What is the BBC Samuel Johnson Prize for Non-Fiction?

Andrew Graham Dixon asks industry figures and winners past, just what exactly is the BBC Samuel Johnson Prize for Non-Fiction? He visits Samuel Johnson's house in London, the historic location where Johnson started to write the first ever dictionary.