I don't understand what's stopping them from just melting them down in their backyard. It's not as if pennies are tracked in any way.
Anyway they should, but in practice they make good money off of things as well so they turn a blind eye.
So no, scrap dealers do not have to do much (if any) due diligence around here
Cops. If you melt enough they'll show up and stop you.