Would a judge ever reduce a sentence if he thought there was a 97% chance a person was guilty and maybe 3% that he was innocent?  (Like for having mercy on this guy?)

Our justice system seems to be predicated on an all or nothing mentality, either 100% guilty with a penalty of 100%, or else innocent.