The Gibbs distribution, also known as the Boltzmann distribution, describes the probability of a system being in a certain state as a function of that state's energy and temperature, fundamental to statistical mechanics. It provides a bridge between microscopic properties of particles and macroscopic observables, essential for understanding thermodynamic equilibrium and phase transitions.