Nah, all I had to do is say "there're scorpions in there!" and I gah-run-tee they never set foot in the barn. My mother still has nightmares about the red squirrel that followed her into their garage 3 years ago.
And heck, if the scorpion story doesn't scare 'em off, the black widow infestation will keep 'em away.
