Certainly there were plenty of Allied scientists who wanted to see if their bomb worked. But there was only enough fissionable material for the two bombs,

You are in error here, there were three bombs in the US arsenal before the end of the war. The first was tested in the US desert. The other two were dropped on Japan. The Allied scientists and the President certainly knew that the bomb worked and what its short term effects would be before it was dropped.