People make the claim that it is exceedingly rare but work done by people like Dr. Booth would indicate that parthenogenesis is actually relatively common. There is some indication that the process still requires at least some degree of exposure to a male so a female that has never seen a male is less likely to spontaneously produce a clutch, but there are still cases of it happening