This happened because for some harmful entries the harmfulness score could not be calculated highly enough due to the fact that the score calculation is more strict (Precision-oriented) in the proposed method.
although Recall is slightly higher in the baseline for large thresholds, the Recall is higher for the proposed method for small and medium thresholds, with the Precision being constantly higher for the proposed method.