You could do something like:
Create a helper field i.e. PriorityHelp (put this on your form so that you know what follows works)
On your field Priority create a rule which says if Priority is blank set field value of PriorityHelp to value of Priority.
Test that the above works.
Then set the default value of the Priority field to PriorityHelp.