Without doing case research, I cannot be sure but glancing at the posted statute; it would appear that both sides are guilty of a misdemenor meaning that in theory, you could be charged but so could she. Once her parents realize this, I doubt they will push for charges.
oh btw, there is another long topic on this subject where mahan discusses statutory rape laws in detail. Try searching for statutory rape because mahan may have elaborated on the calif statute