I can definitely see some benefits of keeping the taskbar/panel on screen, but I think they were primarily motivated by the belief that designing the interface around apps being fullscreen would be more attractive to developers. The bottom edge is pretty important screen real estate both for touch (appbar) and mouse (scrollbar, zoom).