When you open a new book, it already contains a face cover, one broadside, and a back cover.
Right-click any place in the Book Pages menu and choose New Page in the contextual menu.
A new broadside will be added under the selected broadside in the Book Pages pane. You can move pages up and down in this list by dragging them.