The Collaborative International Dictionary of English v.0.48:

Gownsman \Gowns"man\, Gownman \Gown"man\, n.; pl. -men (-men).
   One whose professional habit is a gown, as a divine or
   lawyer, and particularly a member of an English university;
   hence, a civilian, in distinction from a soldier.
   [1913 Webster]