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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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Proceedings of the National Academy of Sciences
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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.

6,318 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.
6,318 works in the cohort · of 4,299,418page 2 of 127

Labels cover 9 of 6,318 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 6,318 of 6,318 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Molecular analysis of the bacterial microbiota in the human stomach
Elisabeth M. Bik, Paul B. Eckburg, Steven R. Gill, Elizabeth Purdom, Fritz François, Martin J. Blaser +1 more
2006· article· en· Proceedings of the National Academy of Sciences· Medicine
distilled prediction:candidate · noneconsensus · none
1,139
citations
affunlabeled
Global mapping of ecosystem services and conservation priorities
Robin Naidoo, Andrew Balmford, Robert Costanza, Brendan Fisher, R. E. Green, Bernhard Lehner +2 more
2008· review· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
1,033
citations
affunlabeled
Higher social class predicts increased unethical behavior
Paul K. Piff, Daniel M. Stancato, Stéphane Côté, Rodolfo Mendoza‐Denton, Dacher Keltner
2012· article· en· Proceedings of the National Academy of Sciences· Neuroscience
distilled prediction:candidate · noneconsensus · none
1,022
citations
affunlabeled
Permafrost carbon-climate feedbacks accelerate global warming
Charles D. Koven, Bruno Ringeval, Pierre Friedlingstein, Philippe Ciais, Patricia Cadule, Dmitry Khvorostyanov +2 more
2011· article· en· Proceedings of the National Academy of Sciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
989
citations
fundno affunlabeled
Climate-driven regime shifts in the biological communities of arctic lakes
John P. Smol, Alexander P. Wolfe, H. J. B. Birks, Marianne S. V. Douglas, Vivienne J. Jones, Atte Korhola +20 more
2005· article· en· Proceedings of the National Academy of Sciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
980
citations
affunlabeled
Episodic radiations in the fly tree of life
Brian M. Wiegmann, Michelle Trautwein, Isaac S. Winkler, Norman B. Barr, Jungwook Kim, Christine L. Lambkin +21 more
2011· article· en· Proceedings of the National Academy of Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
978
citations
affunlabeled
Non-bee insects are important contributors to global crop pollination
Romina Rader, Ígnasi Bartomeus, Lucas A. Garibaldi, Michael P. D. Garratt, Brad G. Howlett, Rachael Winfree +46 more
2015· article· en· Proceedings of the National Academy of Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
969
citations
affunlabeled
The role of antimicrobial peptides in animal defenses
Robert E. W. Hancock, Monisha G. Scott
2000· review· en· Proceedings of the National Academy of Sciences· Immunology and Microbiology
distilled prediction:candidate · stsconsensus · none
966
citations
affunlabeled
Analytical distributions for stochastic gene expression
Vahid Shahrezaei, Peter S. Swain
2008· article· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
935
citations
affunlabeled
Green chemistry for chemical synthesis
Chao‐Jun Li, Barry M. Trost
2008· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
925
citations
aboutno affunlabeled
Quantification of global gross forest cover loss
Matthew C. Hansen, Stephen V. Stehman, Peter Potapov
2010· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
901
citations
afffundunlabeled
Agronomic phosphorus imbalances across the world's croplands
Graham K. MacDonald, Elena M. Bennett, Philip A. Potter, Navin Ramankutty
2011· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
900
citations
affunlabeled
The PINK1/Parkin pathway regulates mitochondrial morphology
Angela C. Poole, Ruth E. Thomas, Laurie A. Andrews, Heidi M. McBride, Alexander J. Whitworth, Leo J. Pallanck
2008· article· en· Proceedings of the National Academy of Sciences· Medicine
distilled prediction:candidate · noneconsensus · none
883
citations
affunlabeled
Current perspectives and the future of domestication studies
Greger Larson, Dolores R. Piperno, Robin G. Allaby, Michael D. Purugganan, Leif Andersson, Manuel Arroyo‐Kalin +18 more
2014· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · stsconsensus · none
877
citations
afffundunlabeled
Hydrogen sulfide is an endogenous stimulator of angiogenesis
Andreas Papapetropoulos, Anastasia Pyriochou, Zaid Altaany, Guangdong Yang, Antonia Marazioti, Zongmin Zhou +4 more
2009· article· en· Proceedings of the National Academy of Sciences· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
862
citations
affunlabeled
Vaccination and the theory of games
Chris T. Bauch, David J. D. Earn
2004· article· en· Proceedings of the National Academy of Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
849
citations
affunlabeled
Time-resolved resting-state brain networks
Andrew Zalesky, Alex Fornito, Luca Cocchi, Leonardo L. Gollo, Michael Breakspear
2014· article· en· Proceedings of the National Academy of Sciences· Neuroscience
distilled prediction:candidate · noneconsensus · none
838
citations
affunlabeled
The evolution of self-control
Evan L. MacLean, Brian Hare, Charles L. Nunn, Elsa Addessi, Federica Amici, Rindy C. Anderson +52 more
2014· article· en· Proceedings of the National Academy of Sciences· Psychology
distilled prediction:candidate · noneconsensus · none
837
citations

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