Okay, I have fixed this.
Here is the solution for anyone who needs it.
The theme is full width by default, so if you have a sidebar the solutions is this:
Admin panel > Themes > Customise > Widgets > Sidebar
^ now empty the sidebar widget completely, and the sidebar will disappear from posts.
