The reason why Batman wasn't with the rest of the Justice League.
He was too busy catching Scarecrow after the events of Happy Halloween, Scooby-Doo!. Scooby-Doo and Guess Who? shares continuity with this setting.
So since then, Wonder Woman has had Velma's catchphrase stuck in her head.