Thanks for the replies. More flowers have opened up, still no female parts. That's about 10 flowers so far with no female parts. There are another 5 to 10 flowers still developing, I hope some of those will be complete. The tree has a spider mite infestation which I'm treating, would the stress of this cause incomplete flowers?
The label merely says "citrus lemon", but I suspect it is the '4 seasons lemon' aka Lunario.