To determine the final rating of each given unrated essay, we have to map this unscaled model score to the predefined scale, such as an integer from 1 to 6 in a 6 point scale.
after each iteration of MART, essays with higher rating tend to receive a higher model score while essays with lower rating tend to get a lower model score.