As I never encountered the discussed problem before, I've checked the 16 km version with GWX 3.0. Well, near the chilean cost, I don't have such a problem with fog. The mountains disappear as with my enlarged fog model.
So, if you don't want to resize the fog's model, you have another solution : resizing the sky's model to make it closer to the fog's model !