Well, referendums are kind of direct democracy, so yes, I agree those are at increased risk of dumb voting. But the actual problem there, to me, is such complex decisions being put to referendum in the first place; specially to a simple majority vote.

Also, gay marriage isn't really a complex issue: Even the dumbest person understood the consequences of banning it, they just were that sadistic. Agreed on Brexit though.