if the software developer had experience with AI
Did these developers not have experience with AI?
and were to start on a new project, without any existing context
I'm not sure focusing on one aspect to scope a reasonable and doable study automatically makes it “really low effort”.
If they were to test a range of project types, it'd have to be a much bigger study.