Flour Shower
Baking soda helps the bread rise and gives it the desired texture; omitting it may result in a dense or flat loaf. If you don't have baking soda or baking powder, you might consider using yeast as a leavening agent, but this would require adjusting the recipe and allowing time for the dough to rise. though the texture may differ from the original recipe.