Which meat tastes different by gender?
Deer and it's relatives (goats and sheep) are famous for their musky males.

At a mere three months old my male goat had already developed a significant "bucky" aroma. He would not have become sexually active for another month or two. 

The best way I found to cook him to deal with that flavor was smoking.