Zucchini is well known to be female. Or is stated to be such on FB and I've yet to see anyone say otherwise.

Bonus: For some reason the Hello Project wiki for Morning Musume has a page for Shining Musume which implies h-artist Shiwasu no Okina is a woman. But all evidence I could find implies the contrary. Would be the most perverted woman in Japan if true.