We've had a hen with several poults (sans pin feathers) in our yard as late as 9/28 before. I have pictures of a hen with poults still showing egg teeth on 7/28 one year. No idea of the mortality on those late late hatches but it sure explains variations on tom sizes, super jakes etc. Some of them have surely got to make it.