{
  "match_info": {
    "home_team": "Coventry",
    "away_team": "Hull",
    "tournament": "Premier League",
    "date": "20260829",
    "timezone": "America/New_York",
    "home_formation": "3-4-2-1",
    "away_formation": "4-2-3-1"
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1366,
    "match_resolution": "draw",
    "predicted_winner": null,
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.3064,
      "shootout_home_win_probability": null,
      "shootout_away_win_probability": null,
      "penalty_home_goals": null,
      "penalty_away_goals": null,
      "penalty_score": null,
      "penalty_winner": null,
      "penalty_winner_goals": null,
      "penalty_loser_goals": null,
      "penalty_result": null,
      "home_advance_probability": null,
      "away_advance_probability": null,
      "projected_winner": null,
      "projected_winner_probability": null,
      "final_score_after_penalties": null,
      "reason": "Tie-breaker not required for this match context."
    },
    "top_5_scorelines": [
      {
        "score": "1-1",
        "probability": 0.1366
      },
      {
        "score": "1-0",
        "probability": 0.1312
      },
      {
        "score": "0-0",
        "probability": 0.1298
      },
      {
        "score": "0-1",
        "probability": 0.1297
      },
      {
        "score": "2-1",
        "probability": 0.0698
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.1298,
      "0-1": 0.1297,
      "0-2": 0.0668,
      "0-3": 0.0227,
      "0-4": 0.0058,
      "0-5": 0.0012,
      "1-0": 0.1312,
      "1-1": 0.1366,
      "1-2": 0.069,
      "1-3": 0.0235,
      "1-4": 0.006,
      "1-5": 0.0012,
      "2-0": 0.0684,
      "2-1": 0.0698,
      "2-2": 0.0356,
      "2-3": 0.0121,
      "2-4": 0.0031,
      "2-5": 0.0006,
      "3-0": 0.0235,
      "3-1": 0.024,
      "3-2": 0.0122,
      "3-3": 0.0042,
      "3-4": 0.0011,
      "4-0": 0.0061,
      "4-1": 0.0062,
      "4-2": 0.0032,
      "4-3": 0.0011,
      "5-0": 0.0013,
      "5-1": 0.0013,
      "5-2": 0.0007
    },
    "outcome": {
      "home_win": 0.3499,
      "draw": 0.3064,
      "away_win": 0.3437
    },
    "markets": {
      "over_2_5_goals": 0.3374,
      "under_2_5_goals": 0.6626,
      "btts_yes": 0.4129,
      "btts_no": 0.5871,
      "home_clean_sheet": 0.3606,
      "away_clean_sheet": 0.3563
    },
    "home_ratings": {
      "DR": 78.59,
      "MCR": 79.21,
      "ATR": 73.43,
      "GK": 78.97
    },
    "away_ratings": {
      "DR": 73.72,
      "MCR": 78.23,
      "ATR": 80.73,
      "GK": 86.18
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Coventry vs Hull. Most likely scoreline: 1-1. Lambdas derived from 5 home and 4 away individual player duels.",
      "key_player": "Projected scorer(s): Caleb Yirenkyi, Oli McBurnie",
      "tactical_analysis": "Tactical parity between 3-4-2-1 and 4-2-3-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Jack Rudoni vs Joe Gelhardt will be the pivotal duel. Total antagonist xG — Home: 0.24, Away: 0.24. Home danger zone: Central Mid vs Defensive Mid — Pressing/Creation Duel. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.69,
    "home_lambda": 1.032,
    "away_lambda": 1.02
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.3499,
      "draw": 0.3064,
      "away_win": 0.3437
    },
    "favorite": "Coventry",
    "favorite_win_probability": 0.3499,
    "fair_spread": 0.012,
    "fair_total": 2.052,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Coventry",
        "estimate": 1.032,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Hull",
        "estimate": 1.02,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.3374,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4129,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Coventry",
        "estimate": 1.0,
        "probability": 0.3606,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Hull",
        "estimate": 1.0,
        "probability": 0.3563,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Jack Rudoni (Coventry)",
        "estimate": 0.2081,
        "probability": 0.0835,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Oli McBurnie (Hull)",
        "estimate": 0.3387,
        "probability": 0.3801,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Jack Rudoni (Coventry)",
        "estimate": 0.1042,
        "probability": 0.0,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Hidemasa Morita (Hull)",
        "estimate": 0.1299,
        "probability": 0.1444,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "low",
      "expected_total_goals": 2.052,
      "expected_total_shots": 20,
      "expected_total_passes": 718,
      "expected_pressing_actions_per_90": 13.8,
      "possession_home_pct": 51.3,
      "possession_away_pct": 48.7,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Coventry",
      "favorite_win_probability": 0.3499,
      "script": "Coventry is the fair winner side, but the baseline remains narrow: fair spread +0.01 goals and fair total 2.05.",
      "first_half": "Expect low tempo while both sides test the matchup thesis; shot baseline is about 10 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Hull must keep the match inside one goal.",
      "late_game": "A Coventry lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Coventry chance creation leans on Caleb Yirenkyi against Elliot Stroud in Central Mid vs Defensive Mid — Pressing/Creation Duel; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Coventry: starters carry the main goal usage through Caleb Yirenkyi; bench watchlist: Victor Torp, Loum Tchaouna, Ellis Simms.",
      "Hull: starters carry the main goal usage through Oli McBurnie; bench watchlist: Lucas Gourna-Douath, David Akintola.",
      "Assist usage should flow through Joe Gelhardt; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Coventry tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects low tempo, about 10 total first-half shots, and 1.03 first-half xG pace.",
      "45-70: If the match is level, watch midfield control and the listed bench watchlists for usage changes.",
      "70-90: If Hull is chasing, transition and set-piece volume become the primary live deviation signal; a draw state keeps set pieces and transition chances live."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Coventry.",
      "Hull wins the midfield/territory battle beyond the possession baseline.",
      "Pace collapses: first 25 minutes fall well below the shot and box-entry baseline.",
      "Set pieces, penalties, or second balls create more danger than the open-play matchup thesis."
    ],
    "top_3_risk_factors": [
      {
        "factor": "Low-event scoring variance",
        "impact": "One penalty, deflection, or missed big chance can overwhelm the fair win probability."
      },
      {
        "factor": "Late lineup or role change",
        "impact": "A pregame XI, injury, or tactical role shift can invalidate player prop and usage estimates."
      },
      {
        "factor": "Discipline and set-piece volatility",
        "impact": "Cards, fouls in dangerous zones, and corner volume can change the expected game script quickly."
      }
    ]
  },
  "teams": {
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      "formation": "3-4-2-1",
      "players": {
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          "height": 191,
          "market_value": 15500000,
          "stats": {
            "saves": 3,
            "goals_prevented": 0.3076,
            "rating": 78.9726,
            "minutes": 90,
            "expected_saves": 0.5,
            "high_pressure_saves": 0.19,
            "shots_faced": 1.1,
            "opponent_faced": "Oli McBurnie, Jens Hjertø-Dahl",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "expected_goals": 0.0,
            "expected_assists": 0.0,
            "fifa_overall": 72.0
          },
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              "season_name": "Premier League 26/27",
              "season_year": "26/27",
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              "home_score_current": 3.0,
              "away_score_current": 0.0,
              "team_side": "away",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Coventry",
              "opponent": "Arsenal",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
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          "ranking": {
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            "ranking_source": "fifa_csv",
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            "fifa_overall": 72.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 9,
            "squad_role": "starter",
            "projected_match_rating": 6.9726,
            "source_file": "data/player_rankings.csv",
            "player_name": "Carl Rushworth",
            "ranking_neighbors": {
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                {
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                  "ranking": 20623
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                  "ranking": 20624
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                  "ranking": 20625
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                  "ranking": 20626
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              "lower": [
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                },
                {
                  "player_name": "Alex Vigo",
                  "ranking": 20629
                },
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                  "player_name": "Anthony Kalik",
                  "ranking": 20630
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                  "ranking": 20631
                },
                {
                  "player_name": "Nathan-Dylan Saliba",
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          }
        },
        "Milan van Ewijk": {
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          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 27,
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            "clearances": 3,
            "aerial_won": 2,
            "duels_won": 4,
            "rating": 81.0206,
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            "total_pass": 40,
            "accurate_pass": 32,
            "tackles_in_zone": 2.1,
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            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.584,
            "opponent_faced": "Jens Hjertø-Dahl",
            "pressing_zone": "LW vs CB",
            "matchup_zone": "LW vs CB",
            "antagonist_source": "defensive_duel",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0289,
            "assists": 0,
            "projected_assists": 0,
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            "expected_goals": 0.0,
            "expected_assists": 0.0,
            "fifa_overall": 74.0
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              "team_side": "away",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Coventry",
              "opponent": "Arsenal",
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              "has_player_stats": false,
              "source": "depth_chart.csv"
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            "match_squad_rank": 1,
            "squad_role": "starter",
            "projected_match_rating": 7.0206,
            "source_file": "data/player_rankings.csv",
            "player_name": "Milan van Ewijk",
            "ranking_neighbors": {
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                  "ranking": 18956
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                  "ranking": 18957
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              "lower": [
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                  "player_name": "Lukas Daschner",
                  "ranking": 18959
                },
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                  "player_name": "Alessandro Bianco",
                  "ranking": 18960
                },
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                  "player_name": "Daniel Bentley",
                  "ranking": 18961
                },
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                  "player_name": "Sota Kawasaki",
                  "ranking": 18962
                },
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                  "player_name": "Antonio Palumbo",
                  "ranking": 18963
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              ]
            }
          }
        },
        "Bobby Thomas": {
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          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 4,
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            "rating": 77.8915,
            "minutes": 90,
            "total_pass": 40,
            "accurate_pass": 32,
            "opponent_faced": "Oli McBurnie",
            "matchup_zone": "Shape fallback",
            "antagonist_source": "formation_fallback",
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            "projected_goals": 0,
            "goal_probability": 0.0377,
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            "squad_role": "starter",
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            "ranking_neighbors": {
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            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "antagonist_source": "defensive_duel",
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            "projected_goals": 0,
            "goal_probability": 0.0376,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "expected_goals": 0.0,
            "expected_assists": 0.0,
            "fifa_overall": 70.0
          },
          "latest_10_games": [],
          "ranking": {
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            "ranking_source": "fifa_csv",
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            "squad_role": "starter",
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            "player_name": "Liam Kitching",
            "ranking_neighbors": {
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              "opponent": "Olympique de Marseille",
              "stats": {
                "minutes": 89,
                "rating": 6.5,
                "assists": 0,
                "expected_goals": 0.0317,
                "expected_assists": 0.011,
                "total_shots": 1,
                "total_pass": 36,
                "accurate_pass": 32,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 4,
                "ball_recovery": 8
              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
              "league_id": "34",
              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14167987,
              "match_date": "2026-05-03",
              "home_team": "Lille",
              "away_team": "Le Havre",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Le Havre",
              "opponent": "Lille",
              "stats": {
                "minutes": 90,
                "rating": 6.9,
                "assists": 0,
                "expected_assists": 0.0038,
                "total_shots": 0,
                "total_pass": 28,
                "accurate_pass": 22,
                "tackles": 4,
                "tackles_won": 3,
                "interceptions": 1,
                "clearances": 2,
                "duels_won": 7,
                "ball_recovery": 7
              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
              "league_id": "34",
              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 18403,
            "combined_rank_score": 2003.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 3791.0,
            "fifa_overall": 72.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 11,
            "squad_role": "substitute",
            "projected_match_rating": 6.7337,
            "source_file": "data/player_rankings.csv",
            "player_name": "Lucas Gourna-Douath",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Amir Hadžiahmetović",
                  "ranking": 18398
                },
                {
                  "player_name": "Carlos Gonzalez",
                  "ranking": 18399
                },
                {
                  "player_name": "Luís Maximiano",
                  "ranking": 18400
                },
                {
                  "player_name": "Miki Yamane",
                  "ranking": 18401
                },
                {
                  "player_name": "Miha Zajc",
                  "ranking": 18402
                }
              ],
              "lower": [
                {
                  "player_name": "Téji Savanier",
                  "ranking": 18404
                },
                {
                  "player_name": "Patrick van Aanholt",
                  "ranking": 18405
                },
                {
                  "player_name": "Ludwig Augustinsson",
                  "ranking": 18406
                },
                {
                  "player_name": "Karl Darlow",
                  "ranking": 18407
                },
                {
                  "player_name": "Josh Laurent",
                  "ranking": 18408
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.02,
        "expected_assists": 0.56,
        "total_shots": 9,
        "shots_on_target": 1,
        "total_passes": 423,
        "interceptions": 6,
        "tackles": 11,
        "avg_rating": 77.54,
        "possession_estimated_pct": 48.7,
        "pressing_actions_per_90": 6.5
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Haji Wright",
        "attacker_role": "ST",
        "attacker_market_value": 16600000,
        "attacker_height": 193,
        "attacker_skill_quality": 0.596,
        "defenders": [
          "Charlie Hughes",
          "Nobel Mendy"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.503,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.27,
        "xg_contribution": 0.0019,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 3,
        "aerial_won": 2.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Charlie Hughes",
            "role": "CB",
            "market_value": 9100000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.73
          },
          {
            "player": "Nobel Mendy",
            "role": "CB",
            "market_value": 7700000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.73
          }
        ],
        "duel_analysis": "Haji Wright (ST) is heavily outmatched defensively against Charlie Hughes and Nobel Mendy in a 2-defender block. Duel win probability: 27%.  Projected xG contribution: 0.002 — with very limited chance creation expected."
      },
      {
        "attacker": "Sidiki Cherif",
        "attacker_role": "SS",
        "attacker_market_value": 16900000,
        "attacker_height": 188,
        "attacker_skill_quality": 0.6,
        "defenders": [
          "Elliot Stroud",
          "Charlie Hughes"
        ],
        "defender_roles": [
          "CDM",
          "CB"
        ],
        "def_skill_quality_avg": 0.508,
        "duel_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.323,
        "xg_contribution": 0.0018,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Elliot Stroud",
            "role": "CDM",
            "market_value": 8400000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.677
          },
          {
            "player": "Charlie Hughes",
            "role": "CB",
            "market_value": 9100000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.677
          }
        ],
        "duel_analysis": "Sidiki Cherif (SS) faces tough defensive resistance against Elliot Stroud and Charlie Hughes in a 2-defender block. Duel win probability: 32%.  Projected xG contribution: 0.002 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Ephron Mason-Clark",
        "attacker_role": "LWB",
        "attacker_market_value": 17200000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.603,
        "defenders": [
          "Ryan Giles"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.533,
        "duel_zone": "Left Wingback vs Right Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.427,
        "xg_contribution": 0.0519,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Ryan Giles",
            "role": "RB",
            "market_value": 10900000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.573
          }
        ],
        "duel_analysis": "Ephron Mason-Clark (LWB) is evenly matched against Ryan Giles in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.052 — with neither side clearly dominant."
      },
      {
        "attacker": "Gustavo Hamer",
        "attacker_role": "RWB",
        "attacker_market_value": 14700000,
        "attacker_height": 169,
        "attacker_skill_quality": 0.576,
        "defenders": [
          "Lucas Herrington"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.508,
        "duel_zone": "Right Wingback vs Left Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.37,
        "xg_contribution": 0.0472,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Lucas Herrington",
            "role": "LB",
            "market_value": 8800000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.2,
            "defensive_success_rate": 0.63
          }
        ],
        "duel_analysis": "Gustavo Hamer (RWB) faces tough defensive resistance against Lucas Herrington in a direct 1v1 contest. Duel win probability: 37%.  Projected xG contribution: 0.047 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Caleb Yirenkyi",
        "attacker_role": "CM",
        "attacker_market_value": 18700000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.618,
        "defenders": [
          "Elliot Stroud"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.503,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.49,
        "xg_contribution": 0.1413,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Elliot Stroud",
            "role": "CDM",
            "market_value": 8400000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.51
          }
        ],
        "duel_analysis": "Caleb Yirenkyi (CM) is evenly matched against Elliot Stroud in a direct 1v1 contest. Duel win probability: 49%.  Projected xG contribution: 0.141 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Jens Hjertø-Dahl",
        "attacker_role": "LW",
        "attacker_market_value": 9600000,
        "attacker_height": 193,
        "attacker_skill_quality": 0.518,
        "defenders": [
          "Milan van Ewijk"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.66,
        "duel_zone": "LW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.416,
        "xg_contribution": 0.0499,
        "shots_in_zone": 1.8,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.4,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Milan van Ewijk",
            "role": "CB",
            "market_value": 23000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.584
          }
        ],
        "duel_analysis": "Jens Hjertø-Dahl (LW) faces tough defensive resistance against Milan van Ewijk in a direct 1v1 contest. Duel win probability: 42%.  Projected xG contribution: 0.050 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Joe Gelhardt",
        "attacker_role": "CAM",
        "attacker_market_value": 15000000,
        "attacker_height": 179,
        "attacker_skill_quality": 0.579,
        "defenders": [
          "Caleb Yirenkyi"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.618,
        "duel_zone": "CAM vs CM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.39,
        "xg_contribution": 0.0488,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Caleb Yirenkyi",
            "role": "CM",
            "market_value": 18700000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.61
          }
        ],
        "duel_analysis": "Joe Gelhardt (CAM) faces tough defensive resistance against Caleb Yirenkyi in a direct 1v1 contest. Duel win probability: 39%.  Projected xG contribution: 0.049 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Mohamed Belloumi",
        "attacker_role": "RW",
        "attacker_market_value": 5700000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.471,
        "defenders": [
          "Milan van Ewijk"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.66,
        "duel_zone": "RW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.343,
        "xg_contribution": 0.0439,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 1.9,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Milan van Ewijk",
            "role": "CB",
            "market_value": 23000000,
            "tackles_attempted": 2.1,
            "tackles_won": 2.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.657
          }
        ],
        "duel_analysis": "Mohamed Belloumi (RW) faces tough defensive resistance against Milan van Ewijk in a direct 1v1 contest. Duel win probability: 34%. The quality gap is significant (€6M vs €23M avg). Projected xG contribution: 0.044 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Oli McBurnie",
        "attacker_role": "ST",
        "attacker_market_value": 5400000,
        "attacker_height": 188,
        "attacker_skill_quality": 0.467,
        "defenders": [
          "Milan van Ewijk",
          "Liam Kitching"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.62,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0957,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Milan van Ewijk",
            "role": "CB",
            "market_value": 23000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Liam Kitching",
            "role": "CB",
            "market_value": 15200000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Oli McBurnie (ST) is heavily outmatched defensively against Milan van Ewijk and Liam Kitching in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.096 — with very limited chance creation expected."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.634,
      "away_midfield_power": 0.563,
      "home_creative_power": 0.515,
      "away_creative_power": 0.465,
      "home_defensive_power": 0.564,
      "away_defensive_power": 0.44,
      "home_dominance_ratio": 0.53,
      "home_midfield_count": 4,
      "away_midfield_count": 5,
      "home_midfield_players": [
        "Jack Rudoni",
        "Caleb Yirenkyi",
        "Ephron Mason-Clark",
        "Gustavo Hamer"
      ],
      "away_midfield_players": [
        "Joe Gelhardt",
        "Jens Hjertø-Dahl",
        "Elliot Stroud",
        "Hidemasa Morita",
        "Mohamed Belloumi"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 51.3,
      "estimated_possession_away_pct": 48.7,
      "home_pressing_actions_per_90": 7.3,
      "away_pressing_actions_per_90": 6.5,
      "home_key_passes_projected": 4.6,
      "away_key_passes_projected": 4.3,
      "home_throughball_threat": 2.1,
      "away_throughball_threat": 2.0,
      "key_personal_duel": "Jack Rudoni vs Joe Gelhardt",
      "midfield_lambda_factor_home": 1.012,
      "midfield_lambda_factor_away": 0.987
    },
    "formation_analysis": {
      "home_formation": "3-4-2-1",
      "away_formation": "4-2-3-1",
      "home_tactical_bonus": -0.05,
      "away_tactical_bonus": 0.05,
      "formation_verdict": "Tactical parity between 3-4-2-1 and 4-2-3-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.032,
    "away_lambda": 1.02,
    "home_top_threat_zones": [
      "Central Mid vs Defensive Mid — Pressing/Creation Duel",
      "Left Wingback vs Right Back — Overlapping Run"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "LW vs CB"
    ],
    "home_player_antagonists": {
      "Haji Wright": {
        "opponents": [
          "Charlie Hughes",
          "Nobel Mendy"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Sidiki Cherif": {
        "opponents": [
          "Elliot Stroud",
          "Charlie Hughes"
        ],
        "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle",
        "source": "attacking_duel"
      },
      "Ephron Mason-Clark": {
        "opponents": [
          "Ryan Giles",
          "Hidemasa Morita"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "attacking_duel, midfield_pairing"
      },
      "Gustavo Hamer": {
        "opponents": [
          "Lucas Herrington",
          "Jens Hjertø-Dahl"
        ],
        "primary_zone": "Right Wingback vs Left Back — Overlapping Run",
        "source": "attacking_duel, midfield_pairing"
      },
      "Caleb Yirenkyi": {
        "opponents": [
          "Elliot Stroud",
          "Joe Gelhardt",
          "Mohamed Belloumi"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Milan van Ewijk": {
        "opponents": [
          "Jens Hjertø-Dahl",
          "Mohamed Belloumi",
          "Oli McBurnie"
        ],
        "primary_zone": "LW vs CB",
        "source": "defensive_duel"
      },
      "Liam Kitching": {
        "opponents": [
          "Oli McBurnie"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Jack Rudoni": {
        "opponents": [
          "Elliot Stroud"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Carl Rushworth": {
        "opponents": [
          "Oli McBurnie",
          "Joe Gelhardt"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Bobby Thomas": {
        "opponents": [
          "Oli McBurnie"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Brandon Thomas-Asante": {
        "opponents": [
          "Ryan Giles",
          "Lucas Herrington"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Charlie Hughes": {
        "opponents": [
          "Haji Wright",
          "Sidiki Cherif"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Nobel Mendy": {
        "opponents": [
          "Haji Wright"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Elliot Stroud": {
        "opponents": [
          "Sidiki Cherif",
          "Caleb Yirenkyi",
          "Jack Rudoni"
        ],
        "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle",
        "source": "defensive_duel, midfield_pairing"
      },
      "Ryan Giles": {
        "opponents": [
          "Ephron Mason-Clark"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "Lucas Herrington": {
        "opponents": [
          "Gustavo Hamer"
        ],
        "primary_zone": "Right Wingback vs Left Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "Jens Hjertø-Dahl": {
        "opponents": [
          "Milan van Ewijk",
          "Gustavo Hamer"
        ],
        "primary_zone": "LW vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "Joe Gelhardt": {
        "opponents": [
          "Caleb Yirenkyi"
        ],
        "primary_zone": "CAM vs CM",
        "source": "attacking_duel, midfield_pairing"
      },
      "Mohamed Belloumi": {
        "opponents": [
          "Milan van Ewijk",
          "Caleb Yirenkyi"
        ],
        "primary_zone": "RW vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "Oli McBurnie": {
        "opponents": [
          "Milan van Ewijk",
          "Liam Kitching"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Hidemasa Morita": {
        "opponents": [
          "Ephron Mason-Clark"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Konstantinos Tzolakis": {
        "opponents": [
          "Brandon Thomas-Asante",
          "Sidiki Cherif"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Jack Rudoni vs Joe Gelhardt will be the pivotal duel. Total antagonist xG — Home: 0.24, Away: 0.24. Home danger zone: Central Mid vs Defensive Mid — Pressing/Creation Duel. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9429,
      "away_gk_opposition_factor": 0.9503,
      "home_set_piece_bonus": 0.129,
      "away_set_piece_bonus": 0.113,
      "home_defensive_solidity_vs": 0.9809,
      "away_defensive_solidity_vs": 0.9619,
      "home_midfield_factor": 1.012,
      "away_midfield_factor": 0.987,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.6065,
      "away_avg_quality": 0.5078,
      "avg_quality_gap": 0.0987,
      "squad_value_gap_log": 0.6424,
      "top5_value_gap_log": 0.5215,
      "attack_value_gap_log": 0.7607,
      "elite_count_gap": 0,
      "combined_quality_gap": 0.1789,
      "stronger_lambda_boost": 0.3936,
      "weaker_lambda_suppression": 0.2505,
      "home_bench_lambda_bonus": 0.0746,
      "away_bench_lambda_bonus": 0.037,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": true,
      "competitive_underdog_floor": 1.02,
      "pre_competitive_floor_home_lambda": 1.032,
      "pre_competitive_floor_away_lambda": 0.687,
      "pre_calibration_home_lambda": 1.0316,
      "pre_calibration_away_lambda": 0.687,
      "competition_calibration_applied": false,
      "competition_calibration_reason": "no_sofascore_matches_data",
      "competition_calibration_samples": 0,
      "competition_observed_total_goals": 0.0,
      "competition_calibration_scale": 1.0,
      "neutral_share_preserved": false,
      "final_home_lambda": 1.032,
      "final_away_lambda": 1.02
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 7,
    "opponent_position": 11,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "away_standing": {
    "available": true,
    "team_position": 11,
    "opponent_position": 7,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "timestamp": "2026-08-29T13:30:59Z"
}