Since all texts are written by students taking the Cambridge First exam, the proficiency levels of the authors are less heterogeneous than in the MERLIN corpus, where texts of all CEFR levels are included.
the models and features may not be able to predict the fine-grained scores of a more homogeneous dataset with regard to the levels of the writers.