I investigated the flavor question by heating 15 oils - 4 olive and 11 seed oils - with nothing else in the pan, so I could taste what heat alone does to them.
By comparison, she says when oils are prepared by the cold-press or expeller process, or, in the case of olive oil, are extra virgin, preparation involves only pressing, heating, and bottling.