Gallery Footer Edit

I am a bit confused by all the footer options in here.
I am trying to modify the footer that says
WPMU DEV - The WordPress ExpertsCopyright ©2011 Childrens MediaGo back to top ?

I want to add text with another link but I can't find it. When I use the other footer options it creates an another footer above this one?