Few things... make sure you have a sitemap that is always upto date and submitted to search engines - this will encourage them to view your content first and recognise it as belonging to your domain.
In addition to this put links in your content to other parts of your site, if it gets scraped it will probably be with the links in it and so anyone actually wanting real content can get through.
If there are thousands from the same domain coming to your site, disavow the base url and also report that url for spam (it's your copyright). In fact if you notice a small site scraping you, do that after you've tried to contact them.
If this still doesn't stop them look at your logs and see where their crawlers are coming from and block their IP's.
On one of my old site I blocked the whole of China at one point because it was constantly being barraged by scrapers and people trying to guess account passwords.
Hope that helps