Sorry, but Kokura would have got the drop had the clouds not covered it when Fat Boy got there. It was the primary target.
So let us consider for a moment the What if. If Kokura been the target it would have been equally an immoral and godless act which the Catholic Church would have condemned and which would have brought shame on the glorious name of the USA.