Final answer:
The large labor efficiency variance is not prorated to any of the given options at year-end.
Step-by-step explanation:
The large labor efficiency variance is prorated to the following at year-end: no, no, no. This means that the variance is not allocated to the cost of goods sold, work-in-progress (WIP) inventory, or finished goods (FG) inventory.