> pretend to offer some form of probabilistic chance to win a prize, but bias winning to some identifiable characteristic. e.g. race, age, "beauty"

Do a facial recognition lookup against the RealID database (I'm sure someone must be selling a leaked or hacked copy by now) and make the prize depend on the first letter of the person's last name.