Inhibited acid attacks the scale and leaves the metal, up to a point
Descaling chemistry is acid plus a corrosion inhibitor, and the inhibitor is what makes it viable. It adsorbs onto exposed metal and slows attack on it while the acid continues to dissolve the deposit. That protection is not unlimited. It depends on the inhibitor being right for that metal, on temperature staying within range, and on the acid not being left in far longer than intended. Uninhibited acid, or the wrong inhibitor, removes scale and tube wall at similar rates.
