Further, I'm dismayed that the author attempts to dilute the intellectual capacity as an ingredient in formulating "genius". Name a true genius and I will name you someone who knew their field intimately. It's simply not the only ingredient.
Instead, I would credit perspective. Alan Kay's "point of view". A genius has a way of going down a path where no one else has ventured before, and does so for personal motives. Most geniuses don't try to be geniuses, as much as chase a star only seen by them.
When Beethoven found he was losing his hearing, he wrote a letter to his brothers called the Heiligenstadt Testament, and said, "... but little more and I would have put an end to my life - only art it was that withheld me, ah it seemed impossible to leave the world until I had produced all that I felt called upon me to produce"