Before revision:  We investigate in detail the combined effects of the mean and variance of the random interaction coefficients, the cut-off parameter of the non-linear response , and a symmetry parameter .
After revision:  We investigate in detail the combined effects of the mean and variance of the random interaction coefficients, and the saturation value of the non-linear response , and a symmetry parameter .