You are correct, but it seems a bit much to take the author to task about this. Isn't all that you ask for to replace the words "category theory" with "the not

You are correct, but it seems a bit much to take the author to task about this. Isn't all that you ask for to replace the words "category theory" with "the notion of category" throughout the document?