Hey, yes, it is a guessing mini game in reference to Harvest Moon's Harvest Goddess Game Show!
The more you get right in a row, the better your reward, so it is all about taking risks or playing it safe and claiming your reward.
There's no game-over screen, so don't worry if you get unlucky :)