The "Big G" is a nickname, often used by the Viper pilots, for Battlestar Galactica.
For instance, Kara Thrace used the nickname when chiding Dwight Saunders on his landings. (Bastille Day)
Common nickname type for aircraft carrier in the US Navy. During World War II, the aircraft carrier, Enterprise, was nicknamed, "The Big E".