I originally thought it would be が also, but I looked up 届く at Jim Breen's WWWJDC, and the example sentences showed が being used for most statements, and は for most questions.
Maybe が would be used in the question if I had sent many items, and I wanted to know specifically if it was the book that she received?
How's my reasoning on this?