It looks to have a small prop on the front. The control surfaces are located at the rear of the assembly...judging from the quick takeoff I wonder if they used some sort of model-rocket engine to assist the takeoff.
Additionally, I'm willing to bet this isn't a real lawnmower -- most likley a balsa wood model painted to look like one.