Prime geodesic theorem and closed geodesics for large genus

Let $\mathcal{M}_g$ be the moduli space of hyperbolic surfaces of genus $g$ endowed with the Weil-Petersson metric. In this paper, we show that for any $\epsilon>0$, as $g\to \infty$, for a generic surface in $\mathcal{M}_g$, the error term in the Prime Geodesic Theorem is bounded from above by $g\cdot t^{\frac{3}{4}+\epsilon}$, up to a uniform constant multiplication. The expected value of the error term in the Prime Geodesic Theorem over $\mathcal{M}_g$ is also studied. As an application, we show that as $g\to \infty$, on a generic hyperbolic surface in $\mathcal{M}_g$ most closed geodesics of length significantly less than $\sqrt{g}$ are simple and non-separating, and most closed geodesics of length significantly greater than $\sqrt{g}$ are not simple, which confirms a conjecture of Lipnowski-Wright. A novel effective upper bound for intersection numbers on $\mathcal{M}_{g,n}$ is also established, when certain indices are large compared to $\sqrt{g+n}$.