Hit the fullscreen button on the toolbar and type "gconftool -s -t bool /apps/osso/xterm/toolbar_fullscreen false". Make sure to set it back to true when you feel like getting out...

Oh, default it? Maybe wmctrl and the above in .profile. I wouldn't recommend it, however.