I agree, there are variables, lots and lots of them, so you will never know with certainty, but that shouldn't prevent you from trying because it will probably get you closer to useful forecasts than those who don't go through the same exercise. There are many owners besides myself who have "formulas" for translating ratings into production. They are not meant to be perfect, they're meant to land you somewhere in the fat part of the bell curve.