Is it unethical to record a TV show and skip through the ads when you watch it if the network would prefer you didn't? If you agree that it is not unethical, then merely the "content owner's" (keep in mind many things people want to scrape are factual information) saying so is not sufficient to make it ethically impermissible to scrape.