{
  "generated_at": "2026-09-23T13:58:03.075625+00:00",
  "schema": "empire.research_candidate_pool.v1",
  "advice": "invest_goal_pre_sim",
  "regime_vol_mult": 0.55,
  "counts": {
    "riv": 20,
    "structured_union": 156,
    "hard_intersection": 5,
    "structured_watch": 78,
    "riv_only": 15
  },
  "hard_intersection": [
    {
      "code": "600064",
      "symbol": "600064.SH",
      "name": "XD南京高",
      "price": 7.3,
      "pe": 6.9,
      "pb": 0.64,
      "riv": 10.878,
      "margin_of_safety": 0.3289,
      "roe": 0.0959,
      "roe_method": "fy_annual",
      "debt_asset_ratio": 46.8769381391,
      "belief_score": 3.0664,
      "composite_z": 1.7117,
      "n_strategies": 2,
      "strategies_hit": [
        "graham_defensive_value",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "structured_sources": [
        "graham_defensive_value",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "blend_score": 2.1457,
      "suggested_active_weight": 0.0358,
      "regime_vol_mult": 0.55,
      "tier": "hard_intersection",
      "status": "research_candidate"
    },
    {
      "code": "002582",
      "symbol": "002582.SZ",
      "name": "好想你",
      "price": 9.31,
      "pe": 4.655,
      "pb": 0.815,
      "riv": 20.404,
      "margin_of_safety": 0.5437,
      "roe": 0.2242,
      "roe_method": "fy_annual",
      "debt_asset_ratio": 31.9776502852,
      "belief_score": null,
      "composite_z": 1.6407,
      "n_strategies": 0,
      "strategies_hit": [
        "graham_defensive_value"
      ],
      "structured_sources": [
        "graham_defensive_value"
      ],
      "blend_score": 1.6976,
      "suggested_active_weight": 0.0275,
      "regime_vol_mult": 0.55,
      "tier": "hard_intersection",
      "status": "research_candidate"
    },
    {
      "code": "688648",
      "symbol": "688648.SH",
      "name": "中邮科技",
      "price": 29.03,
      "pe": 6.297,
      "pb": 1.832,
      "riv": 54.627,
      "margin_of_safety": 0.4686,
      "roe": 0.287,
      "roe_method": "fy_annual",
      "debt_asset_ratio": 36.4652745116,
      "belief_score": null,
      "composite_z": 0.8108,
      "n_strategies": 0,
      "strategies_hit": [
        "xiaoxing_good_company_finance"
      ],
      "structured_sources": [
        "xiaoxing_good_company_finance"
      ],
      "blend_score": 1.3399,
      "suggested_active_weight": 0.0275,
      "regime_vol_mult": 0.55,
      "tier": "hard_intersection",
      "status": "research_candidate"
    },
    {
      "code": "920187",
      "symbol": "920187.BJ",
      "name": "通领科技",
      "price": 18.61,
      "pe": 5.908,
      "pb": 1.321,
      "riv": 28.36,
      "margin_of_safety": 0.3438,
      "roe": 0.1762,
      "roe_method": "fy_annual",
      "debt_asset_ratio": 19.4919681722,
      "belief_score": null,
      "composite_z": 1.0731,
      "n_strategies": 0,
      "strategies_hit": [
        "quality_value_composite"
      ],
      "structured_sources": [
        "quality_value_composite"
      ],
      "blend_score": 1.1559,
      "suggested_active_weight": 0.0275,
      "regime_vol_mult": 0.55,
      "tier": "hard_intersection",
      "status": "research_candidate"
    },
    {
      "code": "688332",
      "symbol": "688332.SH",
      "name": "中科蓝讯",
      "price": 91.88,
      "pe": 7.82,
      "pb": 3.106,
      "riv": 133.293,
      "margin_of_safety": 0.3107,
      "roe": 0.2681,
      "roe_method": "fy_annual",
      "debt_asset_ratio": 7.0993786238,
      "belief_score": null,
      "composite_z": 0.845,
      "n_strategies": 0,
      "strategies_hit": [
        "xiaoxing_good_company_finance"
      ],
      "structured_sources": [
        "xiaoxing_good_company_finance"
      ],
      "blend_score": 1.0326,
      "suggested_active_weight": 0.0275,
      "regime_vol_mult": 0.55,
      "tier": "hard_intersection",
      "status": "research_candidate"
    }
  ],
  "structured_watch": [
    {
      "code": "000623",
      "symbol": "000623.SZ",
      "name": "吉林敖东",
      "price": 18.06,
      "pe": 8.846,
      "pb": 0.686,
      "belief_score": 3.9371,
      "composite_z": 2.0565,
      "structured_sources": [
        "graham_defensive_value",
        "graham_deep_value_netnet",
        "quality_value_composite",
        "marks_cycle_credit_positioning",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.0138,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "600694",
      "symbol": "600694.SH",
      "name": "大商股份",
      "price": 14.62,
      "pe": 10.296,
      "pb": 0.606,
      "belief_score": 3.7153,
      "composite_z": 1.7289,
      "structured_sources": [
        "graham_defensive_value",
        "quality_value_composite",
        "xiaoxing_good_company_finance",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.011,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "600668",
      "symbol": "600668.SH",
      "name": "尖峰集团",
      "price": 7.22,
      "pe": 7.233,
      "pb": 0.544,
      "belief_score": 3.5065,
      "composite_z": 1.7768,
      "structured_sources": [
        "graham_defensive_value",
        "graham_deep_value_netnet",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.011,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "600598",
      "symbol": "600598.SH",
      "name": "北大荒",
      "price": 11.36,
      "pe": 17.317,
      "pb": 2.353,
      "belief_score": 3.3898,
      "composite_z": 2.14,
      "structured_sources": [
        "stickney_accrual_quality",
        "quality_value_composite",
        "xiaoxing_good_company_finance",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.011,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "600717",
      "symbol": "600717.SH",
      "name": "天津港",
      "price": 4.23,
      "pe": 12.441,
      "pb": 0.599,
      "belief_score": 2.7525,
      "composite_z": 1.8023,
      "structured_sources": [
        "graham_defensive_value",
        "graham_deep_value_netnet",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.011,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "601006",
      "symbol": "601006.SH",
      "name": "大秦铁路",
      "price": 4.71,
      "pe": 15.7,
      "pb": 0.563,
      "belief_score": 2.4824,
      "composite_z": 1.9464,
      "structured_sources": [
        "graham_defensive_value",
        "graham_deep_value_netnet",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.011,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "600033",
      "symbol": "600033.SH",
      "name": "福建高速",
      "price": 3.55,
      "pe": 10.275,
      "pb": 0.774,
      "belief_score": 2.287,
      "composite_z": 1.4651,
      "structured_sources": [
        "graham_defensive_value",
        "graham_deep_value_netnet",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.011,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "603518",
      "symbol": "603518.SH",
      "name": "XD锦泓集",
      "price": 7.79,
      "pe": 11.803,
      "pb": 0.7,
      "belief_score": 3.3254,
      "composite_z": 1.7656,
      "structured_sources": [
        "graham_defensive_value",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.0083,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "600757",
      "symbol": "600757.SH",
      "name": "长江传媒",
      "price": 7.69,
      "pe": 9.155,
      "pb": 0.902,
      "belief_score": 2.4457,
      "composite_z": 1.5428,
      "structured_sources": [
        "graham_defensive_value",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.0083,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "600018",
      "symbol": "600018.SH",
      "name": "上港集团",
      "price": 5.17,
      "pe": 8.857,
      "pb": 0.828,
      "belief_score": 2.2563,
      "composite_z": 1.4903,
      "structured_sources": [
        "graham_defensive_value",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.0083,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "300970",
      "symbol": "300970.SZ",
      "name": "华绿生物",
      "price": 15.86,
      "pe": 17.054,
      "pb": 1.442,
      "belief_score": 2.0279,
      "composite_z": 1.4557,
      "structured_sources": [
        "graham_defensive_value",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "suggested_active_weight": 0.0083,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "688095",
      "symbol": "688095.SH",
      "name": "福昕软件",
      "price": 51.79,
      "pe": 154.229,
      "pb": 1.8,
      "belief_score": null,
      "composite_z": 2.6674,
      "structured_sources": [
        "penman_operating_quality",
        "growth_quality_blend"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "002566",
      "symbol": "002566.SZ",
      "name": "益盛药业",
      "price": 6.34,
      "pe": 72.374,
      "pb": 0.934,
      "belief_score": null,
      "composite_z": 2.6658,
      "structured_sources": [
        "penman_operating_quality",
        "growth_quality_blend"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "688193",
      "symbol": "688193.SH",
      "name": "仁度生物",
      "price": 44.23,
      "pe": 170.115,
      "pb": 1.929,
      "belief_score": null,
      "composite_z": 2.6283,
      "structured_sources": [
        "penman_operating_quality",
        "growth_quality_blend"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "000036",
      "symbol": "000036.SZ",
      "name": "华联控股",
      "price": 4.15,
      "pe": 83.0,
      "pb": 1.133,
      "belief_score": null,
      "composite_z": 2.5885,
      "structured_sources": [
        "penman_operating_quality",
        "growth_quality_blend"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "603608",
      "symbol": "603608.SH",
      "name": "天创时尚",
      "price": 22.08,
      "pe": 552.0,
      "pb": 8.574,
      "belief_score": null,
      "composite_z": 2.5616,
      "structured_sources": [
        "penman_operating_quality",
        "growth_quality_blend"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "002177",
      "symbol": "002177.SZ",
      "name": "御银股份",
      "price": 5.06,
      "pe": 297.647,
      "pb": 2.245,
      "belief_score": null,
      "composite_z": 2.4871,
      "structured_sources": [
        "graham_bond_like_coverage",
        "marks_cycle_credit_positioning"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "688075",
      "symbol": "688075.SH",
      "name": "安旭生物",
      "price": 29.06,
      "pe": 52.836,
      "pb": 0.717,
      "belief_score": null,
      "composite_z": 2.462,
      "structured_sources": [
        "graham_deep_value_netnet",
        "penman_operating_quality"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "301281",
      "symbol": "301281.SZ",
      "name": "科源制药",
      "price": 39.61,
      "pe": 264.067,
      "pb": 3.081,
      "belief_score": null,
      "composite_z": 2.4539,
      "structured_sources": [
        "penman_operating_quality",
        "growth_quality_blend"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "000915",
      "symbol": "000915.SZ",
      "name": "华特达因",
      "price": 25.45,
      "pe": 11.162,
      "pb": 2.007,
      "belief_score": null,
      "composite_z": 2.376,
      "structured_sources": [
        "graham_bond_like_coverage",
        "marks_cycle_credit_positioning"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "603508",
      "symbol": "603508.SH",
      "name": "思维列控",
      "price": 21.95,
      "pe": 15.034,
      "pb": 2.009,
      "belief_score": null,
      "composite_z": 2.3736,
      "structured_sources": [
        "graham_bond_like_coverage",
        "marks_cycle_credit_positioning"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "002773",
      "symbol": "002773.SZ",
      "name": "康弘药业",
      "price": 22.04,
      "pe": 17.492,
      "pb": 2.114,
      "belief_score": null,
      "composite_z": 2.3684,
      "structured_sources": [
        "graham_bond_like_coverage",
        "marks_cycle_credit_positioning"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "688093",
      "symbol": "688093.SH",
      "name": "世华科技",
      "price": 27.5,
      "pe": 18.456,
      "pb": 2.686,
      "belief_score": null,
      "composite_z": 2.3665,
      "structured_sources": [
        "graham_bond_like_coverage",
        "marks_cycle_credit_positioning"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "605198",
      "symbol": "605198.SH",
      "name": "安德利",
      "price": 51.25,
      "pe": 53.385,
      "pb": 6.004,
      "belief_score": null,
      "composite_z": 2.3611,
      "structured_sources": [
        "graham_bond_like_coverage",
        "marks_cycle_credit_positioning"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "002033",
      "symbol": "002033.SZ",
      "name": "丽江股份",
      "price": 8.27,
      "pe": 21.287,
      "pb": 1.731,
      "belief_score": null,
      "composite_z": 2.3594,
      "structured_sources": [
        "graham_bond_like_coverage",
        "marks_cycle_credit_positioning"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "300755",
      "symbol": "300755.SZ",
      "name": "华致酒行",
      "price": 11.15,
      "pe": -12.389,
      "pb": 1.656,
      "belief_score": null,
      "composite_z": 1.7198,
      "structured_sources": [
        "stickney_accrual_quality",
        "xiaoxing_good_company_finance"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "301026",
      "symbol": "301026.SZ",
      "name": "浩通科技",
      "price": 17.01,
      "pe": 15.324,
      "pb": 2.224,
      "belief_score": null,
      "composite_z": 1.6455,
      "structured_sources": [
        "stickney_accrual_quality",
        "xiaoxing_good_company_finance"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "002818",
      "symbol": "002818.SZ",
      "name": "富森美",
      "price": 10.62,
      "pe": 14.351,
      "pb": 1.33,
      "belief_score": null,
      "composite_z": 1.6365,
      "structured_sources": [
        "graham_defensive_value",
        "marks_cycle_credit_positioning"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "601008",
      "symbol": "601008.SH",
      "name": "连云港",
      "price": 4.33,
      "pe": 30.929,
      "pb": 1.27,
      "belief_score": null,
      "composite_z": 1.56,
      "structured_sources": [
        "stickney_accrual_quality",
        "xiaoxing_good_company_finance"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    },
    {
      "code": "603237",
      "symbol": "603237.SH",
      "name": "五芳斋",
      "price": 13.93,
      "pe": 22.111,
      "pb": 1.686,
      "belief_score": null,
      "composite_z": 1.545,
      "structured_sources": [
        "stickney_accrual_quality",
        "xiaoxing_good_company_finance"
      ],
      "suggested_active_weight": 0.0055,
      "regime_vol_mult": 0.55,
      "tier": "structured_watch",
      "status": "research_watchlist"
    }
  ],
  "riv_only": [
    {
      "code": "002612",
      "symbol": "002612.SZ",
      "name": "朗姿股份",
      "price": 11.92,
      "margin_of_safety": 0.5614,
      "riv": 27.177,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "300533",
      "symbol": "300533.SZ",
      "name": "冰川网络",
      "price": 13.91,
      "margin_of_safety": 0.4656,
      "riv": 26.027,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "000913",
      "symbol": "000913.SZ",
      "name": "钱江摩托",
      "price": 10.83,
      "margin_of_safety": 0.3664,
      "riv": 17.092,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "920029",
      "symbol": "920029.BJ",
      "name": "开发科技",
      "price": 31.81,
      "margin_of_safety": 0.4007,
      "riv": 53.078,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "601717",
      "symbol": "601717.SH",
      "name": "中创智领",
      "price": 14.73,
      "margin_of_safety": 0.3376,
      "riv": 22.237,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "600861",
      "symbol": "600861.SH",
      "name": "北京人力",
      "price": 12.91,
      "margin_of_safety": 0.2697,
      "riv": 17.678,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "300724",
      "symbol": "300724.SZ",
      "name": "捷佳伟创",
      "price": 53.81,
      "margin_of_safety": 0.2462,
      "riv": 71.385,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "600873",
      "symbol": "600873.SH",
      "name": "梅花生物",
      "price": 8.53,
      "margin_of_safety": 0.2406,
      "riv": 11.233,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "002608",
      "symbol": "002608.SZ",
      "name": "江苏国信",
      "price": 7.07,
      "margin_of_safety": 0.2421,
      "riv": 9.328,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "600720",
      "symbol": "600720.SH",
      "name": "中交设计",
      "price": 5.21,
      "margin_of_safety": 0.2262,
      "riv": 6.733,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "600582",
      "symbol": "600582.SH",
      "name": "天地科技",
      "price": 4.78,
      "margin_of_safety": 0.2151,
      "riv": 6.09,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "000651",
      "symbol": "000651.SZ",
      "name": "格力电器",
      "price": 39.95,
      "margin_of_safety": 0.1975,
      "riv": 49.779,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "920003",
      "symbol": "920003.BJ",
      "name": "中诚咨询",
      "price": 16.7,
      "margin_of_safety": 0.2343,
      "riv": 21.81,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "920112",
      "symbol": "920112.BJ",
      "name": "巴兰仕",
      "price": 15.33,
      "margin_of_safety": 0.2296,
      "riv": 19.898,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    },
    {
      "code": "002091",
      "symbol": "002091.SZ",
      "name": "江苏国泰",
      "price": 7.35,
      "margin_of_safety": 0.1924,
      "riv": 9.101,
      "suggested_active_weight": 0.0275,
      "tier": "riv_only",
      "status": "research_watchlist"
    }
  ],
  "summary": {
    "best_hard": {
      "code": "600064",
      "symbol": "600064.SH",
      "name": "XD南京高",
      "price": 7.3,
      "pe": 6.9,
      "pb": 0.64,
      "riv": 10.878,
      "margin_of_safety": 0.3289,
      "roe": 0.0959,
      "roe_method": "fy_annual",
      "debt_asset_ratio": 46.8769381391,
      "belief_score": 3.0664,
      "composite_z": 1.7117,
      "n_strategies": 2,
      "strategies_hit": [
        "graham_defensive_value",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "structured_sources": [
        "graham_defensive_value",
        "quality_value_composite",
        "dalio_belief_ensemble"
      ],
      "blend_score": 2.1457,
      "suggested_active_weight": 0.0358,
      "regime_vol_mult": 0.55,
      "tier": "hard_intersection",
      "status": "research_candidate"
    },
    "gross_hard_weight": 0.1458,
    "note": "hard = RIV quality ∩ structured tops; weights research-only"
  }
}