If government programs are included, the unemployed definitely don't "make" $0/hour. As is often pointed out, taxpayers are effectively funding the underpayment of workers Walmart, McDonalds, etc because of government subsidies.
I don't have a dog in this hunt but the issue is much too complicated by government action to say unequivocally that the unemployed "make" $0. I'm not sure if it's good or bad but I definitely lean toward "we've made it too complicated".
[Now I'll go back to sorting through baffling health insurance complexity...]