"Beats me,” wordlessly (5)
I believe the answer is:
shrug
(Other definitions for shrug that I've seen before include "Express silent doubt" , "Shoulder movement to indicate indifference" , "Gesture with one's shoulders" , "Indifferent gesture" , "Raise (shoulders) slightly" .)