Scientist Dr. Arthur Bindlebeep is the head of the family and a high school teacher. He and his wife, Norma, try to be model parents while learning a few things from their three children: 16-year-old Angie, 12-year-old Roy, 6-year-old Katherine, and their dog Guinness.