For clarifying purposes, "G.O.A.T." generally stands for "greatest of all time."
Not in this context. The "goat" is a term used to describe the worst member of a group. http://www.thefreedictionary.com/goat
West Point honors the lowest GPA for a graduating cadet, "The Goat"