It is clear the Federation Of Planets is a military organization. They have rank, military courts and enforce orders through Star Fleet Command. In This Side of Paradise the Enterprise arrives at Omicron Ceti III with orders to remove a population who don't want to go. It is clear the objection Kirk has to the way the colony lives is they are not a military society.