The way I've heard it used is to describe activities that give you the illusion of understanding a complex subject. Examples would be Malcolm Gladwell's books, or the high school student who thinks they understand quantum mechanics after reading The Elegant Universe. So that usage wouldn't fit pure maths, since we seem to generally agree that pure mathematicians have a true understanding of their fields, even if we don't agree on the value of said fields.