Hybrid Retrieval-Augmented Generation for Scientific Knowledge Discovery: Toward Grounded, Cross-Disciplinary Synthesis in the Era of Large Language Models. J. Sci. Tech and Soc Transformation 2025, 1 (04), 54-63. https://doi.org/10.64235/eq1x9w93.