Looking into POS diversity and parser label diversity as shown in  Table 4: Accuracy from 10-folds cross validation using all features diversity; 0.37 for syntax labels diversity).
this feature may correlate with review length, which is considerably higher for experts (362 words) than for laymen (107 words).