```json { "step1_data": { "trend": "Clear downtrend", "volume_comparison": "lower", "near_key_level": false }, "step2_validation": { "pattern_specific_test": "fail", "test_details": "The lower wick does not constitute >60% of the total candle range, and there are not at least 3 consecutive red candles before the hammer." }, "step3_scores": { "trend_score": 8, "pattern_score": 2, "volume_score": 3, "structure_score": 5 }, "verdict": "NEUTRAL", "confidence": 0.45, "reasoning": "The pattern fails validation, and the volume is lower than the previous candles, leading to a neutral verdict despite the downtrend.", "improvement_needed": "Confirmation of the downtrend with increased volume on subsequent bearish candles would increase confidence." } ```