Can you mix ducks and chickens into the same coop

[chickens really]

My Calls absolutely hate my Chickens and chase them at any opportunity. I have big Chickens too and they run for their lives if a Call Duck takes after them..
I have separate pens and a mesh fence when my Chickens are out foraging..