Yes, the female flowers are the ones with the little yellow pumpkin at the base like the ones in the picture above. I don't know quite what the problem was last year, but I met a giant pumpkin grower last summer who said that pumpkins like a bit of shade. I've grown mine with the rest of the garden in full sun, so that might be the reason.
