Please consider running your study on students in their final year of secondary education. I'd be interested in relations between GPA, decision to pursue post-secondary education, and the metacognitive gender bias that you document here.

We’d love to do that! It would be really interesting to do this and look at educational outcomes coupled with confidence feedback.