By thresholding our results to only trust predictions in which the ranker reported a high ranking value for the top term, we were able to examine the precision at different recall levels.
if the top ranked term does not meet the threshold, we simply do not predict an intended term for that instance, hurting recall but hopefully improving precision by removing instances that we are not confident about.