Why do female celebs do more semi-naked photo shoots then male celebs?

I always open a mainstream mag/newspaper and see pics of female celebs modelling in their underware, and they are not even promoting any brand at the time, but I hardly see this with male celebs or am I reading the wrong mags?
Do female 'celebs' need to do this to get ahead more then the guys do?