It's been moved to keyboard shortcut Ctrl-N for new project (opens the old way).
Also you can use the Ctrl-O shortcut to get the dialogue to open an existing project.
Fyi, this is explained in the new monthly Tech+Music issue article about the new start screen improvements. Available from the
"Discover" pane in the start screen.