Nevermind, I figured it out. Basically, I just looked for the *.desktop file that represented the link on the gnome panel. I then edited the file in a text editor (I choose gedit), adding the line:
Code:
StartupNotify=false
Make sure there isn't a line stating:
Hope that helps someone else! (From one newbie to another.)