For subsequent analysis, we only use the classes Error and OK since Unknown was used extremely rarely and never by all 3 experts for the same sentence.
when evaluating the performance of grammatical error detection systems against human judgments, the judgments for each instance are generally reduced to the single most frequent category: Error or OK.