{
  "match_info": {
    "home_team": "Fulham",
    "away_team": "Chelsea",
    "tournament": "Premier League",
    "date": "20260824",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "3-4-2-1"
  },
  "prediction": {
    "most_likely_score": "0-2",
    "home_goals": 0,
    "away_goals": 2,
    "most_likely_score_probability": 0.1302,
    "match_resolution": "regulation",
    "predicted_winner": "Chelsea",
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.1586,
      "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": "0-2",
        "probability": 0.1302
      },
      {
        "score": "0-1",
        "probability": 0.1079
      },
      {
        "score": "0-3",
        "probability": 0.1045
      },
      {
        "score": "1-2",
        "probability": 0.0905
      },
      {
        "score": "1-1",
        "probability": 0.0755
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0452,
      "0-1": 0.1079,
      "0-2": 0.1302,
      "0-3": 0.1045,
      "0-4": 0.0629,
      "0-5": 0.0303,
      "0-6": 0.0122,
      "0-7": 0.0042,
      "0-8": 0.0013,
      "1-0": 0.031,
      "1-1": 0.0755,
      "1-2": 0.0905,
      "1-3": 0.0727,
      "1-4": 0.0437,
      "1-5": 0.0211,
      "1-6": 0.0085,
      "1-7": 0.0029,
      "1-8": 0.0009,
      "2-0": 0.0108,
      "2-1": 0.0261,
      "2-2": 0.0315,
      "2-3": 0.0252,
      "2-4": 0.0152,
      "2-5": 0.0073,
      "2-6": 0.0029,
      "2-7": 0.001,
      "3-0": 0.0025,
      "3-1": 0.0061,
      "3-2": 0.0073,
      "3-3": 0.0058,
      "3-4": 0.0035,
      "3-5": 0.0017,
      "3-6": 0.0007,
      "4-1": 0.0011,
      "4-2": 0.0013,
      "4-3": 0.001,
      "4-4": 0.0006
    },
    "outcome": {
      "home_win": 0.0882,
      "draw": 0.1586,
      "away_win": 0.7532
    },
    "markets": {
      "over_2_5_goals": 0.5994,
      "under_2_5_goals": 0.4006,
      "btts_yes": 0.4561,
      "btts_no": 0.5439,
      "home_clean_sheet": 0.09,
      "away_clean_sheet": 0.4991
    },
    "home_ratings": {
      "DR": 84.7,
      "MCR": 83.19,
      "ATR": 85.55,
      "GK": 86.91
    },
    "away_ratings": {
      "DR": 87.69,
      "MCR": 87.6,
      "ATR": 86.19,
      "GK": 84.66
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Fulham vs Chelsea. Most likely scoreline: 0-2. Lambdas derived from 4 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Enzo Fernández, João Pedro",
      "tactical_analysis": "Tactical parity between 4-2-3-1 and 3-4-2-1. Match outcome driven primarily by individual player quality. Away midfield dictates play with ~52% possession expected (Oscar Bobb vs Morgan Rogers). Total antagonist xG — Home: 0.53, Away: 0.76. Home danger zone: LW vs CB. Away danger zone: Shadow Striker vs CDM + CB — Zone 14 Battle."
    },
    "confidence": 0.84,
    "home_lambda": 0.695,
    "away_lambda": 2.408
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.0882,
      "draw": 0.1586,
      "away_win": 0.7532
    },
    "favorite": "Chelsea",
    "favorite_win_probability": 0.7532,
    "fair_spread": -1.713,
    "fair_total": 3.103,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Fulham",
        "estimate": 0.695,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Chelsea",
        "estimate": 2.408,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.5994,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4561,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Fulham",
        "estimate": 1.0,
        "probability": 0.09,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Chelsea",
        "estimate": 1.0,
        "probability": 0.4991,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Alex Iwobi (Fulham)",
        "estimate": 0.273,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "João Pedro (Chelsea)",
        "estimate": 0.7069,
        "probability": 0.4383,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Timothy Castagne (Fulham)",
        "estimate": 0.1497,
        "probability": 0.0,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Moisés Caicedo (Chelsea)",
        "estimate": 0.2655,
        "probability": 0.2322,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 3.103,
      "expected_total_shots": 24,
      "expected_total_passes": 831,
      "expected_pressing_actions_per_90": 15.5,
      "possession_home_pct": 47.9,
      "possession_away_pct": 52.1,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Chelsea",
      "favorite_win_probability": 0.7532,
      "script": "Chelsea is the fair winner side, but the baseline remains favorite-led: fair spread -1.71 goals and fair total 3.10.",
      "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 12 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Fulham must keep the match inside one goal.",
      "late_game": "A Chelsea lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Chelsea chance creation leans on João Pedro against Oscar Bobb, Jorge Cuenca in Shadow Striker vs CDM + CB — Zone 14 Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Fulham: starters carry the main goal usage through the highest xG attackers; bench watchlist: Kevin, Harry Wilson, Rodrigo Muniz.",
      "Chelsea: starters carry the main goal usage through Enzo Fernández, João Pedro; bench watchlist: Nicolas Jackson, Alejandro Garnacho.",
      "Assist usage should flow through Moisés Caicedo; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Chelsea tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 12 total first-half shots, and 1.55 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 Fulham 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 Chelsea.",
      "Fulham 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": {
    "Fulham": {
      "formation": "4-2-3-1",
      "players": {
        "Gonzalo García": {
          "player_id": 1402716,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 7,
          "height": 182,
          "market_value": 31000000,
          "stats": {
            "expected_goals": 0.0041,
            "goal_rate": 0.3631,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.0816,
            "key_pass": 1,
            "rating": 85.551,
            "minutes": 64,
            "total_shots": 2,
            "duels_won": 2,
            "aerial_won": 2,
            "total_pass": 13,
            "accurate_pass": 12,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 8,
            "accurate_opp_half_passes": 7,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 19,
            "possession_lost": 3.5547,
            "dispossessed": 1.0675,
            "duels_lost": 4,
            "aerial_lost": 2,
            "total_contest": 2,
            "won_contest": 1,
            "ball_recovery": 2,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 1,
            "assists": 0,
            "shots_off_target": 0,
            "interceptions": 0,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 3,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.5231,
            "offsides": 1,
            "ball_carries": 6,
            "total_progression": 18,
            "progressive_carries": 2,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.3,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.18,
            "pressing_faced": "ULTRA_HIGH",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Levi Colwill, Maxence Lacroix",
            "opponent_faced": "Levi Colwill, Maxence Lacroix",
            "antagonist_source": "attacking_duel",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 78.0
          },
          "latest_10_games": [
            {
              "match_id": 14083731,
              "match_date": "2026-05-23",
              "home_team": "Real Madrid",
              "away_team": "Athletic Club",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Athletic Club",
              "stats": {
                "minutes": 74,
                "rating": 7.4,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.4699,
                "expected_assists": 0.0321,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 13,
                "accurate_pass": 13,
                "key_pass": 1,
                "duels_won": 1
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083702,
              "match_date": "2026-05-17",
              "home_team": "Sevilla",
              "away_team": "Real Madrid",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Real Madrid",
              "opponent": "Sevilla",
              "stats": {
                "minutes": 13,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0049,
                "total_shots": 0,
                "total_pass": 5,
                "accurate_pass": 5
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14083649,
              "match_date": "2026-05-14",
              "home_team": "Real Madrid",
              "away_team": "Real Oviedo",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Real Oviedo",
              "stats": {
                "minutes": 69,
                "rating": 8.1,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.1444,
                "expected_assists": 0.2793,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 14,
                "accurate_pass": 13,
                "key_pass": 3,
                "clearances": 3,
                "aerial_won": 1,
                "duels_won": 3,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": "77559",
              "season_name": "LaLiga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15452752,
              "match_date": "2026-02-25",
              "home_team": "Real Madrid",
              "away_team": "Benfica",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Real Madrid",
              "opponent": "Benfica",
              "stats": {
                "minutes": 84,
                "rating": 6.5,
                "assists": 0,
                "expected_assists": 0.0187,
                "total_shots": 0,
                "total_pass": 17,
                "accurate_pass": 14,
                "key_pass": 1,
                "tackles": 1,
                "tackles_won": 1,
                "clearances": 2,
                "duels_won": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 15759,
            "combined_rank_score": 958.5,
            "ranking_source": "sofascore_plus_fifa_csv_filled",
            "ranking_status": "combined",
            "sofascore_rank": 824.0,
            "sofascore_rating": 6.6643,
            "sofascore_appearances": 30.0,
            "fifa_rank": 1093.0,
            "fifa_overall": 78.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 1,
            "squad_role": "starter",
            "projected_match_rating": 7.551,
            "source_file": "data/player_rankings.csv",
            "player_name": "Gonzalo García",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Atiya Waraga",
                  "ranking": 15754
                },
                {
                  "player_name": "Kyrian Nwoko",
                  "ranking": 15755
                },
                {
                  "player_name": "Romualdas Jansonas",
                  "ranking": 15756
                },
                {
                  "player_name": "Kepa",
                  "ranking": 15757
                },
                {
                  "player_name": "Santi Comesaña",
                  "ranking": 15758
                }
              ],
              "lower": [
                {
                  "player_name": "Chrislain Matsima",
                  "ranking": 15760
                },
                {
                  "player_name": "Youssouf Ndayishimiye",
                  "ranking": 15761
                },
                {
                  "player_name": "Philipp Köhn",
                  "ranking": 15762
                },
                {
                  "player_name": "Manor Solomon",
                  "ranking": 15763
                },
                {
                  "player_name": "Matvey Safonov",
                  "ranking": 15764
                }
              ]
            }
          }
        },
        "Joshua King": {
          "player_id": 1546231,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 24,
          "height": 172,
          "market_value": 26000000,
          "stats": {
            "key_pass": 0,
            "expected_assists": 0.0294,
            "assists": 0,
            "expected_goals": 0.0,
            "rating": 80.9029,
            "minutes": 19,
            "total_pass": 12,
            "accurate_pass": 10,
            "ball_recovery": 2,
            "duels_won": 2,
            "total_shots": 2,
            "total_long_balls": 1,
            "accurate_long_balls": 0,
            "total_own_half_passes": 2,
            "accurate_own_half_passes": 2,
            "total_opp_half_passes": 9,
            "accurate_opp_half_passes": 7,
            "crosses_total": 1,
            "crosses_accurate": 0,
            "touches": 18,
            "possession_lost": 4.223,
            "dispossessed": 1.0558,
            "duels_lost": 2,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 0,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 1,
            "total_contest": 2,
            "won_contest": 0,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 3,
            "goal_rate": 0.0,
            "goals": 0,
            "shots_on_target": 1,
            "shots_off_target": 1,
            "blocks": 1,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.3484,
            "ball_carries": 10,
            "total_progression": 47,
            "progressive_carries": 2,
            "dribbles_attempted": 4,
            "dribbles_successful": 1.0,
            "crosses_attempted": 2.3,
            "duel_win_rate": 0.291,
            "pressing_faced": "ULTRA_HIGH",
            "matchup_zone": "LW vs CB",
            "numerical_situation": "1v1",
            "opponent_defenders": "Levi Colwill",
            "opponent_faced": "Levi Colwill",
            "antagonist_source": "attacking_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 74.0
          },
          "latest_10_games": [
            {
              "match_id": 14023965,
              "match_date": "2026-05-24",
              "home_team": "Fulham",
              "away_team": "Newcastle United",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Fulham",
              "opponent": "Newcastle United",
              "stats": {
                "minutes": 18,
                "rating": 6.7,
                "assists": 0,
                "expected_goals": 0.0943,
                "expected_assists": 0.0139,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 6,
                "accurate_pass": 5,
                "key_pass": 1,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 1,
                "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"
            },
            {
              "match_id": 14023958,
              "match_date": "2026-05-17",
              "home_team": "Wolverhampton",
              "away_team": "Fulham",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Fulham",
              "opponent": "Wolverhampton",
              "stats": {
                "minutes": 23,
                "rating": 6.6,
                "assists": 0,
                "expected_assists": 0.0199,
                "total_shots": 0,
                "total_pass": 17,
                "accurate_pass": 16,
                "key_pass": 1,
                "duels_won": 3,
                "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"
            },
            {
              "match_id": 14023948,
              "match_date": "2026-05-09",
              "home_team": "Fulham",
              "away_team": "Bournemouth",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Fulham",
              "opponent": "Bournemouth",
              "stats": {
                "minutes": 14,
                "rating": 7.2,
                "assists": 0,
                "expected_goals": 0.0643,
                "expected_assists": 0.0288,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 10,
                "accurate_pass": 7,
                "tackles": 1,
                "clearances": 1,
                "duels_won": 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": 18077,
            "combined_rank_score": 1760.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 903.0,
            "sofascore_rating": 6.6125,
            "sofascore_appearances": 32.0,
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                "accurate_pass": 15,
                "key_pass": 2,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631361,
              "match_date": "2026-03-10",
              "home_team": "Atalanta",
              "away_team": "FC Bayern München",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "FC Bayern München",
              "opponent": "Atalanta",
              "stats": {
                "minutes": 90,
                "rating": 8.0,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 1,
                "expected_goals": 0.8323,
                "expected_assists": 0.5842,
                "total_shots": 5,
                "shots_on_target": 3,
                "shots_off_target": 2,
                "total_pass": 30,
                "accurate_pass": 24,
                "key_pass": 1,
                "aerial_won": 1,
                "duels_won": 1,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 10012,
            "combined_rank_score": 459.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 229.0,
            "sofascore_rating": 7.1571,
            "sofascore_appearances": 10.0,
            "fifa_rank": 689.0,
            "fifa_overall": 80.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 14,
            "squad_role": "substitute",
            "projected_match_rating": 7.3113,
            "source_file": "data/player_rankings.csv",
            "player_name": "Nicolas Jackson",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Brian Quinteros",
                  "ranking": 10007
                },
                {
                  "player_name": "Benjamin Cardenas",
                  "ranking": 10008
                },
                {
                  "player_name": "Dean Tenorio",
                  "ranking": 10009
                },
                {
                  "player_name": "Reynaldo Polo",
                  "ranking": 10010
                },
                {
                  "player_name": "Christian Nørgaard",
                  "ranking": 10011
                }
              ],
              "lower": [
                {
                  "player_name": "Yerlin Quinonez",
                  "ranking": 10013
                },
                {
                  "player_name": "Juan Pablo Freytes",
                  "ranking": 10014
                },
                {
                  "player_name": "Timi Max Elšnik",
                  "ranking": 10015
                },
                {
                  "player_name": "Arthur Gabriel",
                  "ranking": 10016
                },
                {
                  "player_name": "Ivan Kalyuzhnyi",
                  "ranking": 10017
                }
              ]
            }
          }
        },
        "Alejandro Garnacho": {
          "player_id": 1135873,
          "position": "F",
          "position_depth": "F_BENCH",
          "is_starter": false,
          "shirt_number": 49,
          "height": 180,
          "market_value": 37000000,
          "stats": {
            "expected_goals": 0.0229,
            "goal_rate": 0.0004,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.0005,
            "key_pass": 0,
            "rating": 83.9987,
            "minutes": 27,
            "total_shots": 0,
            "duels_won": 1,
            "aerial_won": 0,
            "total_pass": 3,
            "accurate_pass": 2,
            "total_long_balls": 0,
            "accurate_long_balls": 0,
            "total_opp_half_passes": 3,
            "accurate_opp_half_passes": 1,
            "crosses_total": 0,
            "crosses_accurate": 0,
            "touches": 6,
            "possession_lost": 1.8076,
            "dispossessed": 1.0792,
            "duels_lost": 1,
            "aerial_lost": 1,
            "total_contest": 1,
            "won_contest": 0,
            "ball_recovery": 1,
            "challenges_lost": 0,
            "fouls": 0,
            "fouls_drawn": 1,
            "assists": 0,
            "shots_off_target": 0,
            "interceptions": 1,
            "tackles_won": 0,
            "tackles": 0,
            "clearances": 1,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.1753,
            "offsides": 0,
            "ball_carries": 2,
            "total_progression": 7,
            "progressive_carries": 1,
            "bench_appearance_probability": 0.618,
            "bench_expected_minutes": 26.59,
            "projected_substitution_order": 2,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 2,
            "projected_substitution_expected_count": 2.752,
            "projected_substitution_game_state_adjustment": -1,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 77.0
          },
          "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": "away",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Aston Villa",
              "opponent": "Brighton",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 16087727,
              "match_date": "2026-05-19",
              "home_team": "Chelsea",
              "away_team": "Tottenham Hotspur",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Chelsea",
              "opponent": "Tottenham Hotspur",
              "stats": {
                "minutes": 9,
                "rating": 6.7,
                "assists": 0,
                "expected_assists": 0.0,
                "total_shots": 0,
                "total_pass": 3,
                "accurate_pass": 2,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 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"
            },
            {
              "match_id": 15631367,
              "match_date": "2026-03-17",
              "home_team": "Chelsea",
              "away_team": "Paris Saint-Germain",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Chelsea",
              "opponent": "Paris Saint-Germain",
              "stats": {
                "minutes": 31,
                "rating": 6.7,
                "assists": 0,
                "expected_goals": 0.2609,
                "expected_assists": 0.0032,
                "total_shots": 4,
                "shots_on_target": 3,
                "total_pass": 8,
                "accurate_pass": 4,
                "key_pass": 1,
                "duels_won": 1,
                "ball_recovery": 4
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631341,
              "match_date": "2026-03-11",
              "home_team": "Paris Saint-Germain",
              "away_team": "Chelsea",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Chelsea",
              "opponent": "Paris Saint-Germain",
              "stats": {
                "minutes": 2,
                "assists": 0,
                "total_shots": 0
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 11886396,
              "match_date": "2024-06-30",
              "home_team": "Argentina",
              "away_team": "Peru",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Argentina",
              "opponent": "Peru",
              "stats": {
                "minutes": 66,
                "rating": 6.9,
                "assists": 0,
                "expected_goals": 0.0944,
                "expected_assists": 0.004,
                "total_shots": 2,
                "shots_off_target": 1,
                "total_pass": 21,
                "accurate_pass": 16,
                "tackles": 2,
                "tackles_won": 1,
                "interceptions": 2,
                "clearances": 2,
                "duels_won": 5,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "Copa América",
              "league_id": "133",
              "league_slug": "copa-america",
              "league_country": "South America",
              "season_id": "57114",
              "season_name": "Copa America 2024",
              "season_year": "2024"
            }
          ],
          "ranking": {
            "global_player_rank": 16384,
            "combined_rank_score": 974.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 478.0,
            "sofascore_rating": 6.9,
            "sofascore_appearances": 1.0,
            "fifa_rank": 1470.0,
            "fifa_overall": 77.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 15,
            "squad_role": "substitute",
            "projected_match_rating": 6.9987,
            "source_file": "data/player_rankings.csv",
            "player_name": "Alejandro Garnacho",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Santiago Sosa",
                  "ranking": 16379
                },
                {
                  "player_name": "Rodrigo Mora",
                  "ranking": 16380
                },
                {
                  "player_name": "Romain Del Castillo",
                  "ranking": 16381
                },
                {
                  "player_name": "Ismael Doukouré",
                  "ranking": 16382
                },
                {
                  "player_name": "Zeki Çelik",
                  "ranking": 16383
                }
              ],
              "lower": [
                {
                  "player_name": "Leonardo Spinazzola",
                  "ranking": 16385
                },
                {
                  "player_name": "Vinícius Souza",
                  "ranking": 16386
                },
                {
                  "player_name": "Geovany Quenda",
                  "ranking": 16387
                },
                {
                  "player_name": "Jordan Lauton",
                  "ranking": 16388
                },
                {
                  "player_name": "Iñaki Peña",
                  "ranking": 16389
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 2,
        "expected_goals": 2.41,
        "expected_assists": 1.1,
        "total_shots": 13,
        "shots_on_target": 9,
        "total_passes": 449,
        "interceptions": 12,
        "tackles": 17,
        "avg_rating": 87.23,
        "possession_estimated_pct": 52.1,
        "pressing_actions_per_90": 8.3
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Joshua King",
        "attacker_role": "LW",
        "attacker_market_value": 26000000,
        "attacker_height": 172,
        "attacker_skill_quality": 0.686,
        "defenders": [
          "Levi Colwill"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.84,
        "duel_zone": "LW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.291,
        "xg_contribution": 0.2069,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 2.3,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Levi Colwill",
            "role": "CB",
            "market_value": 55000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.709
          }
        ],
        "duel_analysis": "Joshua King (LW) is heavily outmatched defensively against Levi Colwill in a direct 1v1 contest. Duel win probability: 29%. The quality gap is significant (€26M vs €55M avg). Projected xG contribution: 0.207 — with very limited chance creation expected."
      },
      {
        "attacker": "César Palacios",
        "attacker_role": "CAM",
        "attacker_market_value": 6800000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.484,
        "defenders": [
          "Moisés Caicedo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.895,
        "duel_zone": "CAM vs CM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.247,
        "xg_contribution": 0.1283,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.7,
        "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": "Moisés Caicedo",
            "role": "CM",
            "market_value": 104000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.4,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.753
          }
        ],
        "duel_analysis": "César Palacios (CAM) is heavily outmatched defensively against Moisés Caicedo in a direct 1v1 contest. Duel win probability: 25%. The quality gap is significant (€7M vs €104M avg). Projected xG contribution: 0.128 — with very limited chance creation expected."
      },
      {
        "attacker": "Alex Iwobi",
        "attacker_role": "RW",
        "attacker_market_value": 21000000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.641,
        "defenders": [
          "Levi Colwill"
        ],
        "defender_roles": [
          "CB"
        ],
        "def_skill_quality_avg": 0.84,
        "duel_zone": "RW vs CB",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.314,
        "xg_contribution": 0.1904,
        "shots_in_zone": 1.5,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.2,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Levi Colwill",
            "role": "CB",
            "market_value": 55000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.686
          }
        ],
        "duel_analysis": "Alex Iwobi (RW) is heavily outmatched defensively against Levi Colwill in a direct 1v1 contest. Duel win probability: 31%. The quality gap is significant (€21M vs €55M avg). Projected xG contribution: 0.190 — with very limited chance creation expected."
      },
      {
        "attacker": "Gonzalo García",
        "attacker_role": "ST",
        "attacker_market_value": 31000000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.725,
        "defenders": [
          "Levi Colwill",
          "Maxence Lacroix"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.838,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0034,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.7,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Levi Colwill",
            "role": "CB",
            "market_value": 55000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Maxence Lacroix",
            "role": "CB",
            "market_value": 54000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Gonzalo García (ST) is heavily outmatched defensively against Levi Colwill and Maxence Lacroix in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€31M vs €54M avg). Projected xG contribution: 0.003 — with very limited chance creation expected."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Cole Palmer",
        "attacker_role": "ST",
        "attacker_market_value": 92000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.89,
        "defenders": [
          "Jorge Cuenca",
          "Calvin Bassey"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.608,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.317,
        "xg_contribution": 0.0738,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jorge Cuenca",
            "role": "CB",
            "market_value": 8600000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.683
          },
          {
            "player": "Calvin Bassey",
            "role": "CB",
            "market_value": 29000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.1,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.683
          }
        ],
        "duel_analysis": "Cole Palmer (ST) is heavily outmatched defensively against Jorge Cuenca and Calvin Bassey in a 2-defender block. Duel win probability: 32%. The quality gap is significant (€92M vs €19M avg). Projected xG contribution: 0.074 — with very limited chance creation expected."
      },
      {
        "attacker": "João Pedro",
        "attacker_role": "SS",
        "attacker_market_value": 74000000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.876,
        "defenders": [
          "Oscar Bobb",
          "Jorge Cuenca"
        ],
        "defender_roles": [
          "CDM",
          "CB"
        ],
        "def_skill_quality_avg": 0.6,
        "duel_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.394,
        "xg_contribution": 0.2594,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Oscar Bobb",
            "role": "CDM",
            "market_value": 27000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.606
          },
          {
            "player": "Jorge Cuenca",
            "role": "CB",
            "market_value": 8600000,
            "tackles_attempted": 1.0,
            "tackles_won": 0.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.606
          }
        ],
        "duel_analysis": "João Pedro (SS) faces tough defensive resistance against Oscar Bobb and Jorge Cuenca in a 2-defender block. Duel win probability: 39%. The quality gap is significant (€74M vs €18M avg). Projected xG contribution: 0.259 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Morgan Rogers",
        "attacker_role": "LWB",
        "attacker_market_value": 105000000,
        "attacker_height": 187,
        "attacker_skill_quality": 0.895,
        "defenders": [
          "Timothy Castagne"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.494,
        "duel_zone": "Left Wingback vs Right Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.588,
        "xg_contribution": 0.0642,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.6,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 3.1,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Timothy Castagne",
            "role": "RB",
            "market_value": 7600000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.412
          }
        ],
        "duel_analysis": "Morgan Rogers (LWB) is slightly favored against Timothy Castagne in a direct 1v1 contest. Duel win probability: 59%. The quality gap is significant (€105M vs €8M avg). Projected xG contribution: 0.064 — creating consistent moderate threat."
      },
      {
        "attacker": "Marco Palestra",
        "attacker_role": "RWB",
        "attacker_market_value": 36000000,
        "attacker_height": 186,
        "attacker_skill_quality": 0.758,
        "defenders": [
          "Antonee Robinson"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.669,
        "duel_zone": "Right Wingback vs Left Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.452,
        "xg_contribution": 0.1598,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.9,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Antonee Robinson",
            "role": "LB",
            "market_value": 24000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.548
          }
        ],
        "duel_analysis": "Marco Palestra (RWB) is evenly matched against Antonee Robinson in a direct 1v1 contest. Duel win probability: 45%.  Projected xG contribution: 0.160 — with neither side clearly dominant."
      },
      {
        "attacker": "Moisés Caicedo",
        "attacker_role": "CM",
        "attacker_market_value": 104000000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.895,
        "defenders": [
          "Oscar Bobb"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.694,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.556,
        "xg_contribution": 0.2003,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.5,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Oscar Bobb",
            "role": "CDM",
            "market_value": 27000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.444
          }
        ],
        "duel_analysis": "Moisés Caicedo (CM) is slightly favored against Oscar Bobb in a direct 1v1 contest. Duel win probability: 56%. The quality gap is significant (€104M vs €27M avg). Projected xG contribution: 0.200 — creating consistent moderate threat."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.688,
      "away_midfield_power": 0.938,
      "home_creative_power": 0.542,
      "away_creative_power": 0.912,
      "home_defensive_power": 0.542,
      "away_defensive_power": 0.683,
      "home_dominance_ratio": 0.423,
      "home_midfield_count": 5,
      "away_midfield_count": 6,
      "home_midfield_players": [
        "Joshua King",
        "Oscar Bobb",
        "Sander Berge",
        "Alex Iwobi",
        "César Palacios"
      ],
      "away_midfield_players": [
        "Morgan Rogers",
        "Cole Palmer",
        "Marco Palestra",
        "Moisés Caicedo",
        "Enzo Fernández",
        "Pedro Neto"
      ],
      "possession_advantage": "away",
      "estimated_possession_home_pct": 47.9,
      "estimated_possession_away_pct": 52.1,
      "home_pressing_actions_per_90": 7.2,
      "away_pressing_actions_per_90": 8.3,
      "home_key_passes_projected": 4.8,
      "away_key_passes_projected": 7.0,
      "home_throughball_threat": 2.2,
      "away_throughball_threat": 3.3,
      "key_personal_duel": "Oscar Bobb vs Morgan Rogers",
      "midfield_lambda_factor_home": 0.975,
      "midfield_lambda_factor_away": 1.035
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "3-4-2-1",
      "home_tactical_bonus": 0.05,
      "away_tactical_bonus": -0.05,
      "formation_verdict": "Tactical parity between 4-2-3-1 and 3-4-2-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 0.695,
    "away_lambda": 2.408,
    "home_top_threat_zones": [
      "LW vs CB",
      "RW vs CB"
    ],
    "away_top_threat_zones": [
      "Shadow Striker vs CDM + CB — Zone 14 Battle",
      "Central Mid vs Defensive Mid — Pressing/Creation Duel"
    ],
    "home_player_antagonists": {
      "Joshua King": {
        "opponents": [
          "Levi Colwill",
          "Marco Palestra"
        ],
        "primary_zone": "LW vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "César Palacios": {
        "opponents": [
          "Moisés Caicedo",
          "Cole Palmer"
        ],
        "primary_zone": "CAM vs CM",
        "source": "attacking_duel, midfield_pairing"
      },
      "Alex Iwobi": {
        "opponents": [
          "Levi Colwill",
          "Pedro Neto"
        ],
        "primary_zone": "RW vs CB",
        "source": "attacking_duel, midfield_pairing"
      },
      "Gonzalo García": {
        "opponents": [
          "Levi Colwill",
          "Maxence Lacroix"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Jorge Cuenca": {
        "opponents": [
          "Cole Palmer",
          "João Pedro"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Calvin Bassey": {
        "opponents": [
          "Cole Palmer"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Oscar Bobb": {
        "opponents": [
          "João Pedro",
          "Moisés Caicedo",
          "Enzo Fernández"
        ],
        "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle",
        "source": "defensive_duel, midfield_pairing"
      },
      "Timothy Castagne": {
        "opponents": [
          "Morgan Rogers"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "Antonee Robinson": {
        "opponents": [
          "Marco Palestra"
        ],
        "primary_zone": "Right Wingback vs Left Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "Sander Berge": {
        "opponents": [
          "Morgan Rogers"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Bernd Leno": {
        "opponents": [
          "João Pedro",
          "Enzo Fernández"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Levi Colwill": {
        "opponents": [
          "Joshua King",
          "Alex Iwobi",
          "Gonzalo García"
        ],
        "primary_zone": "LW vs CB",
        "source": "defensive_duel"
      },
      "Moisés Caicedo": {
        "opponents": [
          "César Palacios",
          "Oscar Bobb"
        ],
        "primary_zone": "CAM vs CM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Maxence Lacroix": {
        "opponents": [
          "Gonzalo García"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Cole Palmer": {
        "opponents": [
          "Jorge Cuenca",
          "Calvin Bassey",
          "César Palacios"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "João Pedro": {
        "opponents": [
          "Oscar Bobb",
          "Jorge Cuenca"
        ],
        "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle",
        "source": "attacking_duel"
      },
      "Morgan Rogers": {
        "opponents": [
          "Timothy Castagne",
          "Sander Berge"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "attacking_duel, midfield_pairing"
      },
      "Marco Palestra": {
        "opponents": [
          "Antonee Robinson",
          "Joshua King"
        ],
        "primary_zone": "Right Wingback vs Left Back — Overlapping Run",
        "source": "attacking_duel, midfield_pairing"
      },
      "Enzo Fernández": {
        "opponents": [
          "Oscar Bobb"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Pedro Neto": {
        "opponents": [
          "Alex Iwobi"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Robert Sánchez": {
        "opponents": [
          "Gonzalo García",
          "Sander Berge"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Reece James": {
        "opponents": [
          "Gonzalo García"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Away midfield dictates play with ~52% possession expected (Oscar Bobb vs Morgan Rogers). Total antagonist xG — Home: 0.53, Away: 0.76. Home danger zone: LW vs CB. Away danger zone: Shadow Striker vs CDM + CB — Zone 14 Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9317,
      "away_gk_opposition_factor": 0.998,
      "home_set_piece_bonus": 0.0607,
      "away_set_piece_bonus": 0.172,
      "home_defensive_solidity_vs": 0.872,
      "away_defensive_solidity_vs": 0.9478,
      "home_midfield_factor": 0.975,
      "away_midfield_factor": 1.035,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.6294,
      "away_avg_quality": 0.8589,
      "avg_quality_gap": -0.2295,
      "squad_value_gap_log": -1.2375,
      "top5_value_gap_log": -1.174,
      "attack_value_gap_log": -1.3602,
      "elite_count_gap": -9,
      "combined_quality_gap": -0.4943,
      "stronger_lambda_boost": 0.95,
      "weaker_lambda_suppression": 0.6,
      "home_bench_lambda_bonus": 0.0739,
      "away_bench_lambda_bonus": 0.1107,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": -0.4943,
      "mismatch_favorite_lambda_boost": 1.1286,
      "mismatch_underdog_lambda_factor": 0.9606,
      "pre_mismatch_home_lambda": 0.724,
      "pre_mismatch_away_lambda": 2.134,
      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 0.7239,
      "pre_calibration_away_lambda": 2.1337,
      "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": 0.695,
      "final_away_lambda": 2.408
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 10,
    "opponent_position": 6,
    "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": 6,
    "opponent_position": 10,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "timestamp": "2026-08-24T13:31:09Z"
}