Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge. - Heegyu Kim; Taeyang Jeon; Seungtaek Choi; Jihoon Hong; Dongwon Jeon; Ga-Yeon Baek; Gyeong-Won Kwak; Dong-Hee Lee; Jisu Bae; Chihoon Lee; Yoon-Seo Kim; Seon-Jin Choi; et al. (CIKM, 2025)