The door you picked clearly has a 1/3 chance of hiding the prize. That means the other two must have a 2/3 chance. If you decide to switch your door to #3, you are in essence picking both #2 and #3 at the same time, since you have the new information that a goat was behind #2. This switches your chance of winning from 1/3 to 2/3.