You can also turn it on or off from the quick settings, the buttons that appear when you pull down the notification area. If ...

The changes are applied immediately. The Widgets menu icon will be removed from the taskbar and the turn on/off button will also be disabled in the Settings. To enable the Widgets feature again ...