Would publicly owned supermarkets make groceries cheaper?

The Australian Greens' official research body is proposing a federal government-owned supermarket chain called Fair Go Grocers, which it claims could cut the average grocery bill by 22%.
The plan would involve nationalising hundreds of Coles and Woolworths stores, but critics say the idea isn't workable.