I don't think that social scientists have a particular strong track record with forward predictions and it is impossible to distinguish those who do from those who don't.
. . . and yet, if you wanted to improve your ability to make such predictions about society, social sciences would be a better bet than chemistry. Prediction, absent supernatural aid, requires understanding.