  In the course of time a transition was made to what the Ehrenfests called “kineto-statistics of the gas model”, or what is nowadays known as statistical mechanics. In this latter approach, probabilities are not attached to the state of a molecule but of the entire gas system. Thus, the state of the gas, instead of determining the probability distribution, now itself becomes a stochastic variable.