If you take it with a bow you need to use your bow tag no matter what the season.
I agree with you and I thought this same question had been asked before but I couldn't find it on here. I've had this conversation with some guys I hunt with and with people at work and some of them insist that you can't hunt with your bow during gun season if you don't have a gun tag.