I'll admit that some centres are luckier than others to have higher averaged bowlers, but making it handicapped would lessen the appeal and the competitiveness of the event.
Also, juniors are not juniors forever, and bowling with the aid of handicapp in Junior shield will not prepare them if they want to continue on to Dunn Shield and other such tournaments.
I say keep the tournament handicapp free, it works the way it is!