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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.

6,308 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.
6,308 works in the cohort · of 4,299,418page 1 of 127

Labels cover 7 of 6,308 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 6,308 of 6,308 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Segment anything in medical images
Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You, Bo Wang
2024· article· en· Nature Communications· Computer Science
distilled prediction:candidate · noneconsensus · none
2,390
citations
fundno affno abstractunlabeled
Solar steam generation by heat localization
Hadi Ghasemi, George Ni, Amy Marconnet, James Loomis, Selçuk Yerci, Nenad Miljkovic +1 more
2014· article· en· Nature Communications· Energy
distilled prediction:candidate · noneconsensus · none
2,248
citations
affunlabeled
Longer and more frequent marine heatwaves over the past century
Eric C. J. Oliver, Markus G. Donat, Michael T. Burrows, Pippa J. Moore, Dan A. Smale, Lisa V. Alexander +9 more
2018· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · noneconsensus · none
2,079
citations
afffundunlabeled
Permafrost is warming at a global scale
Boris K. Biskaborn, Sharon L. Smith, Jeannette Noetzli, Heidrun Matthes, Gonçalo Vieira, D. A. Streletskiy +41 more
2019· article· en· Nature Communications· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2,062
citations
afffundno abstractunlabeled
Recent patterns of crop yield growth and stagnation
D. K. Ray, Navin Ramankutty, Nathaniel D. Mueller, Paul West, Jonathan A. Foley
2012· article· en· Nature Communications· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
1,597
citations
fundno affunlabeled
Quantum-chemical insights from deep tensor neural networks
Kristof T. Schütt, Farhad Arbabzadah, Stefan Chmiela, K. Müller, Alexandre Tkatchenko
2017· article· en· Nature Communications· Materials Science
distilled prediction:candidate · sts+open_scienceconsensus · none
1,492
citations
affno abstractunlabeled
Metformin improves healthspan and lifespan in mice
Alejandro Martín‐Montalvo, Evi M. Mercken, Sarah J. Mitchell, Hector H. Palacios, Patricia L. Mote, Morten Scheibye‐Knudsen +16 more
2013· article· en· Nature Communications· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1,440
citations
fundno affunlabeled
Symptomatic atherosclerosis is associated with an altered gut metagenome
Fredrik Karlsson, Frida Fåk, Intawat Nookaew, Valentina Tremaroli, Björn Fagerberg, Dina Petranović +2 more
2012· article· en· Nature Communications· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1,366
citations
affunlabeled
The Medical Segmentation Decathlon
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp‐Schneider, Bennett A. Landman +52 more
2022· article· en· Nature Communications· Medicine
distilled prediction:candidate · sts+research_integrityconsensus · none
1,202
citations
afffundunlabeled
Confronting false discoveries in single-cell differential expression
Jordan W. Squair, Matthieu Gautier, Claudia Kathe, Mark A. Anderson, Nicholas D. James, Thomas H. Hutson +8 more
2021· article· en· Nature Communications· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
987
citations
affunlabeled
The future of Blue Carbon science
Peter I. Macreadie, Andrea Antón, John A. Raven, Nicola Beaumont, Rod M. Connolly, Daniel A. Friess +30 more
2019· review· en· Nature Communications· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
965
citations

How this was built: Screen · Findings · About