I was stuck in Geany in fullscreen mode and unable to get out. All the suggestions I found on websites were too complicated (for me). I finally discovered that by depressing the ALT key and the V key, the view menu opens and I was able to uncheck fullscreen mode. Problem solved.

This appears to be the way one sees menus while in fullscreen mode: ALT + , e.g., File Edit View etc.