Oh yeah, all sorts of physical scientists and ancient philosophers kinda knew that fire needed a special ingredient, but had no clue what it was. So some ancient guy said that combustible stuff had an unobservable, flammable substance in it called phlogiston, and people went with it until chemistry got good enough to discover oxygen.