They calculated the probability of people not paying, and set the fine at a price that would offset it.
It’s still a terrible idea. It ends up causing a frenzy of people pushing their way to the machine and mashing buttons to get the ticket as they see the bus coming. And, if they’re too slow, they bought the ticket for nothing.