Agree with andrew. It doesnt matter. Maybe it was an accident. Maybe she was dishonest with him about birth control. Who knows.
I would be willing to place money on the notion that having a newborn in their life is not going to bind them together. Not one bit. Nothing harder on an alcoholic then the demands of a newborn or toddler or preschooler. Bound to be lots of resentment and fights.