I believe the charge is really statutory rape, meaning that sexual intercourse with underage persons (male or female) is by legal definition "rape" regardless of consent.
A minor can no more consent to sex in the eyes of the law than consent to medical treatment (abortion exalted and excepted) or sign a legal contract.