I just discovered that my default management network has the "VM Network" checkbox toggled (on the page where you navigate to Network -> Networks and select the management network).

There are no virtual machines associated with the management network.

Is it safe to simply edit the management network and uncheck the "VM Network" box? Will anything break (even temporarily) if I do this?