I got the same problem.
I use a very old theme which has no featured image support. And I add the php code as tjonkman1978 said. After that, in edit page, I can set the book cover, but in post view page, it still missing.
I can not find post template in theme’s scripts. Would you please point a way for me? Thanks!
