Filtering of incorrect submissions was done in cases where the response to a text comment made it clear that the student was definitely describing a different course (ie, had selected the wrong acronym under 'Course name'). For example, you can see that the results for IRR are filtered with doesn't contain "Murray" (Iain Murray pointed out this was a mistaken selection of IRR instead of IT, Iain having no involvement with IRR).