If you create a game yourself (which I think is for Premium accounts) there is an option for Victory Conditions. Make sure to click the gear first. This option you can change the option from Standard (50%) to Supremacy (100%). There are other options to control who can join and how many human players join.
Beware though that there is a limit per month of games you can create. I think its only one per month.