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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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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.

affaffiliation
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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 4 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Intrusive gravity currents in two-layer fluids
Bruce Sutherland, PATRICK J. KYBA, M. R. Flynn
2004· article· en· Journal of Fluid Mechanics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
56
citations
afffundunlabeled
The surface signature of internal waves
Walter Craig, Philippe Guyenne, Catherine Sulem
2012· article· en· Journal of Fluid Mechanics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
55
citations
affunlabeled
Enstrophy transport in swirl combustion
Askar Kazbekov, Keishi Kumashiro, Adam M. Steinberg
2019· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Two-point similarity in the round jet
D. Ewing, Bettina Frohnapfel, William K. George, J. M. Pedersen, Jerry Westerweel
2007· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Viscoplastic slender-body theory
Duncan R. Hewitt, Neil J. Balmforth
2018· article· en· Journal of Fluid Mechanics· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
afffundunlabeled
Capillary breakup of a liquid torus
Hadi Mehrabian, James J. Feng
2013· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Flat plate impact on water
Hans C. Mayer, Rouslan Krechetnikov
2018· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
43
citations
afffundunlabeled
Spreading of viscoplastic droplets
Maziyar Jalaal, Boris Stoeber, Neil J. Balmforth
2021· article· en· Journal of Fluid Mechanics· Materials Science
distilled prediction:candidate · noneconsensus · none
43
citations

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