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; Sungbum Cho; Ga-Yeon Baek; Kyung-Won Kwak; Dong-Hee Lee; Sun-Jin Choi; Jisu Bae; Chihoon Lee; et al. (CoRR, 2025)