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We study a variational functional of Trudinger-Moser type associated withone-sided Borel probability measure. Its boundedness at the extremal parameterholds when the residual vanishing occurs. In the proof we use a variant of theY.Y. Li estimate.

Extremal boundedness of a variational functional in point vortex mean field theory associated with probability measures