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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.

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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 8 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
Dam-breaking seiches
Neil J. Balmforth, Jost von Hardenberg, R. J. Zammett
2009· article· en· Journal of Fluid Mechanics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
affunlabeled
Shoaling mode-2 internal solitary-like waves
Magda Carr, Marek Stastna, Peter A. Davies, Koen J. van de Wal
2019· article· en· Journal of Fluid Mechanics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
afffundunlabeled
Active Stokesian dynamics
Gwynn J. Elfring, John F. Brady
2022· article· en· Journal of Fluid Mechanics· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affunlabeled
Dynamics and stability of an annular electrolyte film
Devin Conroy, Richard V. Craster, Omar K. Matar, Demetrios T. Papageorgiou
2010· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Gel-controlled droplet spreading
Maziyar Jalaal, Carola Seyfert, Boris Stoeber, Neil J. Balmforth
2017· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Flow in a meandering channel
J. M. Floryan
2015· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Internal solitary waves with subsurface cores
Yangxin He, Kevin G. Lamb, Ren‐Chieh Lien
2019· article· en· Journal of Fluid Mechanics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
Self-turbulization in cellularly unstable laminar flames
Zirui Liu, Vishnu R. Unni, Swetaprovo Chaudhuri, Ran Sui, Chung K. Law, Abhishek Saha
2021· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
Granular and fluid washboards
Ian Hewitt, Neil J. Balmforth, Jim McElwaine
2012· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Bounds on double-diffusive convection
Neil J. Balmforth, Shilpa Ghadge, Atichart Kettapun, Shreyas Mandre
2006· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Moist multi-scale models for the hurricane embryo
Andrew J. Majda, Yulong Xing, Abdolmajid Mohammadian
2010· article· en· Journal of Fluid Mechanics· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Thermal instability in drawing viscous threads
Jonathan J. Wylie, Huaxiong Huang, Robert M. Miura
2007· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Filling box flows in porous media
Chunendra K. Sahu, M. R. Flynn
2015· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
22
citations

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