They get regular penality, but they gain a -1 penality because of masterwork status that is listed separately in the same column when you check skills total, if I remember right.
That's the way the game handles it, but it makes a mess of things in some instances, between MW Padded and Leather granting a +1 bonus to rogue skills and MW buckler's applying a -1 penalty to characters using weapon finesse.
