Bogey/bogeyman
A bogey in golf, signifies any score over par, dates from the c.1895 and derives from the much older meaning of bogey or bogeyman dating from the early 1500s describing a phantom or devil that causes fright, as indeed a bad golf shot might. See also Mind-boggling.