This is just a hypothesis, but maybe for viewability for ads? There's a big controversy among advertisers/publishers over the difference between "was my ad shown" and "was my ad seen." Clicking Read More at least says you're going to look a little down the page. Some evidence for it is that right below the "Read More" button, there's usually an annoying little ad square.