it didn't treat mild belief and certainty differently;

... they did use it in their regressions.

Sure, so we learn about how confidence is correlated with binary accuracy. But they don't take into account that being very confident and wrong should be penalised more than being slightly confident and wrong.

Per the paper, those were simply thrown out

I misread; you are right