If I am trying to reverse engineer a bread recipe, and find CO2, I will have confirmed yeast may have been used.

It's logically equivalent to "Scientists confirmed yeast could not be ruled out." That happens all the time. There is absolutely nothing to be bothered by. Running an experiment and getting a maybe is important and valid scientific information.