This paper deals with a class of probability measures arising from recent work in statistical mechanics. It considers the probability measures on configurations of particles in a finite lattice obtained by restricting the grand canonical ensemble to an energy shell, or set of particle configurations which share a common total energy with respect to a vector of potentials.