AI RESEARCH
LLM Predictive Scoring and Validation: Inferring Experience Ratings from Unstructured Text
arXiv CS.CL
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ArXi:2604.14321v1 Announce Type: new We tasked GPT-4.1 to read what baseball fans wrote about their game-day experience and predict the overall experience rating each fan gave on a 0-10 survey scale. The model received only the text of a single open-ended response. These AI predictions were compared with the actual experience ratings captured by the survey instrument across approximately 10,000 fan responses from five Major League Baseball teams.