It's probably also a good way of looking at it to compare this to court.
If we're going to reach a conclusion about something, we have to tell the jury the standard of proof.
Telling them to just decide what's "probably" happened or happened "with a high degree of confidence" isn't what we do, especially in important criminal cases.