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We study the critical exponent random variable on moduli spaces of hyperbolic surfaces with boundary, using the normalized Weil-Petersson measures as probability measures. We use the spine graph construction of Bowditch and Epstein to compare this random variable to the corresponding critical exponent random variable on moduli spaces of metric ribbon graphs with the normalized Kontsevich measures , proving an asymptotic convergence-in-mean result in the long boundary length regime. In particular, we show that approximately pulls back to with quantitative uniform estimates.

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