*How they knew it was a deer:
The physicist observed that it behaved in a deer-like manner, so
it must be a deer.
The mathematician asked the physicist what it was, thereby reducing
it to a previously solved problem.
The engineer was in the woods to hunt deer, therefore it was a deer.
