The police ARE civilians. They are not military, nor are they subject to military justice or discipline, and their training and function in society is (whether they like it or not) entirely different. They are members of the community, not an occupying army.
This might seem like pedantry but it’s not: using the word civilian for non-police takes the militarization of the police as an unquestioned assumption.