Yes, a baby gate will slow down the human long enough to realize there is a door-darter lurking, and hopefully prevent escape. Does he wear a collar? Putting a bell on it may help keep track of where he is ... Eventually he may give up if he has no success, or you could try a leash and harness so he can have "restrained" outdoor time!