{
  "match_info": {
    "home_team": "Brighton",
    "away_team": "Leeds",
    "tournament": "Premier League",
    "date": "20260905",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "4-4-2",
    "lineup_status": "projected_from_squad",
    "lineup_source": "/teams/get-squad",
    "lineup_confirmed": false,
    "lineup_confidence": 0.45
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1259,
    "match_resolution": "draw",
    "predicted_winner": null,
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.2659,
      "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": 0.1259
      },
      {
        "score": "1-0",
        "probability": 0.1214
      },
      {
        "score": "2-1",
        "probability": 0.0909
      },
      {
        "score": "2-0",
        "probability": 0.0891
      },
      {
        "score": "0-0",
        "probability": 0.0852
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0852,
      "0-1": 0.0848,
      "0-2": 0.0438,
      "0-3": 0.0149,
      "0-4": 0.0038,
      "0-5": 0.0008,
      "1-0": 0.1214,
      "1-1": 0.1259,
      "1-2": 0.0637,
      "1-3": 0.0217,
      "1-4": 0.0055,
      "1-5": 0.0011,
      "2-0": 0.0891,
      "2-1": 0.0909,
      "2-2": 0.0463,
      "2-3": 0.0158,
      "2-4": 0.004,
      "2-5": 0.0008,
      "3-0": 0.0432,
      "3-1": 0.0441,
      "3-2": 0.0225,
      "3-3": 0.0076,
      "3-4": 0.0019,
      "4-0": 0.0157,
      "4-1": 0.016,
      "4-2": 0.0082,
      "4-3": 0.0028,
      "4-4": 0.0007,
      "5-0": 0.0046,
      "5-1": 0.0047,
      "5-2": 0.0024,
      "5-3": 0.0008,
      "6-0": 0.0011,
      "6-1": 0.0011,
      "6-2": 0.0006
    },
    "outcome": {
      "home_win": 0.4703,
      "draw": 0.2659,
      "away_win": 0.2638
    },
    "markets": {
      "over_2_5_goals": 0.4498,
      "under_2_5_goals": 0.5502,
      "btts_yes": 0.4912,
      "btts_no": 0.5088,
      "home_clean_sheet": 0.3606,
      "away_clean_sheet": 0.2334
    },
    "home_ratings": {
      "DR": 7.25,
      "MCR": 7.42,
      "ATR": 7.05,
      "GK": 7.48
    },
    "away_ratings": {
      "DR": 7.12,
      "MCR": 7.3,
      "ATR": 7.09,
      "GK": 7.18
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Brighton vs Leeds. Most likely scoreline: 1-1. Lambdas derived from 5 home and 4 away individual player duels.",
      "key_player": "Projected scorer(s): Yasin Ayari, Dominic Calvert-Lewin",
      "tactical_analysis": "4-2-3-1 creates structural superiority against 4-4-2. Home team should exploit wider spaces and numerical advantages in transition. Midfield is evenly contested — Carlos Baleba vs Ethan Ampadu will be the pivotal duel. Total antagonist xG — Home: 0.64, Away: 0.50. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Right Mid vs Left Back — Wide Channel."
    },
    "confidence": 0.6,
    "home_lambda": 1.455,
    "away_lambda": 1.02
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.4703,
      "draw": 0.2659,
      "away_win": 0.2638
    },
    "favorite": "Brighton",
    "favorite_win_probability": 0.4703,
    "fair_spread": 0.435,
    "fair_total": 2.475,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Brighton",
        "estimate": 1.455,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Leeds",
        "estimate": 1.02,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.4498,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4912,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Brighton",
        "estimate": 1.0,
        "probability": 0.3606,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Leeds",
        "estimate": 1.0,
        "probability": 0.2334,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Charalampos Kostoulas (Brighton)",
        "estimate": 0.1973,
        "probability": 0.1574,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Dominic Calvert-Lewin (Leeds)",
        "estimate": 0.2788,
        "probability": 0.3811,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Georginio Rutter (Brighton)",
        "estimate": 0.189,
        "probability": 0.2152,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Harry Wilson (Leeds)",
        "estimate": 0.1528,
        "probability": 0.2638,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 2.475,
      "expected_total_shots": 28,
      "expected_total_passes": 779,
      "expected_pressing_actions_per_90": 17.1,
      "possession_home_pct": 51.3,
      "possession_away_pct": 48.7,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Brighton",
      "favorite_win_probability": 0.4703,
      "script": "Brighton is the fair winner side, but the baseline remains narrow: fair spread +0.43 goals and fair total 2.48.",
      "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 14 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Leeds must keep the match inside one goal.",
      "late_game": "A Brighton lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Leeds chance creation leans on Brenden Aaronson against Ferdi Kadıoğlu in Right Mid vs Left Back — Wide Channel; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Brighton: starters carry the main goal usage through Yasin Ayari; bench watchlist: Jack Hinshelwood, Stefanos Tzimas, Evan Ferguson.",
      "Leeds: starters carry the main goal usage through Dominic Calvert-Lewin; bench watchlist: Wilfried Gnonto, Sean Longstaff, Joël Piroe.",
      "Assist usage should flow through Georginio Rutter, Harry Wilson; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Brighton tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 14 total first-half shots, and 1.24 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 Leeds 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 Brighton.",
      "Leeds 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": {
    "Brighton": {
      "formation": "4-2-3-1",
      "players": {
        "Bart Verbruggen": {
          "player_id": 994363,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 193,
          "market_value": 37000000,
          "stats": {
            "saves": 3,
            "goals_prevented": 0.0025,
            "rating": 7.4768,
            "minutes": 95,
            "total_pass": 34,
            "accurate_pass": 25,
            "total_long_balls": 13,
            "accurate_long_balls": 5,
            "touches": 42,
            "clearances": 1,
            "ball_recovery": 8,
            "high_claims": 2,
            "punches": 1.0792,
            "aerial_won": 1,
            "sweeper_actions": 1,
            "sweeper_accurate": 1,
            "saves_inside_box": 2,
            "possession_lost": 9.7131,
            "duels_won": 1,
            "duels_lost": 1,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 0,
            "fouls_drawn": 0,
            "total_own_half_passes": 24,
            "accurate_own_half_passes": 23,
            "expected_saves": 1.04,
            "high_pressure_saves": 0.4,
            "shots_faced": 2.2,
            "opponent_faced": "Brenden Aaronson, Noah Okafor",
            "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": 78.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 16363236,
              "match_date": "2026-08-23 13:00:00 UTC",
              "league_name": "Premier League",
              "league_id": 17,
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": 96668,
              "season_name": "Premier League 26/27",
              "season_year": "26/27",
              "home_team": "Brighton",
              "away_team": "Aston Villa",
              "home_score_current": 4.0,
              "away_score_current": 0.0,
              "team_side": "home",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Brighton",
              "opponent": "Aston Villa",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_type": "played",
              "match_id": 12812998,
              "match_date": "2026-06-30 01:00:00 UTC",
              "league_name": "FIFA World Cup",
              "league_id": 16,
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": 58210,
              "season_name": "World Cup 2026",
              "season_year": "2026",
              "home_team": "Netherlands",
              "away_team": "Morocco",
              "home_score_current": 3.0,
              "away_score_current": 4.0,
              "team_side": "home",
              "status_code": 120,
              "status_type": "finished",
              "status_description": "AP",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Netherlands",
              "opponent": "Morocco",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 15186973,
              "match_date": "2026-06-25",
              "home_team": "Tunisia",
              "away_team": "Netherlands",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Tunisia",
              "stats": {
                "minutes": 90,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0002,
                "total_shots": 0,
                "total_pass": 18,
                "accurate_pass": 18,
                "ball_recovery": 6,
                "saves": 3,
                "goals_prevented": -0.0571
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186957,
              "match_date": "2026-06-20",
              "home_team": "Netherlands",
              "away_team": "Sweden",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Sweden",
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                "minutes": 90,
                "rating": 8.3,
                "assists": 0,
                "expected_assists": 0.0008,
                "total_shots": 0,
                "total_pass": 34,
                "accurate_pass": 24,
                "clearances": 1,
                "ball_recovery": 7,
                "saves": 7,
                "goals_prevented": 0.7083
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186945,
              "match_date": "2026-06-14",
              "home_team": "Netherlands",
              "away_team": "Japan",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Japan",
              "stats": {
                "minutes": 90,
                "rating": 6.0,
                "assists": 0,
                "expected_assists": 0.0016,
                "total_shots": 0,
                "total_pass": 30,
                "accurate_pass": 20,
                "ball_recovery": 5,
                "saves": 1,
                "goals_prevented": -0.6757
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14023959,
              "match_date": "2026-05-24",
              "home_team": "Brighton & Hove Albion",
              "away_team": "Manchester United",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brighton & Hove Albion",
              "opponent": "Manchester United",
              "stats": {
                "minutes": 90,
                "rating": 6.3,
                "assists": 0,
                "expected_assists": 0.0008,
                "total_shots": 0,
                "total_pass": 37,
                "accurate_pass": 32,
                "clearances": 1,
                "ball_recovery": 10,
                "saves": 5,
                "goals_prevented": -0.8221
              },
              "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": 14023954,
              "match_date": "2026-05-17",
              "home_team": "Leeds United",
              "away_team": "Brighton & Hove Albion",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Brighton & Hove Albion",
              "opponent": "Leeds United",
              "stats": {
                "minutes": 90,
                "rating": 6.1,
                "assists": 0,
                "expected_assists": 0.0005,
                "total_shots": 0,
                "total_pass": 33,
                "accurate_pass": 20,
                "clearances": 1,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 10,
                "saves": 1,
                "goals_prevented": -0.1713
              },
              "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": 14023935,
              "match_date": "2026-05-09",
              "home_team": "Brighton & Hove Albion",
              "away_team": "Wolverhampton",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brighton & Hove Albion",
              "opponent": "Wolverhampton",
              "stats": {
                "minutes": 90,
                "rating": 7.0,
                "assists": 0,
                "expected_assists": 0.0004,
                "total_shots": 0,
                "total_pass": 41,
                "accurate_pass": 28,
                "ball_recovery": 7,
                "saves": 1,
                "goals_prevented": 0.0899
              },
              "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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              "match_id": 13233683,
              "match_date": "2025-11-17",
              "home_team": "Netherlands",
              "away_team": "Lithuania",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Netherlands",
              "opponent": "Lithuania",
              "stats": {
                "minutes": 90,
                "rating": 7.0,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 26,
                "accurate_pass": 23,
                "ball_recovery": 4,
                "saves": 1
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. UEFA",
              "league_id": "11",
              "league_slug": "world-championship-qual-uefa",
              "league_country": "Europe",
              "season_id": "69427",
              "season_name": "World Cup Qualification, UEFA 2026",
              "season_year": "2026"
            }
          ],
          "ranking": {
            "global_player_rank": 15175,
            "combined_rank_score": 659.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 317.0,
            "sofascore_rating": 7.0421,
            "sofascore_appearances": 38.0,
            "fifa_rank": 1001.0,
            "fifa_overall": 78.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 5,
            "squad_role": "starter",
            "projected_match_rating": 7.4768,
            "source_file": "data/player_rankings.csv",
            "player_name": "Bart Verbruggen",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Anthony Caci",
                  "ranking": 15170
                },
                {
                  "player_name": "Ayoze Pérez",
                  "ranking": 15171
                },
                {
                  "player_name": "Rodrigo Rey",
                  "ranking": 15172
                },
                {
                  "player_name": "Robin Zentner",
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                },
                {
                  "player_name": "Paul Nebel",
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              ],
              "lower": [
                {
                  "player_name": "Leonardo Valencia",
                  "ranking": 15176
                },
                {
                  "player_name": "Gulyamkhaydar Gulyamov",
                  "ranking": 15177
                },
                {
                  "player_name": "Daykol Romero",
                  "ranking": 15178
                },
                {
                  "player_name": "Yimmi Chará",
                  "ranking": 15179
                },
                {
                  "player_name": "Sebastián Cabrera",
                  "ranking": 15180
                }
              ]
            }
          },
          "data_sources": [
            "match_history",
            "market_value"
          ],
          "data_confidence": 0.688,
          "history_matches": 7
        },
        "Luka Vušković": {
          "player_id": 1405212,
          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 44,
          "height": 193,
          "market_value": 64000000,
          "stats": {
            "interceptions": 1,
            "tackles": 1,
            "tackles_won": 1,
            "clearances": 5,
            "aerial_won": 3,
            "rating": 7.5204,
            "minutes": 71,
            "total_pass": 39,
            "accurate_pass": 32,
            "duels_won": 5,
            "total_long_balls": 6,
            "accurate_long_balls": 4,
            "total_own_half_passes": 24,
            "accurate_own_half_passes": 23,
            "total_opp_half_passes": 15,
            "accurate_opp_half_passes": 9,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 57,
            "possession_lost": 9.6085,
            "dispossessed": 1.1083,
            "duels_lost": 5,
            "aerial_lost": 3,
            "total_contest": 3,
            "won_contest": 2,
            "ball_recovery": 6,
            "challenges_lost": 2,
            "fouls": 2,
            "fouls_drawn": 1,
            "blocks": 2,
            "goal_rate": 1.1083,
            "goals": 0,
            "assists": 0,
            "expected_goals": 0.061,
            "expected_assists": 0.133,
            "total_shots": 1,
            "shots_on_target": 2,
            "shots_off_target": 1,
            "big_chances_created": 0,
            "xgot": 0.0997,
            "ball_carries": 14,
            "total_progression": 35,
            "progressive_carries": 1,
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              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 18101,
            "combined_rank_score": 1783.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 879.0,
            "sofascore_rating": 6.6286,
            "sofascore_appearances": 23.0,
            "fifa_rank": 2687.0,
            "fifa_overall": 74.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 11,
            "squad_role": "substitute",
            "projected_match_rating": 6.5274,
            "source_file": "data/player_rankings.csv",
            "player_name": "Wilfried Gnonto",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Julio Enciso",
                  "ranking": 18096
                },
                {
                  "player_name": "Yoan Bonny",
                  "ranking": 18097
                },
                {
                  "player_name": "Denis Suárez",
                  "ranking": 18098
                },
                {
                  "player_name": "Tiago Gouveia",
                  "ranking": 18099
                },
                {
                  "player_name": "Erik Thommy",
                  "ranking": 18100
                }
              ],
              "lower": [
                {
                  "player_name": "Claudio Echeverri",
                  "ranking": 18102
                },
                {
                  "player_name": "Ezequiel Ponce",
                  "ranking": 18103
                },
                {
                  "player_name": "Ben Brereton Díaz",
                  "ranking": 18104
                },
                {
                  "player_name": "Iván Villar",
                  "ranking": 18105
                },
                {
                  "player_name": "Okan Kocuk",
                  "ranking": 18106
                }
              ]
            }
          },
          "data_sources": [
            "match_history",
            "market_value"
          ],
          "data_confidence": 0.438,
          "history_matches": 3
        },
        "Joël Piroe": {
          "player_id": 850823,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 10,
          "height": 181,
          "market_value": 11900000,
          "stats": {
            "expected_goals": 0.022,
            "goal_rate": 0.0347,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.0077,
            "key_pass": 0,
            "rating": 6.3374,
            "minutes": 26,
            "total_shots": 0,
            "duels_won": 1,
            "aerial_won": 0,
            "total_pass": 1,
            "accurate_pass": 0,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 0,
            "accurate_opp_half_passes": 0,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 2,
            "possession_lost": 0.5791,
            "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": 0,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.0289,
            "offsides": 0,
            "ball_carries": 0,
            "total_progression": 4,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.578,
            "bench_expected_minutes": 25.72,
            "projected_substitution_order": 2,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.558,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 75.0
          },
          "latest_10_games": [
            {
              "match_id": 14023968,
              "match_date": "2026-05-24",
              "home_team": "West Ham United",
              "away_team": "Leeds United",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Leeds United",
              "opponent": "West Ham United",
              "stats": {
                "minutes": 12,
                "rating": 6.6,
                "assists": 0,
                "expected_goals": 0.0481,
                "expected_assists": 0.0,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 4,
                "accurate_pass": 2,
                "tackles": 1,
                "aerial_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": 14023954,
              "match_date": "2026-05-17",
              "home_team": "Leeds United",
              "away_team": "Brighton & Hove Albion",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Leeds United",
              "opponent": "Brighton & Hove Albion",
              "stats": {
                "minutes": 16,
                "rating": 6.4,
                "assists": 0,
                "expected_goals": 0.0424,
                "expected_assists": 0.0003,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 1,
                "accurate_pass": 1,
                "clearances": 1,
                "ball_recovery": 1
              },
              "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": 17983,
            "combined_rank_score": 1685.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 1050.0,
            "sofascore_rating": 6.4437,
            "sofascore_appearances": 16.0,
            "fifa_rank": 2321.0,
            "fifa_overall": 75.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 18,
            "squad_role": "substitute",
            "projected_match_rating": 6.3374,
            "source_file": "data/player_rankings.csv",
            "player_name": "Joël Piroe",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Hugo Bueno",
                  "ranking": 17978
                },
                {
                  "player_name": "Oliver Burke",
                  "ranking": 17979
                },
                {
                  "player_name": "Yann Aurel Bisseck",
                  "ranking": 17980
                },
                {
                  "player_name": "Cláudio Ramos",
                  "ranking": 17981
                },
                {
                  "player_name": "Víctor Ignacio Malcorra",
                  "ranking": 17982
                }
              ],
              "lower": [
                {
                  "player_name": "Mahmoud Dahoud",
                  "ranking": 17984
                },
                {
                  "player_name": "Emmanuel Latte Lath",
                  "ranking": 17985
                },
                {
                  "player_name": "Ivan Schranz",
                  "ranking": 17986
                },
                {
                  "player_name": "Matías Catalán",
                  "ranking": 17987
                },
                {
                  "player_name": "João Mendes",
                  "ranking": 17988
                }
              ]
            }
          },
          "data_sources": [
            "match_history",
            "market_value"
          ],
          "data_confidence": 0.375,
          "history_matches": 2
        },
        "Sean Longstaff": {
          "player_id": 866191,
          "position": "M",
          "position_depth": "M_BENCH",
          "is_starter": false,
          "shirt_number": 8,
          "height": 187,
          "market_value": 15300000,
          "stats": {
            "key_pass": 0,
            "expected_assists": 0.0119,
            "assists": 0,
            "expected_goals": 0.0073,
            "rating": 6.4658,
            "minutes": 23,
            "total_pass": 2,
            "accurate_pass": 2,
            "ball_recovery": 0,
            "duels_won": 1,
            "total_shots": 0,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_own_half_passes": 2,
            "accurate_own_half_passes": 2,
            "total_opp_half_passes": 2,
            "accurate_opp_half_passes": 1,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 3,
            "possession_lost": 0.8985,
            "dispossessed": 1.0247,
            "duels_lost": 1,
            "aerial_won": 0,
            "aerial_lost": 2,
            "interceptions": 0,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 0,
            "total_contest": 0,
            "won_contest": 0,
            "challenges_lost": 0,
            "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": 0.1232,
            "ball_carries": 1,
            "total_progression": 0,
            "progressive_carries": 0,
            "bench_appearance_probability": 0.525,
            "bench_expected_minutes": 22.55,
            "projected_substitution_order": 3,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.558,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 75.0
          },
          "latest_10_games": [
            {
              "match_id": 14023954,
              "match_date": "2026-05-17",
              "home_team": "Leeds United",
              "away_team": "Brighton & Hove Albion",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Leeds United",
              "opponent": "Brighton & Hove Albion",
              "stats": {
                "minutes": 30,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.1297,
                "total_shots": 0,
                "total_pass": 16,
                "accurate_pass": 11,
                "tackles": 1,
                "tackles_won": 1,
                "aerial_won": 1,
                "duels_won": 2,
                "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"
            },
            {
              "match_id": 14023944,
              "match_date": "2026-05-11",
              "home_team": "Tottenham Hotspur",
              "away_team": "Leeds United",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Leeds United",
              "opponent": "Tottenham Hotspur",
              "stats": {
                "minutes": 13,
                "rating": 6.8,
                "assists": 0,
                "expected_goals": 0.2453,
                "expected_assists": 0.0206,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 2,
                "accurate_pass": 1,
                "clearances": 1,
                "ball_recovery": 1
              },
              "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": 17466,
            "combined_rank_score": 1328.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 541.0,
            "sofascore_rating": 6.86,
            "sofascore_appearances": 23.0,
            "fifa_rank": 2115.0,
            "fifa_overall": 75.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 15,
            "squad_role": "substitute",
            "projected_match_rating": 6.4658,
            "source_file": "data/player_rankings.csv",
            "player_name": "Sean Longstaff",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Lorenzo Lucca",
                  "ranking": 17461
                },
                {
                  "player_name": "Sandi Lovrić",
                  "ranking": 17462
                },
                {
                  "player_name": "Portu",
                  "ranking": 17463
                },
                {
                  "player_name": "Cesinha",
                  "ranking": 17464
                },
                {
                  "player_name": "Jonas Urbig",
                  "ranking": 17465
                }
              ],
              "lower": [
                {
                  "player_name": "Gonçalo Guedes",
                  "ranking": 17467
                },
                {
                  "player_name": "Dani Rodríguez",
                  "ranking": 17468
                },
                {
                  "player_name": "Lukáš Červ",
                  "ranking": 17469
                },
                {
                  "player_name": "Aitor",
                  "ranking": 17470
                },
                {
                  "player_name": "Angelo Fulgini",
                  "ranking": 17471
                }
              ]
            }
          },
          "data_sources": [
            "match_history",
            "market_value"
          ],
          "data_confidence": 0.375,
          "history_matches": 2
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.02,
        "expected_assists": 0.69,
        "total_shots": 12,
        "shots_on_target": 5,
        "total_passes": 357,
        "interceptions": 8,
        "tackles": 14,
        "avg_rating": 7.18,
        "possession_estimated_pct": 48.7,
        "pressing_actions_per_90": 8.0
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Yankuba Minteh",
        "attacker_role": "LW",
        "attacker_market_value": 42000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.791,
        "defenders": [
          "Jaka Bijol"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.616,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.511,
        "xg_contribution": 0.1588,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jaka Bijol",
            "role": "RB",
            "market_value": 18500000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.489
          }
        ],
        "duel_analysis": "Yankuba Minteh (LW) is slightly favored against Jaka Bijol in a direct 1v1 contest. Duel win probability: 51%. The quality gap is significant (€42M vs €18M avg). Projected xG contribution: 0.159 — creating consistent moderate threat."
      },
      {
        "attacker": "Yasin Ayari",
        "attacker_role": "RW",
        "attacker_market_value": 36000000,
        "attacker_height": 172,
        "attacker_skill_quality": 0.758,
        "defenders": [
          "Gabriel Gudmundsson"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.497,
        "xg_contribution": 0.1018,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.7,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Gabriel Gudmundsson",
            "role": "LB",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.7,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.503
          }
        ],
        "duel_analysis": "Yasin Ayari (RW) is evenly matched against Gabriel Gudmundsson in a direct 1v1 contest. Duel win probability: 50%.  Projected xG contribution: 0.102 — with neither side clearly dominant."
      },
      {
        "attacker": "Georginio Rutter",
        "attacker_role": "CAM",
        "attacker_market_value": 31000000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.725,
        "defenders": [
          "Ethan Ampadu"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.702,
        "duel_zone": "CAM vs CM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.43,
        "xg_contribution": 0.1225,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Ethan Ampadu",
            "role": "CM",
            "market_value": 28000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.9,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.57
          }
        ],
        "duel_analysis": "Georginio Rutter (CAM) is evenly matched against Ethan Ampadu in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.123 — with neither side clearly dominant."
      },
      {
        "attacker": "Charalampos Kostoulas",
        "attacker_role": "ST",
        "attacker_market_value": 27000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Tarik Muharemović",
          "Joe Rodon"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.694,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.1434,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Tarik Muharemović",
            "role": "CB",
            "market_value": 38000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Joe Rodon",
            "role": "CB",
            "market_value": 18800000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Charalampos Kostoulas (ST) is heavily outmatched defensively against Tarik Muharemović and Joe Rodon in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.143 — with very limited chance creation expected."
      },
      {
        "attacker": "Carlos Baleba",
        "attacker_role": "CDM",
        "attacker_market_value": 53000000,
        "attacker_height": 179,
        "attacker_skill_quality": 0.834,
        "defenders": [
          "Ethan Ampadu"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.702,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.447,
        "xg_contribution": 0.1153,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Ethan Ampadu",
            "role": "CM",
            "market_value": 28000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.8,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.553
          }
        ],
        "duel_analysis": "Carlos Baleba (CDM) is evenly matched against Ethan Ampadu in a direct 1v1 contest. Duel win probability: 45%. The quality gap is significant (€53M vs €28M avg). Projected xG contribution: 0.115 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Noah Okafor",
        "attacker_role": "ST",
        "attacker_market_value": 27000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Luka Vušković",
          "Pascal Struijk"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.76,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.1476,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Luka Vušković",
            "role": "CB",
            "market_value": 64000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Pascal Struijk",
            "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
          }
        ],
        "duel_analysis": "Noah Okafor (ST) is heavily outmatched defensively against Luka Vušković and Pascal Struijk in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€27M vs €44M avg). Projected xG contribution: 0.148 — with very limited chance creation expected."
      },
      {
        "attacker": "Harry Wilson",
        "attacker_role": "LM",
        "attacker_market_value": 27000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Mats Wieffer"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.669,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.412,
        "xg_contribution": 0.1383,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Mats Wieffer",
            "role": "RB",
            "market_value": 24000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.588
          }
        ],
        "duel_analysis": "Harry Wilson (LM) faces tough defensive resistance against Mats Wieffer in a direct 1v1 contest. Duel win probability: 41%.  Projected xG contribution: 0.138 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Brenden Aaronson",
        "attacker_role": "RM",
        "attacker_market_value": 23000000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.66,
        "defenders": [
          "Ferdi Kadıoğlu"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.758,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.432,
        "xg_contribution": 0.1671,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.5,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Ferdi Kadıoğlu",
            "role": "LB",
            "market_value": 36000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.9,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.568
          }
        ],
        "duel_analysis": "Brenden Aaronson (RM) is evenly matched against Ferdi Kadıoğlu in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.167 — with neither side clearly dominant."
      },
      {
        "attacker": "Ethan Ampadu",
        "attacker_role": "CM",
        "attacker_market_value": 28000000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.702,
        "defenders": [
          "Carlos Baleba"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.834,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.403,
        "xg_contribution": 0.0424,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Carlos Baleba",
            "role": "CDM",
            "market_value": 53000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.597
          }
        ],
        "duel_analysis": "Ethan Ampadu (CM) faces tough defensive resistance against Carlos Baleba in a direct 1v1 contest. Duel win probability: 40%. The quality gap is significant (€28M vs €53M avg). Projected xG contribution: 0.042 — and is restricted in space and time on the ball."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.81,
      "away_midfield_power": 0.712,
      "home_creative_power": 0.872,
      "away_creative_power": 0.719,
      "home_defensive_power": 0.879,
      "away_defensive_power": 0.684,
      "home_dominance_ratio": 0.532,
      "home_midfield_count": 5,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Carlos Baleba",
        "Yankuba Minteh",
        "Yasin Ayari",
        "Georginio Rutter",
        "Diego Gómez"
      ],
      "away_midfield_players": [
        "Ethan Ampadu",
        "Harry Wilson",
        "Anton Stach",
        "Brenden Aaronson"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 51.3,
      "estimated_possession_away_pct": 48.7,
      "home_pressing_actions_per_90": 9.1,
      "away_pressing_actions_per_90": 8.0,
      "home_key_passes_projected": 6.7,
      "away_key_passes_projected": 5.8,
      "home_throughball_threat": 3.2,
      "away_throughball_threat": 2.8,
      "key_personal_duel": "Carlos Baleba vs Ethan Ampadu",
      "midfield_lambda_factor_home": 1.016,
      "midfield_lambda_factor_away": 0.986
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "4-4-2",
      "home_tactical_bonus": 0.07,
      "away_tactical_bonus": -0.04,
      "formation_verdict": "4-2-3-1 creates structural superiority against 4-4-2. Home team should exploit wider spaces and numerical advantages in transition."
    },
    "home_lambda": 1.455,
    "away_lambda": 1.02,
    "home_top_threat_zones": [
      "Left Wing vs Right Back — Flank Battle",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "away_top_threat_zones": [
      "Right Mid vs Left Back — Wide Channel",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "home_player_antagonists": {
      "Yankuba Minteh": {
        "opponents": [
          "Jaka Bijol",
          "Brenden Aaronson"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Yasin Ayari": {
        "opponents": [
          "Gabriel Gudmundsson",
          "Ethan Ampadu"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Georginio Rutter": {
        "opponents": [
          "Ethan Ampadu"
        ],
        "primary_zone": "CAM vs CM",
        "source": "attacking_duel, midfield_pairing"
      },
      "Charalampos Kostoulas": {
        "opponents": [
          "Tarik Muharemović",
          "Joe Rodon"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Carlos Baleba": {
        "opponents": [
          "Ethan Ampadu",
          "Anton Stach"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Luka Vušković": {
        "opponents": [
          "Noah Okafor"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Pascal Struijk": {
        "opponents": [
          "Noah Okafor"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Mats Wieffer": {
        "opponents": [
          "Harry Wilson"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Ferdi Kadıoğlu": {
        "opponents": [
          "Brenden Aaronson"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Diego Gómez": {
        "opponents": [
          "Harry Wilson"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Bart Verbruggen": {
        "opponents": [
          "Dominic Calvert-Lewin",
          "Noah Okafor"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Jaka Bijol": {
        "opponents": [
          "Yankuba Minteh"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Gabriel Gudmundsson": {
        "opponents": [
          "Yasin Ayari"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Ethan Ampadu": {
        "opponents": [
          "Georginio Rutter",
          "Carlos Baleba",
          "Yasin Ayari"
        ],
        "primary_zone": "CAM vs CM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Tarik Muharemović": {
        "opponents": [
          "Charalampos Kostoulas"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Joe Rodon": {
        "opponents": [
          "Charalampos Kostoulas"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Noah Okafor": {
        "opponents": [
          "Luka Vušković",
          "Pascal Struijk"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Harry Wilson": {
        "opponents": [
          "Mats Wieffer",
          "Diego Gómez"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Brenden Aaronson": {
        "opponents": [
          "Ferdi Kadıoğlu",
          "Yankuba Minteh"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Anton Stach": {
        "opponents": [
          "Carlos Baleba"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "James Trafford": {
        "opponents": [
          "Charalampos Kostoulas",
          "Georginio Rutter"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Dominic Calvert-Lewin": {
        "opponents": [
          "Luka Vušković",
          "Ferdi Kadıoğlu"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Carlos Baleba vs Ethan Ampadu will be the pivotal duel. Total antagonist xG — Home: 0.64, Away: 0.50. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Right Mid vs Left Back — Wide Channel.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9054,
      "away_gk_opposition_factor": 0.8767,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.18,
      "home_defensive_solidity_vs": 0.9282,
      "away_defensive_solidity_vs": 0.9012,
      "home_midfield_factor": 1.016,
      "away_midfield_factor": 0.986,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.7443,
      "away_avg_quality": 0.6758,
      "avg_quality_gap": 0.0685,
      "squad_value_gap_log": 0.3521,
      "top5_value_gap_log": 0.4286,
      "attack_value_gap_log": 0.3085,
      "elite_count_gap": 3,
      "combined_quality_gap": 0.1496,
      "stronger_lambda_boost": 0.0823,
      "weaker_lambda_suppression": 0.0479,
      "home_bench_lambda_bonus": 0.1685,
      "away_bench_lambda_bonus": 0.0506,
      "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": 1.455,
      "pre_competitive_floor_away_lambda": 0.775,
      "pre_calibration_home_lambda": 1.3225,
      "pre_calibration_away_lambda": 0.7986,
      "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": 1.455,
      "final_away_lambda": 1.02
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 5,
    "opponent_position": 13,
    "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": 13,
    "opponent_position": 5,
    "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": "2026-09-05T13:30:48Z"
}