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      "mc_total_p25": -14.8,
      "mc_total_p75": 0.0,
      "mc_total_p95": 5.0,
      "mc_upside": 8.1,
      "mc_dnf_rate": 0.4,
      "mc_overtakes_mean": 2.6,
      "mc_quali_pts_mean": 0.0,
      "mc_race_pts_mean": -6.1,
      "mc_race_pts_p5": -19.5,
      "mc_race_pts_p25": -14.8,
      "mc_race_pts_median": -3.0,
      "mc_race_pts_p75": 0.0,
      "mc_race_pts_p95": 5.0,
      "mc_asset_id": "BOT",
      "mc_model_driver_id": "bottas",
      "mc_asset_noise_multiplier": 1.0
    },
    {
      "driver_id": "STR",
      "asset_id": "STR",
      "model_driver_id": "stroll",
      "asset_context": "canonical_season_asset",
      "asset_legacy_ids": [],
      "name": "Lance Stroll",
      "constructor": "aston_martin",
      "number": 18,
      "predicted_quali": 17,
      "predicted_grid": 14,
      "grid_penalty_places": 0,
      "grid_back_of_grid": false,
      "predicted_finish": 17,
      "projected_points": -3.2,
      "projected_points_quali": 0.0,
      "projected_points_race": -3.2,
      "expected_points": -5.9,
      "expected_points_quali": 0.1,
      "expected_points_race": -6.0,
      "confidence": 92,
      "confidence_base": 92,
      "asset_confidence_multiplier": 1.0,
      "asset_mc_noise_multiplier": 1.0,
      "risk": "HIGH",
      "risk_rating": 33.5,
      "dnf_probability": 0.34,
      "expected_overtakes": 2,
      "expected_positions_gained_lost": -3,
      "fastest_lap_probability": 0.01,
      "dotd_probability": 0.02,
      "points_per_million": -4.11,
      "value_score": -1.97,
      "current_price": 3.0,
      "raw_scores": {
        "quali": -0.404233,
        "race": -1.744599
      },
      "mc_total_mean": -5.9,
      "mc_total_median": -3.0,
      "mc_total_std": 8.6,
      "mc_total_p5": -19.5,
      "mc_total_p25": -14.7,
      "mc_total_p75": 0.0,
      "mc_total_p95": 6.0,
      "mc_upside": 8.9,
      "mc_dnf_rate": 0.4,
      "mc_overtakes_mean": 3.2,
      "mc_quali_pts_mean": 0.1,
      "mc_race_pts_mean": -6.0,
      "mc_race_pts_p5": -19.5,
      "mc_race_pts_p25": -14.8,
      "mc_race_pts_median": -4.0,
      "mc_race_pts_p75": 0.0,
      "mc_race_pts_p95": 6.0,
      "mc_asset_id": "STR",
      "mc_model_driver_id": "stroll",
      "mc_asset_noise_multiplier": 1.0
    }
  ],
  "constructors": [
    {
      "constructor_id": "mercedes",
      "name": "Mercedes",
      "full_name": "Mercedes-AMG Petronas F1 Team",
      "driver_1": "RUS",
      "driver_2": "ANT",
      "projected_points": 71.2,
      "expected_points": 64.5,
      "expected_points_quali": 25.0,
      "expected_points_race": 39.2,
      "expected_pit_stop_pts": 7.6,
      "expected_dnf_impact": -2.2,
      "dnf_probability": 0.09,
      "quali_bonus": 10,
      "risk": "LOW",
      "risk_rating": 8.8,
      "value_score": 1.9,
      "current_price": 34.0,
      "driver_1_name": "George Russell",
      "driver_2_name": "Kimi Antonelli",
      "mc_total_mean": 64.5,
      "mc_total_std": 20.7,
      "mc_total_p5": 25.8,
      "mc_total_p25": 52.4,
      "mc_total_p75": 79.0,
      "mc_total_p95": 93.0,
      "mc_pit_stop_pts": 7.6,
      "mc_dnf_prob": 0.105
    },
    {
      "constructor_id": "ferrari",
      "name": "Ferrari",
      "full_name": "Scuderia Ferrari HP",
      "driver_1": "LEC",
      "driver_2": "HAM",
      "projected_points": 61.5,
      "expected_points": 55.6,
      "expected_points_quali": 26.0,
      "expected_points_race": 30.9,
      "expected_pit_stop_pts": 4.7,
      "expected_dnf_impact": -2.9,
      "dnf_probability": 0.12,
      "quali_bonus": 10,
      "risk": "MEDIUM",
      "risk_rating": 11.6,
      "value_score": 1.97,
      "current_price": 28.2,
      "driver_1_name": "Charles Leclerc",
      "driver_2_name": "Lewis Hamilton",
      "mc_total_mean": 55.6,
      "mc_total_std": 21.9,
      "mc_total_p5": 13.6,
      "mc_total_p25": 43.7,
      "mc_total_p75": 71.0,
      "mc_total_p95": 86.0,
      "mc_pit_stop_pts": 4.7,
      "mc_dnf_prob": 0.13
    },
    {
      "constructor_id": "red_bull",
      "name": "Red Bull",
      "full_name": "Oracle Red Bull Racing",
      "driver_1": "VER",
      "driver_2": "HAD",
      "projected_points": 48.8,
      "expected_points": 49.6,
      "expected_points_quali": 14.0,
      "expected_points_race": 30.3,
      "expected_pit_stop_pts": 4.6,
      "expected_dnf_impact": -3.4,
      "dnf_probability": 0.14,
      "quali_bonus": 5,
      "risk": "MEDIUM",
      "risk_rating": 13.6,
      "value_score": 1.52,
      "current_price": 32.7,
      "driver_1_name": "Max Verstappen",
      "driver_2_name": "Isack Hadjar",
      "mc_total_mean": 49.6,
      "mc_total_std": 23.2,
      "mc_total_p5": 8.7,
      "mc_total_p25": 34.0,
      "mc_total_p75": 66.0,
      "mc_total_p95": 82.0,
      "mc_pit_stop_pts": 4.6,
      "mc_dnf_prob": 0.158
    },
    {
      "constructor_id": "mclaren",
      "name": "McLaren",
      "full_name": "McLaren F1 Team",
      "driver_1": "NOR",
      "driver_2": "PIA",
      "projected_points": 48.0,
      "expected_points": 40.4,
      "expected_points_quali": 19.0,
      "expected_points_race": 25.4,
      "expected_pit_stop_pts": 3.5,
      "expected_dnf_impact": -3.1,
      "dnf_probability": 0.13,
      "quali_bonus": 10,
      "risk": "MEDIUM",
      "risk_rating": 12.8,
      "value_score": 1.25,
      "current_price": 32.4,
      "driver_1_name": "Lando Norris",
      "driver_2_name": "Oscar Piastri",
      "mc_total_mean": 40.4,
      "mc_total_std": 19.5,
      "mc_total_p5": 6.5,
      "mc_total_p25": 28.0,
      "mc_total_p75": 54.0,
      "mc_total_p95": 70.0,
      "mc_pit_stop_pts": 3.5,
      "mc_dnf_prob": 0.146
    },
    {
      "constructor_id": "racing_bulls",
      "name": "Racing Bulls",
      "full_name": "Visa Cash App Racing Bulls",
      "driver_1": "LIN",
      "driver_2": "LAW",
      "projected_points": 36.5,
      "expected_points": 31.8,
      "expected_points_quali": 14.0,
      "expected_points_race": 16.8,
      "expected_pit_stop_pts": 6.0,
      "expected_dnf_impact": -1.4,
      "dnf_probability": 0.06,
      "quali_bonus": 10,
      "risk": "LOW",
      "risk_rating": 6.0,
      "value_score": 1.93,
      "current_price": 16.5,
      "driver_1_name": "Arvid Lindblad",
      "driver_2_name": "Liam Lawson",
      "mc_total_mean": 31.8,
      "mc_total_std": 15.0,
      "mc_total_p5": 5.2,
      "mc_total_p25": 23.0,
      "mc_total_p75": 41.0,
      "mc_total_p95": 56.0,
      "mc_pit_stop_pts": 6.0,
      "mc_dnf_prob": 0.073
    },
    {
      "constructor_id": "audi",
      "name": "Audi",
      "full_name": "Audi F1 Team",
      "driver_1": "BOR",
      "driver_2": "HUL",
      "projected_points": 27.2,
      "expected_points": 25.7,
      "expected_points_quali": 7.0,
      "expected_points_race": 15.7,
      "expected_pit_stop_pts": 4.6,
      "expected_dnf_impact": -2.9,
      "dnf_probability": 0.12,
      "quali_bonus": 5,
      "risk": "MEDIUM",
      "risk_rating": 12.0,
      "value_score": 2.47,
      "current_price": 10.4,
      "driver_1_name": "Gabriel Bortoleto",
      "driver_2_name": "Nico Hulkenberg",
      "mc_total_mean": 25.7,
      "mc_total_std": 16.1,
      "mc_total_p5": -6.1,
      "mc_total_p25": 18.4,
      "mc_total_p75": 36.0,
      "mc_total_p95": 48.0,
      "mc_pit_stop_pts": 4.6,
      "mc_dnf_prob": 0.138
    },
    {
      "constructor_id": "alpine",
      "name": "Alpine",
      "full_name": "BWT Alpine F1 Team",
      "driver_1": "GAS",
      "driver_2": "COL",
      "projected_points": 19.9,
      "expected_points": 18.4,
      "expected_points_quali": 3.0,
      "expected_points_race": 14.3,
      "expected_pit_stop_pts": 2.4,
      "expected_dnf_impact": -3.4,
      "dnf_probability": 0.14,
      "quali_bonus": 3,
      "risk": "MEDIUM",
      "risk_rating": 13.6,
      "value_score": 0.98,
      "current_price": 18.8,
      "driver_1_name": "Pierre Gasly",
      "driver_2_name": "Franco Colapinto",
      "mc_total_mean": 18.4,
      "mc_total_std": 15.8,
      "mc_total_p5": -10.9,
      "mc_total_p25": 10.2,
      "mc_total_p75": 29.0,
      "mc_total_p95": 40.0,
      "mc_pit_stop_pts": 2.4,
      "mc_dnf_prob": 0.156
    },
    {
      "constructor_id": "haas",
      "name": "Haas",
      "full_name": "MoneyGram Haas F1 Team",
      "driver_1": "BEA",
      "driver_2": "OCO",
      "projected_points": 4.9,
      "expected_points": 8.3,
      "expected_points_quali": 3.0,
      "expected_points_race": 0.5,
      "expected_pit_stop_pts": 0.9,
      "expected_dnf_impact": -3.4,
      "dnf_probability": 0.14,
      "quali_bonus": 3,
      "risk": "MEDIUM",
      "risk_rating": 13.6,
      "value_score": 0.69,
      "current_price": 12.0,
      "driver_1_name": "Oliver Bearman",
      "driver_2_name": "Esteban Ocon",
      "mc_total_mean": 8.3,
      "mc_total_std": 13.3,
      "mc_total_p5": -14.3,
      "mc_total_p25": 0.7,
      "mc_total_p75": 17.0,
      "mc_total_p95": 28.0,
      "mc_pit_stop_pts": 0.9,
      "mc_dnf_prob": 0.157
    },
    {
      "constructor_id": "williams",
      "name": "Williams",
      "full_name": "Williams Racing",
      "driver_1": "SAI",
      "driver_2": "ALB",
      "projected_points": 0.5,
      "expected_points": 1.5,
      "expected_points_quali": -1.0,
      "expected_points_race": -1.9,
      "expected_pit_stop_pts": 3.3,
      "expected_dnf_impact": -5.2,
      "dnf_probability": 0.22,
      "quali_bonus": -1,
      "risk": "MEDIUM",
      "risk_rating": 21.2,
      "value_score": 0.12,
      "current_price": 12.6,
      "driver_1_name": "Carlos Sainz",
      "driver_2_name": "Alex Albon",
      "mc_total_mean": 1.5,
      "mc_total_std": 13.7,
      "mc_total_p5": -23.1,
      "mc_total_p25": -9.6,
      "mc_total_p75": 11.0,
      "mc_total_p95": 20.0,
      "mc_pit_stop_pts": 3.3,
      "mc_dnf_prob": 0.23
    },
    {
      "constructor_id": "aston_martin",
      "name": "Aston Martin",
      "full_name": "Aston Martin Aramco F1 Team",
      "driver_1": "ALO",
      "driver_2": "STR",
      "projected_points": -4.3,
      "expected_points": -7.7,
      "expected_points_quali": -1.0,
      "expected_points_race": -6.0,
      "expected_pit_stop_pts": 2.5,
      "expected_dnf_impact": -7.8,
      "dnf_probability": 0.32,
      "quali_bonus": -1,
      "risk": "HIGH",
      "risk_rating": 32.4,
      "value_score": -1.71,
      "current_price": 4.5,
      "driver_1_name": "Fernando Alonso",
      "driver_2_name": "Lance Stroll",
      "mc_total_mean": -7.7,
      "mc_total_std": 12.3,
      "mc_total_p5": -30.4,
      "mc_total_p25": -15.9,
      "mc_total_p75": 2.0,
      "mc_total_p95": 10.0,
      "mc_pit_stop_pts": 2.5,
      "mc_dnf_prob": 0.346
    },
    {
      "constructor_id": "cadillac",
      "name": "Cadillac",
      "full_name": "Cadillac F1 Team",
      "driver_1": "PER",
      "driver_2": "BOT",
      "projected_points": -6.0,
      "expected_points": -10.8,
      "expected_points_quali": -1.0,
      "expected_points_race": -6.2,
      "expected_pit_stop_pts": 0.7,
      "expected_dnf_impact": -7.2,
      "dnf_probability": 0.3,
      "quali_bonus": -1,
      "risk": "HIGH",
      "risk_rating": 29.6,
      "value_score": -3.6,
      "current_price": 3.0,
      "driver_1_name": "Sergio Perez",
      "driver_2_name": "Valtteri Bottas",
      "mc_total_mean": -10.8,
      "mc_total_std": 11.7,
      "mc_total_p5": -33.7,
      "mc_total_p25": -18.6,
      "mc_total_p75": -1.0,
      "mc_total_p95": 4.0,
      "mc_pit_stop_pts": 0.7,
      "mc_dnf_prob": 0.322
    }
  ],
  "score_unit": {
    "quali_gap_median": 0.107804,
    "race_gap_median": 0.181936
  },
  "weather_adjustments": {
    "provenance_version": 1,
    "round": 20,
    "forecast_snapshot_id": "2026-10-24T05-35-03.727301Z",
    "race_rain_probability": 0,
    "is_active": false,
    "rain_risk": "NONE",
    "race_air_temp_C": 27.3,
    "noise_mult": 1.0,
    "dnf_mult": 1.0,
    "wet_weight": 0.0,
    "cold_weight": 0.0,
    "source": "2026-10-24T05:35:03Z"
  },
  "calibration": {
    "noise_multiplier": 1.3101,
    "bias_correction_global": 0.0,
    "bias_correction_per_tier": {},
    "bias_correction_applied": false,
    "calibration_rounds": 12,
    "calibration_source": "cumulative_through_R17",
    "calibration_phase": "post_fp"
  },
  "final_fix": {
    "qualifying_locked": false,
    "race_only_ranges": true,
    "points_basis": "projected"
  },
  "price_change_assumption": {
    "round": 20,
    "driver_ids": [
      "HAD",
      "LAW"
    ],
    "history_from_round": 17,
    "note": "Round 20 returning-driver price forecasts use the recorded scoring history from Round 17 onwards. F1 Fantasy has not published its substitution pricing rule."
  },
  "driver_assets": {
    "round": 20,
    "year": 2026,
    "override_active": false,
    "source": {
      "result": "canonical_seed_roster"
    },
    "active_assets": [
      {
        "asset_id": "RUS",
        "model_driver_id": "russell",
        "constructor_id": "mercedes",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "VER",
        "model_driver_id": "max_verstappen",
        "constructor_id": "red_bull",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "NOR",
        "model_driver_id": "norris",
        "constructor_id": "mclaren",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "PIA",
        "model_driver_id": "piastri",
        "constructor_id": "mclaren",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "ANT",
        "model_driver_id": "antonelli",
        "constructor_id": "mercedes",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "LEC",
        "model_driver_id": "leclerc",
        "constructor_id": "ferrari",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "HAM",
        "model_driver_id": "hamilton",
        "constructor_id": "ferrari",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "HAD",
        "model_driver_id": "hadjar",
        "constructor_id": "red_bull",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "GAS",
        "model_driver_id": "gasly",
        "constructor_id": "alpine",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "SAI",
        "model_driver_id": "sainz",
        "constructor_id": "williams",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "ALB",
        "model_driver_id": "albon",
        "constructor_id": "williams",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "ALO",
        "model_driver_id": "alonso",
        "constructor_id": "aston_martin",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "BEA",
        "model_driver_id": "bearman",
        "constructor_id": "haas",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "OCO",
        "model_driver_id": "ocon",
        "constructor_id": "haas",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "LIN",
        "model_driver_id": "arvid_lindblad",
        "constructor_id": "racing_bulls",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "COL",
        "model_driver_id": "colapinto",
        "constructor_id": "alpine",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "LAW",
        "model_driver_id": "lawson",
        "constructor_id": "racing_bulls",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "STR",
        "model_driver_id": "stroll",
        "constructor_id": "aston_martin",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "BOR",
        "model_driver_id": "bortoleto",
        "constructor_id": "audi",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "PER",
        "model_driver_id": "perez",
        "constructor_id": "cadillac",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "HUL",
        "model_driver_id": "hulkenberg",
        "constructor_id": "audi",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      },
      {
        "asset_id": "BOT",
        "model_driver_id": "bottas",
        "constructor_id": "cadillac",
        "availability": {
          "from_round": 1,
          "to_round": null
        },
        "asset_context": "canonical_season_asset"
      }
    ]
  },
  "phase": "post_fp",
  "exported_at": "2026-10-24T05:37:13.338782+00:00",
  "simulation_generated_at": "2026-10-24T05:36:23.099886+00:00",
  "fp_sessions_included": [
    "FP1",
    "FP2"
  ],
  "fp_data_sources": [
    "openf1"
  ],
  "sprint_grid_is_actual": false
}
