Although he does call it the predicted futures rate, it is in fact the predicted ‘lock-in’ rate. This gives the net effect of converting the transaction at spot together with the profit or loss on the futures deal.
I actually think it is more accurate to use the current futures price to calculate the number of contracts, and if you had done that then you would still get full marks (even though it might result in a slightly different answer).