In the top answer to this question (Is the Boltzmann constant really that important?) I read that the Boltzmann constant is just a dummy factor which converts energy to temperature.
But that allows me to put another numerical value in place of the Boltzmann constant but keep the dimension J/K.
I.e. what if, in $$S=c\ln W,$$ I put $c=56 \, \mathrm J/\mathrm K$ in place of $c=k\approx 1.38\cdot 10^{-23} \, \mathrm J/\mathrm K$?
On the page [Thermodynamic beta][1]Thermodynamic beta, the Boltzmann entropy using the Boltzmann constant implies thermodynamic beta, which implies (according to [Derivation of Boltzmann Distribution Law][2]Derivation of Boltzmann Distribution Law) the Boltzmann distribution.
So the Boltzmann distribution depends on the numerical value of Boltzmann constant. Then why is the Boltzmann constant just a dummy factor?
For example, the mean speed of molecules depends on
$$S=k\ln W.$$
Changing the numerical value of $k$ would make the speed totally different. [1]: https://en.wikipedia.org/wiki/Thermodynamic_beta [2]: https://bouman.chem.georgetown.edu/S98/boltzmann/boltzmann.htm