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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 Heat Transfer
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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
fundfunder
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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.

653 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.
653 works in the cohort · of 4,299,418page 1 of 14

Labels cover 1 of 653 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 653 of 653 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Drop impact onto a dry surface: Role of the dynamic contact angle
Ilia V. Roisman, L. Opfer, Cameron Tropea, Mehdi Raessi, J. Mostaghimi, S. Chandra
2008· article· en· Colloids and Surfaces A Physicochemical and Engineering Aspects· Engineering
distilled prediction:candidate · noneconsensus · none
145
citations
affno abstractunlabeled
Liquid flow in a simplex swirl nozzle
Ghobad Amini
2015· article· en· International Journal of Multiphase Flow· Engineering
distilled prediction:candidate · noneconsensus · none
99
citations
affunlabeled
Droplet Splashing on an Inclined Surface
Jiguang Hao, Lu Jie, Liaonan Lee, Zhihu Wu, Gengkai Hu, J. M. Floryan
2019· article· en· Physical Review Letters· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
98
citations
affunlabeled
On aerodynamic droplet breakup
Isaac M. Jackiw, Nasser Ashgriz
2021· article· en· Journal of Fluid Mechanics· Engineering
distilled prediction:candidate · noneconsensus · none
92
citations
affno abstractunlabeled
Numerical Simulation of Droplet Impact on Patterned Surfaces
Hamideh B. Parizi, L. Rosenzweig, J. Mostaghimi, S. Chandra, Thomas W. Coyle, H. Salimi +3 more
2007· article· en· Journal of Thermal Spray Technology· Engineering
distilled prediction:candidate · noneconsensus · none
74
citations
afffundunlabeled
Surface-only liquids
Fang Da, David K. Hahn, Christopher Batty, Chris Wojtan, Eitan Grinspun
2016· article· en· ACM Transactions on Graphics· Engineering
distilled prediction:candidate · noneconsensus · none
69
citations
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How this was built: Screen · Findings · About