Based on the tables provided, here is a summary of the key findings:
1. A chi-square test of independence found a significant association between gender and grade (p < 0.01).
2. Most male students (83.9%) received grades of B or lower, while most female students (88.1%) received grades of A or B+.
3. This suggests that female students generally performed better than male students.
4. The Cramer's V value of 0.373 indicates a moderate strength of association between gender and grade.
In summary, the results show that gender is significantly related to grade, with female students tending to achieve higher grades.