Before revision:  However, we demonstrate that the spectral gaps need not decrease monotonically with respect to the decay rate or increase monotonically with respect to time.
After revision:  However, we demonstrate that the spectral gap need not decrease monotonically with respect to the decay rate or increase monotonically with respect to time.