I always figured the Japanese assumed the plane in the case of Hiroshima was a reconnaissance plane gathered ground photographs and checking on the weather. As you correctly noted, they didn't have many resources. I'd figure a lone reconnaissance plane would rank pretty low on the list of targets they were trying to intercept.