Student Self-Assessment of Math and Science Ability in High School
http://nces.ed.gov/pubs2016/2016164.pdf
Presents student self-assessments of their ability to do science and math work at two points (9th and 11th grades) in their high school careers. Results are presented by sex. From the National Center for Education Statistics