yeast uses glycolysis and alcohol fermentation to break down sugars in dough then it releases alcohol and carbon dioxide as waste and the carbon dioxide gas causes the bread to rise
They will not mix because the oil does not have a chemical charge large enough to break the hydrogen bonds between the water molecules.