Reproducibility materials for Which Missing Estimate Should an AI Assistant Request? A Synthetic Budget-Decision Evaluation

This deposit contains the saved study files and responses for a synthetic three-branch budget-decision evaluation. It includes the original no-fee results, a separate cost-aware follow-up, the failed follow-up attempt and numerical diagnostic, scoring verification code, and an audit of invalid responses. The README explains how to check archive integrity and reproduce the recorded scores without rerunning the models. The dollar amounts are simulated decision values, not observed business losses. The original study and follow-up differ in design and should be interpreted separately.