{
    "training_dataset": "json\\synthetic_preference_training.jsonl",
    "solver_weights": "json\\active_preference_weights_example.json",
    "transcript": [
        {
            "question": "如果只能先顧好風險控制或抗跌與回撤控制其中一邊，您直覺上會比較在意哪一個？",
            "answer": "我主要想讓資產長期成長，短期波動可以忍受一點。",
            "ready_for_optimization": false
        },
        {
            "question": "如果只能先顧好抗跌與回撤控制或風險控制其中一邊，您直覺上會比較在意哪一個？",
            "answer": "我會在意市場新聞和外界評價，不想買負面消息太多的標的。",
            "ready_for_optimization": false
        },
        {
            "question": "如果只能先顧好抗跌與回撤控制或風險控制其中一邊，您直覺上會比較在意哪一個？",
            "answer": "遇到大跌時，我希望最大虧損不要太深。",
            "ready_for_optimization": false
        }
    ],
    "state": {
        "main_mu": {
            "Return": 0.1770213697985457,
            "Risk": 0.34614272128958895,
            "Cost": 0.07385509799373298,
            "Liquidity": 0.07385509799373298,
            "Diversification": 0.07385509799373298,
            "Sentiment": 0.2552706149306665
        },
        "main_sigma": {
            "Return": 0.9023974627555281,
            "Risk": 0.7945004273214784,
            "Cost": 1.0,
            "Liquidity": 1.0,
            "Diversification": 1.0,
            "Sentiment": 0.83593863378125
        },
        "sub_mu": {
            "Return": {
                "Return_CAGR": 0.5294239443214411,
                "Return_Div": 0.470576055678559
            },
            "Risk": {
                "Risk_Vol": 0.4778868757854307,
                "Risk_MaxDD": 0.5221131242145693
            },
            "Cost": {
                "Cost_ExpRatio": 1.0
            },
            "Liquidity": {
                "Liq_Volume": 0.5,
                "Liq_AUM": 0.5
            },
            "Diversification": {
                "Div_Score": 1.0
            },
            "Sentiment": {
                "FinBERT_score": 1.0
            }
        },
        "sub_sigma": {
            "Return": {
                "Return_CAGR": 0.93121975,
                "Return_Div": 1.0
            },
            "Risk": {
                "Risk_Vol": 0.93121975,
                "Risk_MaxDD": 0.887965
            },
            "Cost": {
                "Cost_ExpRatio": 1.0
            },
            "Liquidity": {
                "Liq_Volume": 1.0,
                "Liq_AUM": 1.0
            },
            "Diversification": {
                "Div_Score": 1.0
            },
            "Sentiment": {
                "FinBERT_score": 0.882575
            }
        },
        "turn": 3,
        "history": [
            {
                "turn": 1,
                "source_text": "我主要想讓資產長期成長，短期波動可以忍受一點。",
                "evidence": {
                    "Return": 0.45,
                    "Risk": 0.45,
                    "Cost": 0.0,
                    "Liquidity": 0.0,
                    "Diversification": 0.0,
                    "Sentiment": 0.0,
                    "Return_CAGR": 0.45,
                    "Return_Div": 0.0,
                    "Risk_Vol": 0.45,
                    "Risk_MaxDD": 0.0,
                    "Cost_ExpRatio": 0.0,
                    "Liq_Volume": 0.0,
                    "Liq_AUM": 0.0,
                    "Div_Score": 0.0,
                    "FinBERT_score": 0.0
                },
                "confidence": 0.794,
                "notes": [
                    "Return: keyword_hits=1",
                    "Risk: keyword_hits=1",
                    "Return_CAGR: keyword_hits=1",
                    "Risk_Vol: keyword_hits=1"
                ]
            },
            {
                "turn": 2,
                "source_text": "我會在意市場新聞和外界評價，不想買負面消息太多的標的。",
                "evidence": {
                    "Return": 0.0,
                    "Risk": 0.0,
                    "Cost": 0.0,
                    "Liquidity": 0.0,
                    "Diversification": 0.0,
                    "Sentiment": 1.0,
                    "Return_CAGR": 0.0,
                    "Return_Div": 0.0,
                    "Risk_Vol": 0.0,
                    "Risk_MaxDD": 0.0,
                    "Cost_ExpRatio": 0.0,
                    "Liq_Volume": 0.0,
                    "Liq_AUM": 0.0,
                    "Div_Score": 0.0,
                    "FinBERT_score": 1.0
                },
                "confidence": 0.61,
                "notes": [
                    "Sentiment: keyword_hits=3",
                    "FinBERT_score: keyword_hits=3"
                ]
            },
            {
                "turn": 3,
                "source_text": "遇到大跌時，我希望最大虧損不要太深。",
                "evidence": {
                    "Return": 0.0,
                    "Risk": 0.65,
                    "Cost": 0.0,
                    "Liquidity": 0.0,
                    "Diversification": 0.0,
                    "Sentiment": 0.0,
                    "Return_CAGR": 0.0,
                    "Return_Div": 0.0,
                    "Risk_Vol": 0.0,
                    "Risk_MaxDD": 1.0,
                    "Cost_ExpRatio": 0.0,
                    "Liq_Volume": 0.0,
                    "Liq_AUM": 0.0,
                    "Div_Score": 0.0,
                    "FinBERT_score": 0.0
                },
                "confidence": 0.5820000000000001,
                "notes": [
                    "Risk: keyword_hits=1",
                    "Risk_MaxDD: keyword_hits=2"
                ]
            }
        ],
        "solver_mu": {
            "Return_CAGR": 0.0937193518279305,
            "Return_Div": 0.08330201797061522,
            "Risk_Vol": 0.16541706365294873,
            "Risk_MaxDD": 0.1807256576366402,
            "Cost_ExpRatio": 0.07385509799373297,
            "Liq_Volume": 0.03692754899686648,
            "Liq_AUM": 0.03692754899686648,
            "Div_Score": 0.07385509799373297,
            "FinBERT_score": 0.25527061493066644
        },
        "solver_sigma": {
            "Return_CAGR": 0.93121975,
            "Return_Div": 1.0,
            "Risk_Vol": 0.93121975,
            "Risk_MaxDD": 0.887965,
            "Cost_ExpRatio": 1.0,
            "Liq_Volume": 1.0,
            "Liq_AUM": 1.0,
            "Div_Score": 1.0,
            "FinBERT_score": 0.882575
        }
    }
}