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In this paper, we present a unified approach to establish the uniqueness of generalized conformal restriction measures with central charge in both chordal and radial cases, by relating these measures to the Brownian loop soup. Our method also applies to the uniqueness of the Malliavin-Kontsevich-Suhov loop measures for , which was recently obtained in [Baverez-Jego, arXiv:2407.09080] for all from a CFT framework of SLE loop measures. In contrast, though only valid for , our approach provides additional probabilistic insights, as it directly links natural quantities of MKS measures to loop-soup observables.

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