Toward Reproducible Research with LLMs: Guidance for Documentation, Reporting, and Transparency

Large Language Models (LLMs) are increasingly integrated into scientific research workflows across many disciplines, creating new opportunities for literature review, research design, data analysis, simulation, coding, automation, and other forms of scientific inquiry. Their growing use also creates