Instead of focusing on grammatical errors that are found to be highly representative of language proficiency, our interest is in capturing the range of forms that surface in language production and the degree of sophistication of such forms, collectively referred to as syntactic complexity in (Ortega, 2003).
the performance drop (around 0.05) resulting from a shallow analysis is relatively small compared to the drop observed while employing a deep syntactic analysis.