· en· Nature· Neuroscience
machine prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
A world without competition
Peter A. Abrams
2001· article· en· Nature· Medicine
machine prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Investigating international misconduct
Christine C. Boesz, N. D. H. Lloyd
2008· article· en· Nature· Social Sciences
machine prediction:candidate · research_integrityconsensus · none
41
citations
affno abstractunlabeled
Machine learning in quantum spaces
Maria Schuld
2019· letter· en· Nature· Computer Science
machine prediction:candidate · noneconsensus · none
41
citations
afffundunlabeled
Widespread slow growth of acquisitive tree species
Laurent Augusto, R Borelle, Antra Boča, Lucie Bon, Christophe Orazio, Ander Arias‐González +45 more
2025· article· en· Nature· Environmental Science
machine prediction:candidate · noneconsensus · none
40
citations
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