Except that states want their pound of flesh; California is definitely no exception.

There are entities that are federal registrations (eg: an aircraft with an "N-number" -- that N-number is federal) that individual states still try really hard to tax the same way as cars/trucks. Individual counties even take a stab at this.

It seems that the rules might be there for some benefit but mostly the rules help the state/county make income.