Romney got stuck with this position when he said he agreed with the dissenters (Scalia, Alito, Kennedy and Thomas). Their dissenting opinion ruled that the mandate was a penalty and could not be a tax.
I wonder who will enforce a tax or who will enforce a penalty. Will the USA have different entities being tax enforcers or will the USA have a different entity enforcing penalties.