Understanding Virality: A Rubric based Vision-Language Model Framework for Short-Form Edutainment Evaluation. - Arnav Gupta; Gurekas Singh Sahney; Hardik Rathi; Abhishek Chandwani; Ishaan Gupta; Pratik Narang; Dhruv Kumar 001 (CoRR, 2025)