You can't change it is fixed what scroll you get. The game splits it so that it is 50% get earth and 50% have sky. But it takes into account all members. So if you have over half your group absent from the game, there is a chance that the players who aren't playing will get a majority of one scroll. So that is another reason to keep an active group.