It seems strange that it isn’t ‘Go’, but this is because it is taken from the Latin for gold, Aurum.
This is the same for a few of the elements on the periodic table – if the letters seem completely different from the word, it’s because it is from another language.
W = Wolfram = Tungsten
Ag = Argentum = Silver
Fe = Ferrum = Iron
and loads more!