If more men sign up late it's probably because more men run, so therefore more men are statisically available to run a half marathon at short notice, as it's only a short distance if you run regular. I dare say lots of women sign up late too, but they will be regular runners used to the distance, of which there are less.
Without wanting to sound sexist, men seem to have a more devil may care, I can do it attitude as well.