“Mr. Ballou fell into the last category”(Para.2) means.

Mr. Ballou explained his excuse for not paying, and let author choose some of his books to read for a down payment.

Mr. Ballou didn’t intend to give the payment to the author,and that was why he encouraged the author to choose some of his books as a down payment.