A program reports a text as generated and the student is accused without discussion. I propose not to treat the result as self-sufficient evidence.
In the example, the teacher examines the process, versions and explanation of the contents. A detection system requires knowing its limits and appropriate use.
Verification must be respectful and allow for response. Designing tasks that make the route visible may be more useful than an automatic classification applied only to the final delivery.