The problem I was always told of a baseball cap under a helmet is if you were to crash and faceplant (possibly less likely on a Cruzbike) the helmet holds the cap in place and the peak of the cap can be forced back into your forehead which sounds nasty.
I used to run cycle tours / day rides for...