My understanding is that it applies because it's a roll. Enhancement bonuses apply to "Attack and damage rolls." If it was "Wisdom modifier fire damage," then no, it wouldn't because it isn't a roll. If you roll, yes. No roll, no.
I may be wrong and would be happy to be corrected if I am.