Judges meaner to female contestants

I am now rewatching the series for the umpteenth time, and this time around confirms my suspicion that the judges (Paul and Prue) are much harsher with the female contestants, overall, than the boys. Sometimes downright mean. I feel like Kim Joy is a good example of this. The attitude shifted once it was apparent she was going to go the finals. Anyone else notice this?