{"standard":"EPC-1","accuracy":{"total_feedbacks":0,"correct_verdicts":0,"accuracy_pct":0,"avg_prediction_error":0,"false_positives":0,"false_negatives":0,"last_updated":"2026-04-25T02:19:31.166Z"},"calibration":{"bias":"calibrated","fp_rate":0,"fn_rate":0,"recommendation":"insufficient_data — need 10+ feedbacks to calibrate"},"note":"Accuracy improves as DEXes/bots report execution outcomes via POST /gate/feedback/:scan_id","issuer":"Flying Whale | zaghmout.btc | ERC-8004 #54"}