Canonical probabilities. A canonical ensemble describes a system of fixed particle number and fixed external parameters such as volume, weakly coupled to a much larger thermal reservoir. They exchange energy and reach thermal equilibrium, while the reservoir's temperature stays effectively constant. The interaction energy is negligible in the state counting. The combined isolated system is described by equal probabilities for its accessible microstates.
If its total energy is , the probability of a particular system microstate is proportional to the reservoir multiplicity at . Writing that multiplicity as , expand its entropy:
The large-reservoir limit suppresses the higher terms. Normalization therefore gives
The sum counts individual microstates; when grouping them by energy, their state degeneracies must be included. This is the canonical partition function.
Classical orientational heat capacity. Hold the magnetic field fixed. Orientations of the magnetic dipole moment have the solid angle measure . With , the angular partition function is
Choosing a normalized angular measure would remove , with no effect on the energy derivatives. Differentiating at fixed ,
The angular average is the Langevin function. Since ,
This is the heat capacity of a classical magnetic dipole, in for one magnetic moment. The word specific here refers to that single moment; independent magnetic moments have times this heat capacity. At the energy is independent of orientation and , obtained by the continuous limit. At fixed nonzero , the classical low-temperature limit instead gives .
Equipartition and its proof. The equipartition theorem states that an independent quadratic term in a classical Hamiltonian, with , contributes to its mean energy. One needs a canonical measure that factors as times the measure of the remaining variables, convergence of the integrals, and vanishing boundary terms. The coordinate must not be restricted by a thermally important hard boundary or a coupled constraint.
For , integration by parts gives
Integrate over all other variables and divide by . It follows that
The same reasoning applies to quadratic momenta among the canonical variables. It is the number of quadratic energy contributions that is counted, not an unrestricted count of coordinate labels.
Two soft orientational directions. When , the moment is concentrated near alignment. Introduce local Cartesian coordinates in the tangent plane and . To leading order,
The two quadratic terms each contribute , so
This agrees with the exact angular calculation. Treating alone as one Cartesian quadratic variable would miss the measure and the second tangent direction. There are no extra rotational kinetic terms in the stipulated Hamiltonian; adding such terms would be a different model.
Quantum spin one. The spin projections are , with . Put , where is the gyromagnetic ratio. The three energies are , irrespective of the sign of . Relative to the ground state they are . Thus, with ,
Differentiation, or the canonical energy fluctuation identity , gives
In the requested limit,
This spin-1 paramagnet has a nondegenerate ground state and a finite spectral gap. Excitations are exponentially rare, so its heat capacity tends to zero. Classical orientational equipartition assumed a continuum of arbitrarily small excitation energies; that assumption fails when . This is a change in the accessible state spectrum, not a violation of the equipartition theorem within its classical domain.

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