Nuraini, Salma Mardhiyah, Nahadi Nahadi, and Soja Siti Fatimah. 2026. “Electronic Portfolio Assessment for Metacognitive Development in Chemistry: Needs Analysis and Conceptual Framework for AI-Enhanced Implementation”. Journal of Counseling, Education and Society 7 (1):178-86. https://doi.org/10.29210/08jces687000.