I had this problem too. You have to submit it manually.
In the Left side, in section 'General', there should be a section 'App Review':
I usually use Chrome Browser, the item 'App Review' was not appearing there. I then logged in on Safari, and saw the App Review menu-item. There you can select items to submit for review