Determining temperature of heat bath

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Degenerate particles in a heat bath can be used to approximate the temperature by measuring properties like energy levels and degeneracies. However, the exact temperature of the heat bath cannot be determined; only an approximation is possible. The discussion references the need for a Boltzmann distribution to establish thermal equilibrium, particularly for non-degenerate particles. To analyze the system, one can calculate the multiplicity and entropy, using the relationship T = (∂S/∂U)^{-1}_{V,N} to find temperature. Understanding these concepts is crucial for accurately estimating the temperature in statistical mechanics.
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I have a bunch of degenerate particles in a heat bath, which I can "measure" some of their properties to approximate the temperature of the heat bath. Like energy at ground state, 2nd, etc, and their degeneracies.

But I was told that the exact temperature of the heat bath cannot be measured and only the approximation can be made.

I was reading my stats mechanics book and all I can find is something about thermal equilibrium requiring a Boltzmann distribution and a formulation to find Temperature of a heat bath of non-degenerate particles.

I tried searching the internet for some more information but I keep ending up with research papers that have nothing to do with my question.
 
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do some counting and calculate the multiplicity of the system in terms of some known qualities. then find the entropy and the temperature is equaled to:
T=\left ( {\frac{\partial S}{\partial U}}\right )^{-1}_{V,N}
 
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