It should be 'beyond a reasonable doubt' But it seems more and more, they 'intuit' what happened, even if they didn't have a great look at the play.
If you're going to overturn blown judgement calls on fumbles, catch/no catch, in bounds/out, then I have no problem going to replay challenges on incorrect personal foul calls like this...