Slight Typo when cross-referencing in book

[lizdotsh]

In section 7.5 of the book there is a bookdown cross-reference (@ref{fig:qob2}) that doesn't get rendered. I am fairy sure it is because you used curly brackets instead of parentheses but can't see the source code so not sure.

(also, thank you so much this book has been a lifesaver)