Judge's remarks show she often assumes guilt

I'd rather be lucky than good.

It could be possible if they started in a far flung suburb beat that most people forgot was Jefferson County, spent a lot of time on light duty or FMLA, went to an administrative job soon afterwards, and got promoted off the street. Either that or someone else they work with is taking all their paperwork to go to court for the money.