Hmm when I did this I didn't bake it first as I thought the moisture between the bark and the wood (?) helped to strip it.. if it was dry, it might chip off in small parts. I am really only guessing though.
It'll hopefully be like sellotape, once you've found got the end started it should peel off in fairly large strips. Failing that, sandpaper?