Neither Michael nor Joey are Nicole's biological father.
Surely the Judge would've at least let the cat out of the bag to the audience if the truth were otherwise.- Didn't the dads actually look at the DNA results in that episode and find that this was in fact the case? I could swear I remember that.
- Word of God (in this case, episode writer David Simon) says "The DNA was delivered but the dads destroyed it."