I can confirm this bug, using a 2560x1440 monitor. It doesn't have to do with just height, it only happens when the total amount of thumbnails don't fill your screen all the way to the bottom, leaving that small gap.
There's a workaround though, you can resize your browser's window and virtually remove the gap manually. That will get the trigger to actually Load more Results.
Customer support service by UserEcho