Possible to get anything else than 3* birds from first egg?

Is it possible to get anything else than a 3* bird from the first egg? I've tried to restart ~10 times and it's always been 3* despite it says 2-5*. Just wondering as for games like puzzle and dragons it was smart to restart until you got a good starter.