According to this study women not only shy away from competition (regardless of their abilities) but they also shy away from risk and underestimate their abilities. The article really "rang true" to me. It matches what I’ve been seeing among my female friends and their work environments.
Do Women Shy Away from Competition, Even When They Can Win? – Knowledge@Wharton.