“Qualitative Study on the Role of AI-Driven Problem Based Learning in Transforming Biology Classroom for Dual Mandate System in Nigeria” (2026) Federal University Gusau Faculty of Education Journal, 6(6), pp. 334–343. doi:10.64348/zije.2026657.