{
  "match_info": {
    "home_team": "Haiti",
    "away_team": "Scotland",
    "tournament": "FIFA World Cup",
    "date": "20260613",
    "timezone": "America/New_York",
    "home_formation": "4-4-2",
    "away_formation": "4-4-2"
  },
  "prediction": {
    "most_likely_score": "0-1",
    "home_goals": 0,
    "away_goals": 1,
    "most_likely_score_probability": 0.1472,
    "top_5_scorelines": [
      {
        "score": "0-1",
        "probability": 0.1472
      },
      {
        "score": "1-1",
        "probability": 0.126
      },
      {
        "score": "0-0",
        "probability": 0.1061
      },
      {
        "score": "0-2",
        "probability": 0.1032
      },
      {
        "score": "1-0",
        "probability": 0.0893
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.1061,
      "0-1": 0.1472,
      "0-2": 0.1032,
      "0-3": 0.0481,
      "0-4": 0.0168,
      "0-5": 0.0047,
      "0-6": 0.0011,
      "1-0": 0.0893,
      "1-1": 0.126,
      "1-2": 0.0877,
      "1-3": 0.0409,
      "1-4": 0.0143,
      "1-5": 0.004,
      "1-6": 0.0009,
      "2-0": 0.0382,
      "2-1": 0.0533,
      "2-2": 0.0373,
      "2-3": 0.0174,
      "2-4": 0.0061,
      "2-5": 0.0017,
      "3-0": 0.0108,
      "3-1": 0.0151,
      "3-2": 0.0106,
      "3-3": 0.0049,
      "3-4": 0.0017,
      "4-0": 0.0023,
      "4-1": 0.0032,
      "4-2": 0.0022,
      "4-3": 0.001,
      "5-1": 0.0005
    },
    "outcome": {
      "home_win": 0.2279,
      "draw": 0.2747,
      "away_win": 0.4975
    },
    "markets": {
      "over_2_5_goals": 0.3901,
      "under_2_5_goals": 0.6099,
      "btts_yes": 0.4316,
      "btts_no": 0.5684,
      "home_clean_sheet": 0.2471,
      "away_clean_sheet": 0.4274
    },
    "home_ratings": {
      "DR": 6.6,
      "MCR": 6.74,
      "ATR": 6.74,
      "GK": 6.67
    },
    "away_ratings": {
      "DR": 6.65,
      "MCR": 7.1,
      "ATR": 6.6,
      "GK": 6.67
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Haiti vs Scotland. Most likely scoreline: 0-1. Lambdas derived from 4 home and 4 away individual player duels.",
      "key_player": "Projected scorer(s): Lawrence Shankland",
      "tactical_analysis": "Tactical parity between 4-4-2 and 4-4-2. Match outcome driven primarily by individual player quality. Away midfield dictates play with ~52% possession expected (Jean-Ricner Bellegarde vs Scott McTominay). Total antagonist xG — Home: 0.42, Away: 0.53. Home danger zone: Right Mid vs Left Back — Wide Channel. Away danger zone: Right Mid vs Left Back — Wide Channel."
    },
    "confidence": 0.73,
    "home_lambda": 0.85,
    "away_lambda": 1.398
  },
  "teams": {
    "Haiti": {
      "formation": "4-4-2",
      "players": {
        "Wilson Isidor": {
          "player_id": 877980,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 18,
          "height": 184,
          "market_value": 18500000,
          "stats": {
            "expected_goals": 0.106,
            "goal_rate": 0.5375,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.0838,
            "key_pass": 0,
            "rating": 7.2911,
            "minutes": 22,
            "total_shots": 2,
            "duels_won": 2,
            "aerial_won": 2,
            "total_pass": 4,
            "accurate_pass": 4,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 4,
            "accurate_opp_half_passes": 3,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 11,
            "possession_lost": 2.587,
            "dispossessed": 0.0,
            "duels_lost": 4,
            "aerial_lost": 3,
            "total_contest": 2,
            "won_contest": 0,
            "ball_recovery": 2,
            "challenges_lost": 0,
            "fouls": 0,
            "fouls_drawn": 1,
            "assists": 0,
            "shots_off_target": 1,
            "interceptions": 1,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.6623,
            "offsides": 0,
            "ball_carries": 4,
            "total_progression": 10,
            "progressive_carries": 1,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.4,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.243,
            "pressing_faced": "LOW",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Grant Hanley, Aaron Hickey",
            "opponent_faced": "Grant Hanley, Aaron Hickey",
            "antagonist_source": "attacking_duel",
            "fifa_overall": 72.0,
            "projected_goals": 0,
            "goal_probability": 0.0
          },
          "latest_10_games": [
            {
              "match_id": 14023966,
              "match_date": "2026-05-24",
              "home_team": "Sunderland",
              "away_team": "Chelsea",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Sunderland",
              "opponent": "Chelsea",
              "stats": {
                "minutes": 29,
                "rating": 6.6,
                "assists": 0,
                "expected_goals": 0.0854,
                "expected_assists": 0.0082,
                "total_shots": 2,
                "shots_off_target": 1,
                "total_pass": 5,
                "accurate_pass": 4,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 2
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023955,
              "match_date": "2026-05-17",
              "home_team": "Everton",
              "away_team": "Sunderland",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Sunderland",
              "opponent": "Everton",
              "stats": {
                "minutes": 13,
                "rating": 7.5,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.1879,
                "expected_assists": 0.1691,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 3,
                "accurate_pass": 3,
                "tackles": 1,
                "tackles_won": 1,
                "interceptions": 1,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 16036,
            "combined_rank_score": 2080.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 4064.0,
            "fifa_overall": 72.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 1,
            "squad_role": "starter",
            "projected_match_rating": 7.2911,
            "source_file": "data/player_rankings.csv",
            "player_name": "Wilson Isidor",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Leandro Díaz",
                  "ranking": 16031
                },
                {
                  "player_name": "Kristoffer Nordfeldt",
                  "ranking": 16032
                },
                {
                  "player_name": "Salih Uçan",
                  "ranking": 16033
                },
                {
                  "player_name": "Carlos Coronel",
                  "ranking": 16034
                },
                {
                  "player_name": "Musab Al Juwair",
                  "ranking": 16035
                }
              ],
              "lower": [
                {
                  "player_name": "Mateo Chávez",
                  "ranking": 16037
                },
                {
                  "player_name": "Jimmy Dunne",
                  "ranking": 16038
                },
                {
                  "player_name": "Albion Rrahmani",
                  "ranking": 16039
                },
                {
                  "player_name": "Emmanuel Boateng",
                  "ranking": 16040
                },
                {
                  "player_name": "Oleksandr Karavaiev",
                  "ranking": 16041
                }
              ]
            }
          }
        },
        "Frantzdy Pierrot": {
          "player_id": 943278,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 20,
          "height": 194,
          "market_value": 2400000,
          "stats": {
            "expected_goals": 0.0488,
            "goal_rate": 0.0003,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.0018,
            "key_pass": 0,
            "rating": 6.2675,
            "minutes": 16,
            "total_shots": 1,
            "duels_won": 3,
            "aerial_won": 1,
            "total_pass": 4,
            "accurate_pass": 3,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 2,
            "accurate_opp_half_passes": 1,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 6,
            "possession_lost": 0.9812,
            "dispossessed": 0.0,
            "duels_lost": 0,
            "aerial_lost": 0,
            "total_contest": 0,
            "won_contest": 0,
            "ball_recovery": 0,
            "challenges_lost": 0,
            "fouls": 0,
            "fouls_drawn": 0,
            "assists": 0,
            "shots_off_target": 1,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.0,
            "offsides": 0,
            "ball_carries": 1,
            "total_progression": 0,
            "progressive_carries": 0,
            "opponent_faced": "Aaron Hickey, Andy Robertson",
            "matchup_zone": "Shape fallback",
            "antagonist_source": "formation_fallback",
            "fifa_overall": 72.0,
            "projected_goals": 0,
            "goal_probability": 0.0
          },
          "latest_10_games": [
            {
              "match_id": 14109909,
              "match_date": "2026-05-09",
              "home_team": "Eyüpspor",
              "away_team": "Çaykur Rizespor",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Çaykur Rizespor",
              "opponent": "Eyüpspor",
              "stats": {
                "minutes": 16,
                "rating": 6.3,
                "assists": 0,
                "expected_goals": 0.0498,
                "expected_assists": 0.002,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 4,
                "accurate_pass": 3
              },
              "has_player_stats": true,
              "league_name": "Trendyol Süper Lig",
              "league_id": "52",
              "league_slug": "trendyol-super-lig",
              "league_country": "Turkey",
              "season_id": "77805",
              "season_name": "Super Lig 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 16208,
            "combined_rank_score": 2228.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 4210.0,
            "fifa_overall": 72.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 5,
            "squad_role": "starter",
            "projected_match_rating": 6.2675,
            "source_file": "data/player_rankings.csv",
            "player_name": "Frantzdy Pierrot",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Issa Soumaré",
                  "ranking": 16203
                },
                {
                  "player_name": "Youssef Maziz",
                  "ranking": 16204
                },
                {
                  "player_name": "Daniele Ghilardi",
                  "ranking": 16205
                },
                {
                  "player_name": "Agustín Álvarez",
                  "ranking": 16206
                },
                {
                  "player_name": "Federico Carrizo",
                  "ranking": 16207
                }
              ],
              "lower": [
                {
                  "player_name": "Gonçalo Borges",
                  "ranking": 16209
                },
                {
                  "player_name": "Marwane Saadane",
                  "ranking": 16210
                },
                {
                  "player_name": "Parfait Guiagon",
                  "ranking": 16211
                },
                {
                  "player_name": "Andrej Ilić",
                  "ranking": 16212
                },
                {
                  "player_name": "Joao Carvalho",
                  "ranking": 16213
                }
              ]
            }
          }
        },
        "Ruben Providence": {
          "player_id": 954066,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 15,
          "height": 172,
          "market_value": 270000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.0981,
            "assists": 0,
            "expected_goals": 0.0491,
            "rating": 6.6724,
            "minutes": 90,
            "total_pass": 45,
            "accurate_pass": 36,
            "ball_recovery": 3,
            "duels_won": 4,
            "total_shots": 1,
            "dribbles_attempted": 3,
            "dribbles_successful": 1.0,
            "aerial_won": 1,
            "fouls_drawn": 1,
            "crosses_attempted": 2.0,
            "duel_win_rate": 0.388,
            "pressing_faced": "LOW",
            "matchup_zone": "Left Mid vs Right Back — Wide Channel",
            "numerical_situation": "1v1",
            "opponent_defenders": "Jack Hendry",
            "opponent_faced": "Jack Hendry",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "fifa_overall": 81.0,
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0
          },
          "latest_10_games": [
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              "match_id": 16157212,
              "match_date": "2026-05-13",
              "home_team": "Almere City FC",
              "away_team": "Willem II Tilburg",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Almere City FC",
              "opponent": "Willem II Tilburg",
              "stats": {
                "minutes": 11,
                "rating": 6.4,
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                "total_shots": 0,
                "total_pass": 2,
                "accurate_pass": 2,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "VriendenLoterij Eredivisie",
              "league_id": "37",
              "league_slug": "eredivisie",
              "league_country": "Netherlands",
              "season_id": "77012",
              "season_name": "VriendenLoterij Eredivisie 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 16115796,
              "match_date": "2026-05-09",
              "home_team": "De Graafschap",
              "away_team": "Almere City FC",
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              "team": "Almere City FC",
              "opponent": "De Graafschap",
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                "minutes": 16,
                "rating": 6.7,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 5,
                "accurate_pass": 5,
                "clearances": 1,
                "duels_won": 1
              },
              "has_player_stats": true,
              "league_name": "VriendenLoterij Eredivisie",
              "league_id": "37",
              "league_slug": "eredivisie",
              "league_country": "Netherlands",
              "season_id": "77012",
              "season_name": "VriendenLoterij Eredivisie 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 16115794,
              "match_date": "2026-05-06",
              "home_team": "Almere City FC",
              "away_team": "De Graafschap",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Almere City FC",
              "opponent": "De Graafschap",
              "stats": {
                "minutes": 9,
                "rating": 6.6,
                "assists": 0,
                "total_shots": 0,
                "tackles": 2,
                "tackles_won": 1,
                "duels_won": 2
              },
              "has_player_stats": true,
              "league_name": "VriendenLoterij Eredivisie",
              "league_id": "37",
              "league_slug": "eredivisie",
              "league_country": "Netherlands",
              "season_id": "77012",
              "season_name": "VriendenLoterij Eredivisie 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 4905,
            "combined_rank_score": 481.0,
            "ranking_source": "sofascore_plus_fifa_csv_filled",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
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            "fifa_rank": 561.0,
            "fifa_overall": 81.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 15,
            "squad_role": "starter",
            "projected_match_rating": 6.6724,
            "source_file": "data/player_rankings.csv",
            "player_name": "Ruben Providence",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Ali El Harrak",
                  "ranking": 4900
                },
                {
                  "player_name": "Enzo Cornelisse",
                  "ranking": 4901
                },
                {
                  "player_name": "Andi Janjeva",
                  "ranking": 4902
                },
                {
                  "player_name": "Facundo de León",
                  "ranking": 4903
                },
                {
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                }
              ],
              "lower": [
                {
                  "player_name": "Dorin Rotariu",
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                },
                {
                  "player_name": "Martin Šviderský",
                  "ranking": 4907
                },
                {
                  "player_name": "Adam Vlkanova",
                  "ranking": 4908
                },
                {
                  "player_name": "Sumaila Wasiu",
                  "ranking": 4909
                },
                {
                  "player_name": "Bruno Lulaj",
                  "ranking": 4910
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              ]
            }
          }
        },
        "Jean-Ricner Bellegarde": {
          "player_id": 845273,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 10,
          "height": 170,
          "market_value": 17600000,
          "stats": {
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            "expected_assists": 0.0429,
            "assists": 0,
            "expected_goals": 0.0,
            "rating": 6.8807,
            "minutes": 18,
            "total_pass": 8,
            "accurate_pass": 7,
            "ball_recovery": 3,
            "duels_won": 3,
            "total_shots": 2,
            "total_long_balls": 5,
            "accurate_long_balls": 4,
            "total_own_half_passes": 3,
            "accurate_own_half_passes": 3,
            "total_opp_half_passes": 7,
            "accurate_opp_half_passes": 5,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 11,
            "possession_lost": 2.5801,
            "dispossessed": 0.0,
            "duels_lost": 2,
            "aerial_won": 1,
            "aerial_lost": 0,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 1,
            "total_contest": 1,
            "won_contest": 0,
            "challenges_lost": 0,
            "fouls": 1,
            "fouls_drawn": 2,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 1,
            "big_chances_missed": 0,
            "xgot": 0.0,
            "ball_carries": 4,
            "total_progression": 16,
            "progressive_carries": 1,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.7,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.398,
            "pressing_faced": "LOW",
            "matchup_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
            "numerical_situation": "1v1",
            "opponent_defenders": "Lewis Ferguson",
            "opponent_faced": "Lewis Ferguson",
            "antagonist_source": "attacking_duel, defensive_duel, midfield_pairing",
            "fifa_overall": 75.0,
            "projected_goals": 0,
            "goal_probability": 0.0
          },
          "latest_10_games": [
            {
              "match_id": 14023958,
              "match_date": "2026-05-17",
              "home_team": "Wolverhampton",
              "away_team": "Fulham",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Wolverhampton",
              "opponent": "Fulham",
              "stats": {
                "minutes": 11,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.007,
                "total_shots": 0,
                "total_pass": 4,
                "accurate_pass": 3,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
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            "tackles": 0,
            "clearances": 0,
            "total_contest": 0,
            "won_contest": 0,
            "challenges_lost": 2,
            "fouls": 0,
            "fouls_drawn": 0,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "shots_off_target": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.0,
            "ball_carries": 4,
            "total_progression": 3,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.503,
            "bench_expected_minutes": 22.06,
            "fifa_overall": 70.0
          },
          "latest_10_games": [
            {
              "match_id": 16073315,
              "match_date": "2026-05-24",
              "home_team": "AC Sparta Praha",
              "away_team": "FC Hradec Králové",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "AC Sparta Praha",
              "opponent": "FC Hradec Králové",
              "stats": {
                "minutes": 14,
                "rating": 6.5,
                "expected_assists": 0.0819,
                "total_shots": 0,
                "total_pass": 5,
                "accurate_pass": 5,
                "key_pass": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "Czech First League",
              "league_id": "172",
              "league_slug": "1-liga",
              "league_country": "Czech Republic",
              "season_id": "77019",
              "season_name": "Chance Liga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 16073307,
              "match_date": "2026-05-17",
              "home_team": "FC Slovan Liberec",
              "away_team": "AC Sparta Praha",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "AC Sparta Praha",
              "opponent": "FC Slovan Liberec",
              "stats": {
                "minutes": 90,
                "rating": 7.2,
                "expected_goals": 0.0395,
                "expected_assists": 0.1555,
                "total_shots": 1,
                "total_pass": 67,
                "accurate_pass": 61,
                "key_pass": 3,
                "tackles": 1,
                "clearances": 1,
                "duels_won": 2,
                "ball_recovery": 9
              },
              "has_player_stats": true,
              "league_name": "Czech First League",
              "league_id": "172",
              "league_slug": "1-liga",
              "league_country": "Czech Republic",
              "season_id": "77019",
              "season_name": "Chance Liga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 16073302,
              "match_date": "2026-05-12",
              "home_team": "AC Sparta Praha",
              "away_team": "FC Viktoria Plzeň",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "AC Sparta Praha",
              "opponent": "FC Viktoria Plzeň",
              "stats": {
                "minutes": 90,
                "rating": 7.7,
                "expected_assists": 0.1012,
                "total_shots": 0,
                "total_pass": 70,
                "accurate_pass": 63,
                "tackles": 2,
                "tackles_won": 1,
                "interceptions": 1,
                "duels_won": 5,
                "ball_recovery": 6
              },
              "has_player_stats": true,
              "league_name": "Czech First League",
              "league_id": "172",
              "league_slug": "1-liga",
              "league_country": "Czech Republic",
              "season_id": "77019",
              "season_name": "Chance Liga 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 16860,
            "combined_rank_score": 2737.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 5252.0,
            "fifa_overall": 70.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 11,
            "squad_role": "substitute",
            "projected_match_rating": 6.9828,
            "source_file": "data/player_rankings.csv",
            "player_name": "Andy Irving",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Roberto",
                  "ranking": 16855
                },
                {
                  "player_name": "Franco Zapiola",
                  "ranking": 16856
                },
                {
                  "player_name": "Sondre Fet",
                  "ranking": 16857
                },
                {
                  "player_name": "Pavel Kadeřábek",
                  "ranking": 16858
                },
                {
                  "player_name": "Timo Letschert",
                  "ranking": 16859
                }
              ],
              "lower": [
                {
                  "player_name": "Luciano Gómez",
                  "ranking": 16861
                },
                {
                  "player_name": "Zakaria Labyad",
                  "ranking": 16862
                },
                {
                  "player_name": "Josip Mišić",
                  "ranking": 16863
                },
                {
                  "player_name": "Daiki Hashioka",
                  "ranking": 16864
                },
                {
                  "player_name": "Danley Jean Jacques",
                  "ranking": 16865
                }
              ]
            }
          }
        },
        "George Hirst": {
          "player_id": 839712,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 9,
          "height": 191,
          "market_value": 10900000,
          "stats": {
            "expected_goals": 0.0432,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "total_shots": 1,
            "rating": 6.8673,
            "minutes": 26,
            "expected_assists": 0.0144,
            "duels_won": 1,
            "aerial_won": 0,
            "key_pass": 0,
            "bench_appearance_probability": 0.576,
            "bench_expected_minutes": 25.67,
            "fifa_overall": 72.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 16467,
            "combined_rank_score": 2433.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 774.0,
            "sofascore_rating": 6.6,
            "sofascore_appearances": 2.0,
            "fifa_rank": 4092.0,
            "fifa_overall": 72.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 7,
            "squad_role": "substitute",
            "projected_match_rating": 6.8673,
            "source_file": "data/player_rankings.csv",
            "player_name": "George Hirst",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Boubacar Traoré",
                  "ranking": 16462
                },
                {
                  "player_name": "Alfonso Espino",
                  "ranking": 16463
                },
                {
                  "player_name": "Tom Louchet",
                  "ranking": 16464
                },
                {
                  "player_name": "Roberto Rosales",
                  "ranking": 16465
                },
                {
                  "player_name": "Alex Valera",
                  "ranking": 16466
                }
              ],
              "lower": [
                {
                  "player_name": "Jurgen Ekkelenkamp",
                  "ranking": 16468
                },
                {
                  "player_name": "Ransford Yeboah Königsdörffer",
                  "ranking": 16469
                },
                {
                  "player_name": "Seung-wook Park",
                  "ranking": 16470
                },
                {
                  "player_name": "Patrick de Paula",
                  "ranking": 16471
                },
                {
                  "player_name": "Urko González",
                  "ranking": 16472
                }
              ]
            }
          }
        },
        "Ross Stewart": {
          "player_id": 886117,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 11,
          "height": 188,
          "market_value": 4099999,
          "stats": {
            "expected_goals": 0.0416,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 0,
            "total_shots": 1,
            "rating": 6.7002,
            "minutes": 25,
            "expected_assists": 0.0139,
            "duels_won": 1,
            "aerial_won": 0,
            "key_pass": 0,
            "bench_appearance_probability": 0.561,
            "bench_expected_minutes": 25.35,
            "fifa_overall": 71.0
          },
          "latest_10_games": [],
          "ranking": {
            "global_player_rank": 16713,
            "combined_rank_score": 2620.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 5010.0,
            "fifa_overall": 71.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 13,
            "squad_role": "substitute",
            "projected_match_rating": 6.7002,
            "source_file": "data/player_rankings.csv",
            "player_name": "Ross Stewart",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Lameck Banda",
                  "ranking": 16708
                },
                {
                  "player_name": "Kevin Behrens",
                  "ranking": 16709
                },
                {
                  "player_name": "Hannes Delcroix",
                  "ranking": 16710
                },
                {
                  "player_name": "Enzo Martínez",
                  "ranking": 16711
                },
                {
                  "player_name": "Ilie Sánchez",
                  "ranking": 16712
                }
              ],
              "lower": [
                {
                  "player_name": "Tommaso Augello",
                  "ranking": 16714
                },
                {
                  "player_name": "Stefano Sabelli",
                  "ranking": 16715
                },
                {
                  "player_name": "Carlos Marin",
                  "ranking": 16716
                },
                {
                  "player_name": "Dominik Prpić",
                  "ranking": 16717
                },
                {
                  "player_name": "Jostein Gundersen",
                  "ranking": 16718
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.4,
        "expected_assists": 0.48,
        "total_shots": 12,
        "shots_on_target": 4,
        "total_passes": 273,
        "interceptions": 6,
        "tackles": 11,
        "avg_rating": 6.81,
        "possession_estimated_pct": 52.4,
        "pressing_actions_per_90": 7.5
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Wilson Isidor",
        "attacker_role": "ST",
        "attacker_market_value": 18500000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.616,
        "defenders": [
          "Grant Hanley",
          "Aaron Hickey"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.499,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.243,
        "xg_contribution": 0.106,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 3,
        "aerial_won": 1.7,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Grant Hanley",
            "role": "CB",
            "market_value": 195000,
            "tackles_attempted": 0.9,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.757
          },
          {
            "player": "Aaron Hickey",
            "role": "CB",
            "market_value": 16500000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.757
          }
        ],
        "duel_analysis": "Wilson Isidor (ST) is heavily outmatched defensively against Grant Hanley and Aaron Hickey in a 2-defender block. Duel win probability: 24%.  Projected xG contribution: 0.106 — with very limited chance creation expected."
      },
      {
        "attacker": "Ruben Providence",
        "attacker_role": "LM",
        "attacker_market_value": 270000,
        "attacker_height": 172,
        "attacker_skill_quality": 0.403,
        "defenders": [
          "Jack Hendry"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.43,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.388,
        "xg_contribution": 0.0467,
        "shots_in_zone": 1.4,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jack Hendry",
            "role": "RB",
            "market_value": 2400000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.7,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.612
          }
        ],
        "duel_analysis": "Ruben Providence (LM) faces tough defensive resistance against Jack Hendry in a direct 1v1 contest. Duel win probability: 39%.  Projected xG contribution: 0.047 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Louicius Don Deedson",
        "attacker_role": "RM",
        "attacker_market_value": 1300000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.416,
        "defenders": [
          "Andy Robertson"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.493,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.426,
        "xg_contribution": 0.148,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Andy Robertson",
            "role": "LB",
            "market_value": 7500000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.7,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.574
          }
        ],
        "duel_analysis": "Louicius Don Deedson (RM) is evenly matched against Andy Robertson in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.148 — with neither side clearly dominant."
      },
      {
        "attacker": "Jean-Ricner Bellegarde",
        "attacker_role": "CM",
        "attacker_market_value": 17600000,
        "attacker_height": 170,
        "attacker_skill_quality": 0.607,
        "defenders": [
          "Lewis Ferguson"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.557,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.398,
        "xg_contribution": 0.1226,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Lewis Ferguson",
            "role": "CM",
            "market_value": 13000000,
            "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": 1.2,
            "defensive_success_rate": 0.602
          }
        ],
        "duel_analysis": "Jean-Ricner Bellegarde (CM) faces tough defensive resistance against Lewis Ferguson in a direct 1v1 contest. Duel win probability: 40%.  Projected xG contribution: 0.123 — and is restricted in space and time on the ball."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Che Adams",
        "attacker_role": "ST",
        "attacker_market_value": 4800000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.46,
        "defenders": [
          "Carlens Arcus",
          "Martin Expérience"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.414,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.205,
        "xg_contribution": 0.1072,
        "shots_in_zone": 2.1,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 3,
        "aerial_won": 1.4,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Carlens Arcus",
            "role": "CB",
            "market_value": 1900000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.795
          },
          {
            "player": "Martin Expérience",
            "role": "CB",
            "market_value": 360000,
            "tackles_attempted": 0.9,
            "tackles_won": 1.0,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.795
          }
        ],
        "duel_analysis": "Che Adams (ST) is heavily outmatched defensively against Carlens Arcus and Martin Expérience in a 2-defender block. Duel win probability: 20%.  Projected xG contribution: 0.107 — with very limited chance creation expected."
      },
      {
        "attacker": "John McGinn",
        "attacker_role": "LM",
        "attacker_market_value": 14500000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.574,
        "defenders": [
          "Ricardo Adé"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.404,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.476,
        "xg_contribution": 0.1431,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.3,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Ricardo Adé",
            "role": "RB",
            "market_value": 310000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.6,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.524
          }
        ],
        "duel_analysis": "John McGinn (LM) is evenly matched against Ricardo Adé in a direct 1v1 contest. Duel win probability: 48%.  Projected xG contribution: 0.143 — with neither side clearly dominant."
      },
      {
        "attacker": "Scott McTominay",
        "attacker_role": "RM",
        "attacker_market_value": 38000000,
        "attacker_height": 193,
        "attacker_skill_quality": 0.77,
        "defenders": [
          "Hannes Delcroix"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.426,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.647,
        "xg_contribution": 0.1603,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.7,
        "aerial_duels": 2,
        "aerial_won": 1.4,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.0,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Hannes Delcroix",
            "role": "LB",
            "market_value": 2100000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.3,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.353
          }
        ],
        "duel_analysis": "Scott McTominay (RM) has a clear attacking advantage against Hannes Delcroix in a direct 1v1 contest. Duel win probability: 65%. The quality gap is significant (€38M vs €2M avg). Projected xG contribution: 0.160 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Lewis Ferguson",
        "attacker_role": "CM",
        "attacker_market_value": 13000000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.557,
        "defenders": [
          "Jean-Ricner Bellegarde"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.607,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.442,
        "xg_contribution": 0.1235,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jean-Ricner Bellegarde",
            "role": "CM",
            "market_value": 17600000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.558
          }
        ],
        "duel_analysis": "Lewis Ferguson (CM) is evenly matched against Jean-Ricner Bellegarde in a direct 1v1 contest. Duel win probability: 44%.  Projected xG contribution: 0.123 — with neither side clearly dominant."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.483,
      "away_midfield_power": 0.646,
      "home_creative_power": 0.411,
      "away_creative_power": 0.604,
      "home_defensive_power": 0.411,
      "away_defensive_power": 0.597,
      "home_dominance_ratio": 0.428,
      "home_midfield_count": 3,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Ruben Providence",
        "Jean-Ricner Bellegarde",
        "Danley Jean Jacques"
      ],
      "away_midfield_players": [
        "John McGinn",
        "Scott McTominay",
        "Lewis Ferguson",
        "Ben Gannon-Doak"
      ],
      "possession_advantage": "away",
      "estimated_possession_home_pct": 47.6,
      "estimated_possession_away_pct": 52.4,
      "home_pressing_actions_per_90": 6.3,
      "away_pressing_actions_per_90": 7.5,
      "home_key_passes_projected": 4.0,
      "away_key_passes_projected": 5.1,
      "home_throughball_threat": 1.8,
      "away_throughball_threat": 2.4,
      "key_personal_duel": "Jean-Ricner Bellegarde vs Scott McTominay",
      "midfield_lambda_factor_home": 0.971,
      "midfield_lambda_factor_away": 1.029
    },
    "formation_analysis": {
      "home_formation": "4-4-2",
      "away_formation": "4-4-2",
      "home_tactical_bonus": 0.0,
      "away_tactical_bonus": 0.0,
      "formation_verdict": "Tactical parity between 4-4-2 and 4-4-2. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 0.85,
    "away_lambda": 1.398,
    "home_top_threat_zones": [
      "Right Mid vs Left Back — Wide Channel",
      "Central Mid vs Central Mid — Box-to-Box Midfield Contest"
    ],
    "away_top_threat_zones": [
      "Right Mid vs Left Back — Wide Channel",
      "Left Mid vs Right Back — Wide Channel"
    ],
    "home_player_antagonists": {
      "Wilson Isidor": {
        "opponents": [
          "Grant Hanley",
          "Aaron Hickey"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Ruben Providence": {
        "opponents": [
          "Jack Hendry",
          "John McGinn"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Louicius Don Deedson": {
        "opponents": [
          "Andy Robertson"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel"
      },
      "Jean-Ricner Bellegarde": {
        "opponents": [
          "Lewis Ferguson",
          "Scott McTominay"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Carlens Arcus": {
        "opponents": [
          "Che Adams"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Martin Expérience": {
        "opponents": [
          "Che Adams"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Ricardo Adé": {
        "opponents": [
          "John McGinn"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Hannes Delcroix": {
        "opponents": [
          "Scott McTominay"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Danley Jean Jacques": {
        "opponents": [
          "Ben Gannon-Doak"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Johny Placide": {
        "opponents": [
          "Lawrence Shankland",
          "Che Adams"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Frantzdy Pierrot": {
        "opponents": [
          "Aaron Hickey",
          "Andy Robertson"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Grant Hanley": {
        "opponents": [
          "Wilson Isidor"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Aaron Hickey": {
        "opponents": [
          "Wilson Isidor"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Jack Hendry": {
        "opponents": [
          "Ruben Providence"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Andy Robertson": {
        "opponents": [
          "Louicius Don Deedson"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Lewis Ferguson": {
        "opponents": [
          "Jean-Ricner Bellegarde"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Che Adams": {
        "opponents": [
          "Carlens Arcus",
          "Martin Expérience"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "John McGinn": {
        "opponents": [
          "Ricardo Adé",
          "Ruben Providence"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Scott McTominay": {
        "opponents": [
          "Hannes Delcroix",
          "Jean-Ricner Bellegarde"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Ben Gannon-Doak": {
        "opponents": [
          "Danley Jean Jacques"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Angus Gunn": {
        "opponents": [
          "Frantzdy Pierrot",
          "Louicius Don Deedson"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Lawrence Shankland": {
        "opponents": [
          "Hannes Delcroix",
          "Carlens Arcus"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Away midfield dictates play with ~52% possession expected (Jean-Ricner Bellegarde vs Scott McTominay). Total antagonist xG — Home: 0.42, Away: 0.53. Home danger zone: Right Mid vs Left Back — Wide Channel. Away danger zone: Right Mid vs Left Back — Wide Channel.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0204,
      "away_gk_opposition_factor": 1.0252,
      "home_set_piece_bonus": 0.107,
      "away_set_piece_bonus": 0.112,
      "home_defensive_solidity_vs": 0.9968,
      "away_defensive_solidity_vs": 1.014,
      "home_midfield_factor": 0.971,
      "away_midfield_factor": 1.029,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.4571,
      "away_avg_quality": 0.5305,
      "avg_quality_gap": -0.0734,
      "squad_value_gap_log": -0.7737,
      "top5_value_gap_log": -0.6922,
      "attack_value_gap_log": -0.6197,
      "elite_count_gap": 0,
      "combined_quality_gap": -0.1133,
      "stronger_lambda_boost": 0.2494,
      "weaker_lambda_suppression": 0.1587,
      "home_bench_lambda_bonus": 0.0802,
      "away_bench_lambda_bonus": 0.0624,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": -0.1133,
      "mismatch_favorite_lambda_boost": 1.0843,
      "mismatch_underdog_lambda_factor": 0.9784,
      "pre_mismatch_home_lambda": 0.784,
      "pre_mismatch_away_lambda": 1.289,
      "competitive_underdog_floor_applied": true,
      "competitive_underdog_floor": 0.85,
      "pre_competitive_floor_home_lambda": 0.767,
      "pre_competitive_floor_away_lambda": 1.398,
      "pre_calibration_home_lambda": 0.7842,
      "pre_calibration_away_lambda": 1.2894,
      "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": true,
      "final_home_lambda": 0.85,
      "final_away_lambda": 1.398
    }
  },
  "home_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "away_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "timestamp": "2026-06-13T19:23:33Z"
}