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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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Fluid Dynamics and Turbulent Flows
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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.

2,246 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.
2,246 works in the cohort · of 4,299,418page 2 of 45

Labels cover 1 of 2,246 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 2,246 of 2,246 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Lectures on Navier-Stokes Equations
Tai‐Peng Tsai
2018· book· en· Graduate studies in mathematics· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
86
citations
affunlabeled
Experimental study of a turbulent buoyant helium plume
Timothy J. O’Hern, Elizabeth J. Weckman, Andrew Gerhart, Sheldon R. Tieszen, Robert W. Schefer
2005· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Velocity Imaging of Highly Turbulent Gas Flow
Benedict Newling, Christopher C. Poirier, Zhi Yang, James Rioux, Andrew J. Coristine, D. C. Roach +1 more
2004· article· en· Physical Review Letters· Engineering
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Bounds on horizontal convection
Jennifer H. Siggers, Rich R. Kerswell, Neil J. Balmforth
2004· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
76
citations
affunlabeled
Stability of flow in a wavy channel
Antonio Cabal, Jacek Szumbarski, J. M. Floryan
2002· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
71
citations
affunlabeled
Groove optimization for drag reduction
Alireza Mohammadi, J. M. Floryan
2013· article· en· Physics of Fluids· Engineering
distilled prediction:candidate · noneconsensus · none
69
citations
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