The analysis of the interview data showed a high agreement between experts, teachers and students about the content of mathematical reasoning as presented in our rubric, which supports the validity of the instrument. The levels of reasoning, and how to use reasoning appropriately, are clear to all students. Hence, the rubric contributes considerably to transparency in teaching and evaluations. Some students needed nearly the entire study period to achieve a full understanding of the rubric.