I agree.
With reservations as to whether the extreme states-rights position of the seceding states was correct. This is a matter of opinion, not fact.
However, it is a matter of fact that most southerners believed they were fighting primarily for their state and its rights, which means the term has a southern tinge, which is fair enough since they started the war.
Few of the soldiers from New York believed they were fighting primarily for NY.