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"signal_coef": 0.05, "max_weight": 0.08}}, {"symbol": "000807.SZ", "raw_agg": 0.470836, "final_signal": 0.256561, "target_weight": 0.038369, "experts": {"graham": 0.8116, "research": 0.0, "tech_alpha": 0.5687}, "n_experts": 3, "volatility_20d": 0.036704, "last_price": 25.4, "mwu_weights": {"graham": 0.2998, "event_trade": 0.3002, "tech_alpha": 0.4, "research": 0.0}, "sizing": {"method": "dynamic_signal_vol_entropy_v1", "base_weight": 0.025, "signal_coef": 0.05, "max_weight": 0.08}}], "n_top": 12, "n_tech_in_top": 12, "path": "E:\\market\\data\\strategy\\ensemble\\multihead_latest.json", "attribution": {"mwu": "inspired by imbue-bit/Moses (algorithm reimpl)", "tech_formulas": "AlphaGPT/AlphaMaster ideas in scripts/tech_alpha", "sizing": "Market dynamic_target_weight (signal×vol×experts×entropy)", "tech_coverage": "screen_latest inject + graham/event cross-pool seed score + min_tech seats"}, "cli": {"ensemble": "python E:/market/scripts/tech_alpha/run_multihead_ensemble.py --write-sim --tech-coverage 3", "sim_loop": "python E:/market/scripts/sim/daily_sim_loop.py --mode multihead"}, "advice": "invest_goal_sim_live"}