Does this apply to things where it obviously went wrong? E.g. if someone bought a 5lb item, and they pointed out you shipped them a 1lb box-- no refunds even t

Does this apply to things where it obviously went wrong? E.g. if someone bought a 5lb item, and they pointed out you shipped them a 1lb box-- no refunds even then, if they're an undesirable customer?