Confused Pokémon (both yours and your opponent's) don't recover from that Special Condition when they evolve or devolve.

You may play only 1 Stadium card during your turn. Put it next to the Active Spot, and discard it if another Stadium comes into play. A Stadium with the same name can’t be played.