IANAL so this specific case notwithstanding, that sounds like a gross overgeneralization of the Supremacy Clause, which at least in interpretation is largely constrained to the powers that the Constitution gives the federal government.
It literally says, in the link that you have posted: "The Supremacy Clause is essentially a conflict-of-laws rule specifying that certain federal acts take priority over any state acts that conflict with federal law."