Bridging human and machine scoring in experimental assessments of writing: tools, tips, and lessons learned from a field trial in education

It is argued that a rich array of findings move us from “it worked” to “ it worked because” by revealing how observed improvements in writing were likely due, in part, to the students having learned to marshal evidence and speak with more authority.