Pilot Research Experiment

Result: ○ Not tested. No human-reviewed physical dataset exists. A future run must pin dataset and annotation versions, use a session-aware split and two feature groups, and export confusion/error/reproducibility/research reports labeled Pilot Physical Dataset — Not Statistically Validated.