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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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Journal of Fluid Mechanics
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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.

873 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.
873 works in the cohort · of 4,299,418page 13 of 18

Labels cover 0 of 873 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 873 of 873 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.

affunlabeled
Breather interactions in a three-layer fluid
Keisuke Nakayama, Kevin G. Lamb
2023· article· en· Journal of Fluid Mechanics· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
9
citations
afffundunlabeled
Use of heated corrugations for propulsion
J. M. Floryan, Shazia Aman, S. Panday
2024· article· en· Journal of Fluid Mechanics· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
afffundunlabeled
Pumping using thermal waves
Z. Hossain, J. M. Floryan
2023· article· en· Journal of Fluid Mechanics· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Anchoring and migration of balloon in REBOA
Chiang C. Mei, Y.L. Li, Simone Michele, Paolo Sammarco, Paul B. McBeth
2021· article· en· Journal of Fluid Mechanics· Medicine
machine prediction:candidate · noneconsensus · none
8
citations
afffundunlabeled
Centrifugal spinning of viscoelastic nanofibres
S. Noroozi, Walter Arne, Ronald G. Larson, Seyed Mohammad Taghavi
2022· article· en· Journal of Fluid Mechanics· Materials Science
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Stratified inclined duct: direct numerical simulations
Lu Zhu, Amir Atoufi, Adrien Lefauve, John R. Taylor, Rich R. Kerswell, Stuart B. Dalziel +2 more
2023· article· en· Journal of Fluid Mechanics· Engineering
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Fracture patterns in viscoplastic gravity currents
Thomasina V. Ball, Neil J. Balmforth, Ariel P. Dufresne, Stephen W. Morris
2022· article· en· Journal of Fluid Mechanics· Chemical Engineering
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Slender axisymmetric Stokesian swimmers
Srikanth Toppaladoddi, Neil J. Balmforth
2014· article· en· Journal of Fluid Mechanics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Patterned convection in inclined slots
J. M. Floryan, Abdelkader Baayoun, S. Panday, Andrew P. Bassom
2022· article· en· Journal of Fluid Mechanics· Engineering
machine prediction:candidate · noneconsensus · none
7
citations
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