This book is available online.

Click here to reach the Internet Archive page for The Pupils of St John the Divine.

This book is a Google scan of a Bodleian copy.
The book is out of copyright but Google Books has not yet made the PDF downloadable.

Click here for a list of formats which you can download (includes a PDF)