A convert, if he converts through the Orthodox, he has the Jewish gene. If he doesn't convert through the Orthodox, he doesn't have the Jewish gene. As simple as that.
Both Mum and Dad were converts to Catholicism, and normally if you convert to Catholicism you have thought about it more than someone who just grew up with it, taking it for granted.