Whenever, in relation to any factory, it appears, on taking stock of excisable goods manufactured and material by an officer, that duty has not been paid on the full quantity of excisable goods on which duty ought to have been paid, the licensed manufacturer shall forthwith pay to the Collector the amount of the deficiency unless such deficiency is accounted for to the satisfaction of the Collector.