Before revision:  (iv) one may obtain the classical rate equations form the corresponding stochastic version by averaging the dynamic random variables  .
After revision:  (iv) one may obtain the classical rate equations form the corresponding stochastic version by averaging the dynamic random variables (small noise limit) .