Java SE (Java Platform, Standard Edition)

I am creating a full screen application (simulation/game). Full screen is part of the requirements.

So I set:

primaryStage.setFullScreen(true);

and then add the scene to the stage:

primaryStage.setScene(aScene);

When I run the application I immediately get the message "Press escape to exit full screen mode" on top of the screen (covering the company logo is usually not a good idea). The message fades after a bit.. but then I go to the next scene

primaryStage.setScene(aNewScene);

and the message "Press escape to exit full screen mode" covers the screen again (and I assume it will do this every time I change scenes). This will obviously not fly. Any idea how I get rid of these messages once and for good. Thanks