In the case of radiation, the probability of a state with energy $E_i$ is given by the Boltzmann factor:
$$ p_i = \frac{e^{-E_i / k_B T}}{Z} $$
where $T$ is the temperature and $Z$ is the partition function.
Now, let's consider a system of radiation in a
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