Right now it doesn't seem to be possible to "click" the "More results" button by simply pressing "Arrow down" on the keyboard while the last search result is selected and then pressing enter.
For me this would be the natural way to load those additional results.
On top of that it might be even more convenient to load more results when just pressing "Arrow down" on the keyboard while the last search result is selected.