As long as we're training algorithms to recognize correlates of "high-quality writing" rather than high-quality writing itself, why not use as many predictive features as possible? I'll bet parental income and education level, average home price in the school district, and the percentage of students at the school receiving free or reduced-price lunches, are incredibly correlated with writing quality.