```json
{
    "step1_data": {
        "trend": "Clear downtrend",
        "volume_comparison": "much_higher",
        "near_key_level": true
    },
    "step2_validation": {
        "pattern_specific_test": "fail",
        "test_details": "The pattern is identified as a hammer, but it does not occur after at least 3 consecutive red candles. Also, the lower wick doesn't appear to constitute >60% of the total candle range."
    },
    "step3_scores": {
        "trend_score": 8,
        "pattern_score": 2,
        "volume_score": 7,
        "structure_score": 6
    },
    "verdict": "BEARISH",
    "confidence": 0.58,
    "reasoning": "The trend is clearly bearish and the volume is high, but the hammer pattern is not validated, leading to a bearish bias with low confidence.",
    "improvement_needed": "Confirmation of the hammer pattern with proper criteria and subsequent bearish price action would increase confidence."
}
```