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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
Evidence
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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 5 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
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
affunlabeled
Water waves over a random bottom
Walter Craig, Philippe Guyenne, Catherine Sulem
2009· article· en· Journal of Fluid Mechanics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Unsteady dynamics of rapid perching manoeuvres
Delyle T. Polet, David E. Rival, Gabriel D. Weymouth
2015· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Flows in annuli with longitudinal grooves
H. V. Moradi, J. M. Floryan
2013· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Natural convection and thermal drift
A. Abtahi, J. M. Floryan
2017· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
40
citations
affunlabeled
Thixotropic gravity currents
Duncan R. Hewitt, Neil J. Balmforth
2013· article· en· Journal of Fluid Mechanics· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Fountains impinging on a density interface
Joseph K. Ansong, PATRICK J. KYBA, Bruce Sutherland
2008· article· en· Journal of Fluid Mechanics· Environmental Science
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Drag reduction in heated channels
Daniel Floryan, J. M. Floryan
2015· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Viscoplastic boundary layers
Neil J. Balmforth, R. V. Craster, Duncan R. Hewitt, Sarah Hormozi, Amir Maleki
2017· article· en· Journal of Fluid Mechanics· Chemical Engineering
distilled prediction:candidate · noneconsensus · none
36
citations

How this was built: Screen · Findings · About