  Consider the cubic nonlinear Schr\"odinger equation set on a d-dimensional
torus, with data whose Fourier coefficients have phases which are uniformly
distributed and independent. We show that, on average, the evolution of the
moduli of the Fourier coefficients is governed by the so-called wave kinetic
equation, predicted in wave turbulence theory, on a nontrivial timescale.
