Lobo, Jamilla, Lenon Anthony, Andreza Falcão, Cleon Xavier, Newarney Torrezão, Seiji Isotani, Ig Ibert, Luiz Rodrigues, and Rafael Mello. " Automatic Scoring of Elementary School Essays in Brazilian Portuguese with LLMs: Comparing Gemini, GPT-4o, Claude, and Mistral." Anais do XXXVI Simpósio Brasileiro de Informática na Educação, Curitiba/PR, 2025. SBC, 2025, pp.167-180.