Any person giving any kind of exhibition, not prohibited by law, in a permanent building in the urban county, to which an admission fee is charged, shall pay the license fee provided in section 13-13; but, notwithstanding any such payment, the mayor shall have the power to revoke any such license whenever he shall deem the entertainment or exhibition a nuisance or any way hurtful or offensive to public morals.