It’s worth noting that equal temperament predates the concept of a logarithm function, so the methods they used were both clever and imprecise.

Also worth nothing that mean temperament was an intermediate step between Pythagorean tuning and equal temperament, musicians didn’t jump directly from simple fraction into equal temperament.