MLD wrote:

One reason that it is not caulked is that there is a gasket under the face
plate that serves as the seal to prevent water from leaking into the wall.
Another reason, if you caulk around the face plate it will eventually peal
off.
MLD

Yep, a gasket should be all that is needed.