Preheat oven with the pizza stone to 500 degrees for at least 15 minutes. Sprinkle the top of your pizza peel with a little cornmeal.
Roll out the pizza dough, Spread the tomato sauce on the pizza to form a thin layer, Scatter the Arugula, plum tomatoes, fresh basil, Goat and mozzarella cheese on top.
Quickly transfer the pizza from the peel to the stone. Bake for 5-8 minutes, until golden brown. If you don't have a pizza stone, place pizza on greased and floured pan or cookie tray and place in oven after the oven has heated for 15 minutes.