What does "no great shakes" mean?

Nothing out of the ordinary, mediocre, as in I'm afraid the new pitcher is no great shakes, or What I did with this decorating project was no great shakes. This term possibly alludes to the shaking of dice, which most often yields a mediocre result, but there is no evidence to support this theory. [Early 1800s]