To ensure correct operation of GnomeBaker, the user needs RW access to
the CD/DVD device(s).

You have to restart the GConf daemon by killing it before running
GnomeBaker for the first time.  As a regular user:
  gconftool-2 --shutdown && sudo gnomebaker
