paper_type.json (304B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper reports quantitative experimental results testing FoamPilot (an LLM agent) on FireFOAM tasks with measured success rates across complexity levels, where the primary contribution is understanding the agent's performance and identifying bottlenecks." 4 }