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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.

1,143 results · 1 filter active ·
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20072025
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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.
1,143 works in the cohort · of 4,299,418page 10 of 23

Labels cover 1 of 1,143 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 1,143 of 1,143 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Toward a cohesive understanding of ecological complexity
Federico Riva, Caio Graco‐Roza, Gergana N. Daskalova, Emma J. Hudgins, Jayme M. M. Lewthwaite, Erica A. Newman +2 more
2023· review· en· Science Advances· Environmental Science
distilled prediction:candidate · stsconsensus · none
52
citations
fundno affunlabeled
Lamin B1 sequesters 53BP1 to control its recruitment to DNA damage
Laure Etourneaud, Angela Moussa, Emilie Rass, Diane Genet, Simon Willaume, Caroline Chabance-Okumura +16 more
2021· article· en· Science Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Widespread hypertranscription in aggressive human cancers
Matthew Zatzman, Fabio Fuligni, Ryan Ripsman, Tannu Suwal, Federico Comitani, Lisa-Monique Edward +10 more
2022· article· en· Science Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
50
citations
afffundunlabeled
Graphene fatigue through van der Waals interactions
Teng Cui, Kevin Yip, Aly Hassan, Guorui Wang, Xingjian Liu, Yu Sun +1 more
2020· article· en· Science Advances· Materials Science
distilled prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Friction of magnetene, a non–van der Waals 2D material
Peter Serles, Taib Arif, Anand B. Puthirath, Shwetank Yadav, Guorui Wang, Teng Cui +8 more
2021· article· en· Science Advances· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations
fundno affunlabeled
A zinc-conducting chalcogenide electrolyte
Jian Zhi, Siwei Zhao, Min Zhou, Fuqiang Huang
2023· article· en· Science Advances· Engineering
distilled prediction:candidate · noneconsensus · none
48
citations
fundno affunlabeled
The H3K36me2 writer-reader dependency in H3K27M-DIPG
Jia-Ray Yu, Gary LeRoy, Devin Bready, Joshua D. Frenster, Ricardo Saldaña-Meyer, Ying Jin +4 more
2021· article· en· Science Advances· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
47
citations

How this was built: Screen · Findings · About