{
  "match_info": {
    "home_team": "Colombia",
    "away_team": "Ghana",
    "tournament": "World Championship",
    "date": "20260703",
    "timezone": "America/New_York",
    "home_formation": "4-3-3",
    "away_formation": "4-3-3"
  },
  "prediction": {
    "most_likely_score": "1-0",
    "home_goals": 1,
    "away_goals": 0,
    "most_likely_score_probability": 0.1381,
    "match_resolution": "penalties_if_level",
    "predicted_winner": "Colombia",
    "tiebreaker": {
      "applies": true,
      "method": "penalties_if_level",
      "regulation_draw_probability": 0.3085,
      "shootout_home_win_probability": 0.5113,
      "shootout_away_win_probability": 0.4887,
      "penalty_home_goals": 6,
      "penalty_away_goals": 5,
      "penalty_score": "6-5",
      "penalty_winner": "Colombia",
      "penalty_winner_goals": 6,
      "penalty_loser_goals": 5,
      "penalty_result": "Colombia wins 6-5 on penalties",
      "home_advance_probability": 0.5258,
      "away_advance_probability": 0.4742,
      "projected_winner": "Colombia",
      "projected_winner_probability": 0.5258,
      "final_score_after_penalties": null,
      "reason": "Knockout match: a tied scoreline remains possible, then the advancing team is projected through penalties."
    },
    "top_5_scorelines": [
      {
        "score": "1-0",
        "probability": 0.1381
      },
      {
        "score": "1-1",
        "probability": 0.1364
      },
      {
        "score": "0-0",
        "probability": 0.1335
      },
      {
        "score": "0-1",
        "probability": 0.1268
      },
      {
        "score": "2-0",
        "probability": 0.0735
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.1335,
      "0-1": 0.1268,
      "0-2": 0.0621,
      "0-3": 0.02,
      "0-4": 0.0049,
      "0-5": 0.0009,
      "1-0": 0.1381,
      "1-1": 0.1364,
      "1-2": 0.0654,
      "1-3": 0.0211,
      "1-4": 0.0051,
      "1-5": 0.001,
      "2-0": 0.0735,
      "2-1": 0.0712,
      "2-2": 0.0345,
      "2-3": 0.0111,
      "2-4": 0.0027,
      "2-5": 0.0005,
      "3-0": 0.0258,
      "3-1": 0.025,
      "3-2": 0.0121,
      "3-3": 0.0039,
      "3-4": 0.0009,
      "4-0": 0.0068,
      "4-1": 0.0066,
      "4-2": 0.0032,
      "4-3": 0.001,
      "5-0": 0.0014,
      "5-1": 0.0014,
      "5-2": 0.0007
    },
    "outcome": {
      "home_win": 0.368,
      "draw": 0.3085,
      "away_win": 0.3235
    },
    "markets": {
      "over_2_5_goals": 0.3297,
      "under_2_5_goals": 0.6703,
      "btts_yes": 0.4057,
      "btts_no": 0.5943,
      "home_clean_sheet": 0.3795,
      "away_clean_sheet": 0.3484
    },
    "home_ratings": {
      "DR": 85.73,
      "MCR": 86.89,
      "ATR": 84.22,
      "GK": 88.7
    },
    "away_ratings": {
      "DR": 64.19,
      "MCR": 81.45,
      "ATR": 78.46,
      "GK": 85.58
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Colombia vs Ghana. Most likely scoreline: 1-0. Lambdas derived from 5 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Jhon Arias",
      "tactical_analysis": "Tactical parity between 4-3-3 and 4-3-3. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Luis Díaz vs Antoine Semenyo will be the pivotal duel. Total antagonist xG — Home: 0.45, Away: 0.72. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Central Mid vs Central Mid — Box-to-Box Midfield Contest."
    },
    "confidence": 0.69,
    "home_lambda": 1.11,
    "away_lambda": 1.02
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.368,
      "draw": 0.3085,
      "away_win": 0.3235
    },
    "favorite": "Colombia",
    "favorite_win_probability": 0.368,
    "fair_spread": 0.09,
    "fair_total": 2.13,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Colombia",
        "estimate": 1.11,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Ghana",
        "estimate": 1.02,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.3297,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4057,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Colombia",
        "estimate": 1.0,
        "probability": 0.3795,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Ghana",
        "estimate": 1.0,
        "probability": 0.3484,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Luis Díaz (Colombia)",
        "estimate": 0.2143,
        "probability": 0.1807,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Derrick Luckassen (Ghana)",
        "estimate": 0.5481,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Luis Díaz (Colombia)",
        "estimate": 0.4392,
        "probability": 0.3361,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Kamaldeen Sulemana (Ghana)",
        "estimate": 0.1191,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 2.13,
      "expected_total_shots": 30,
      "expected_total_passes": 798,
      "expected_pressing_actions_per_90": 13.9,
      "possession_home_pct": 50.0,
      "possession_away_pct": 50.0,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Colombia",
      "favorite_win_probability": 0.368,
      "script": "Colombia is the fair winner side, but the baseline remains narrow: fair spread +0.09 goals and fair total 2.13.",
      "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 15 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Ghana must keep the match inside one goal.",
      "late_game": "A Colombia lead likely shifts toward control and counters; if level after extra time, penalties are live; Colombia projects as the advancing side at 52.6% overall advancement probability with 30.9% draw pressure."
    },
    "key_matchup_thesis": "Colombia chance creation leans on Luis Javier Suárez against Marvin Senaya in Left Wing vs Right Back — Flank Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Colombia: starters carry the main goal usage through Jhon Arias; bench watchlist: Jhon Durán, Richard Ríos, Cucho Hernández.",
      "Ghana: starters carry the main goal usage through the highest xG attackers; bench watchlist: Abdul Fatawu Issahaku, Brandon Thomas-Asante, Augustine Boakye.",
      "Assist usage should flow through Luis Díaz; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Colombia tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 15 total first-half shots, and 1.06 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 Ghana is chasing, transition and set-piece volume become the primary live deviation signal; if level after extra time, penalties are live; Colombia projects as the advancing side at 52.6% overall advancement probability with 30.9% draw pressure."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Colombia.",
      "Ghana 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": {
    "Colombia": {
      "formation": "4-3-3",
      "players": {
        "Luis Díaz": {
          "player_id": 883537,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 7,
          "height": 178,
          "market_value": 76000000,
          "stats": {
            "key_pass": 2,
            "expected_assists": 0.4392,
            "assists": 1,
            "expected_goals": 0.2143,
            "rating": 92.8209,
            "minutes": 95,
            "total_pass": 43,
            "accurate_pass": 38,
            "ball_recovery": 4,
            "duels_won": 7,
            "total_shots": 3,
            "total_long_balls": 3,
            "accurate_long_balls": 3,
            "total_own_half_passes": 9,
            "accurate_own_half_passes": 9,
            "total_opp_half_passes": 35,
            "accurate_opp_half_passes": 29,
            "crosses_total": 2,
            "crosses_accurate": 1,
            "touches": 66,
            "possession_lost": 13.9736,
            "dispossessed": 2.5275,
            "duels_lost": 8,
            "aerial_won": 2,
            "aerial_lost": 2,
            "interceptions": 2,
            "tackles_won": 2,
            "tackles": 2,
            "clearances": 0,
            "total_contest": 6,
            "won_contest": 3,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 3,
            "goal_rate": 1.1134,
            "goals": 0,
            "shots_on_target": 1,
            "shots_off_target": 1,
            "blocks": 0,
            "big_chances_created": 2,
            "big_chances_missed": 1,
            "xgot": 0.501,
            "ball_carries": 28,
            "total_progression": 147,
            "progressive_carries": 6,
            "opponent_faced": "Caleb Yirenkyi",
            "matchup_zone": "Midfield lane",
            "antagonist_source": "midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.1807,
            "projected_assists": 1,
            "assist_probability": 0.3361,
            "fifa_overall": 85.0
          },
          "latest_10_games": [
            {
              "match_id": 15186696,
              "match_date": "2026-06-27",
              "home_team": "Colombia",
              "away_team": "Portugal",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Colombia",
              "opponent": "Portugal",
              "stats": {
                "minutes": 90,
                "rating": 6.3,
                "assists": 0,
                "expected_goals": 0.2509,
                "expected_assists": 0.0975,
                "total_shots": 4,
                "shots_off_target": 2,
                "total_pass": 42,
                "accurate_pass": 39,
                "key_pass": 2,
                "ball_recovery": 2
              },
              "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": 15186713,
              "match_date": "2026-06-24",
              "home_team": "Colombia",
              "away_team": "DR Congo",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Colombia",
              "opponent": "DR Congo",
              "stats": {
                "minutes": 90,
                "rating": 6.7,
                "assists": 0,
                "expected_goals": 0.2908,
                "expected_assists": 0.0969,
                "total_shots": 5,
                "shots_on_target": 2,
                "total_pass": 40,
                "accurate_pass": 31,
                "key_pass": 2,
                "tackles": 1,
                "duels_won": 2,
                "ball_recovery": 6
              },
              "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": 15186722,
              "match_date": "2026-06-18",
              "home_team": "Uzbekistan",
              "away_team": "Colombia",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Colombia",
              "opponent": "Uzbekistan",
              "stats": {
                "minutes": 89,
                "rating": 8.5,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 1,
                "expected_goals": 0.3605,
                "expected_assists": 0.6216,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 25,
                "accurate_pass": 19,
                "key_pass": 2,
                "aerial_won": 1,
                "duels_won": 8,
                "ball_recovery": 4
              },
              "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": 14065556,
              "match_date": "2026-05-16",
              "home_team": "FC Bayern München",
              "away_team": "1. FC Köln",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "FC Bayern München",
              "opponent": "1. FC Köln",
              "stats": {
                "minutes": 90,
                "rating": 7.5,
                "assists": 1,
                "expected_goals": 0.6311,
                "expected_assists": 0.6244,
                "total_shots": 3,
                "shots_on_target": 2,
                "shots_off_target": 1,
                "total_pass": 51,
                "accurate_pass": 44,
                "key_pass": 3,
                "duels_won": 1,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "Bundesliga",
              "league_id": "35",
              "league_slug": "bundesliga",
              "league_country": "Germany",
              "season_id": "77333",
              "season_name": "Bundesliga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14065251,
              "match_date": "2026-05-09",
              "home_team": "VfL Wolfsburg",
              "away_team": "FC Bayern München",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "FC Bayern München",
              "opponent": "VfL Wolfsburg",
              "stats": {
                "minutes": 30,
                "rating": 6.3,
                "assists": 0,
                "expected_goals": 0.1463,
                "expected_assists": 0.0682,
                "total_shots": 1,
                "total_pass": 24,
                "accurate_pass": 19,
                "aerial_won": 1,
                "duels_won": 2,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "Bundesliga",
              "league_id": "35",
              "league_slug": "bundesliga",
              "league_country": "Germany",
              "season_id": "77333",
              "season_name": "Bundesliga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632634,
              "match_date": "2026-05-06",
              "home_team": "FC Bayern München",
              "away_team": "Paris Saint-Germain",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "FC Bayern München",
              "opponent": "Paris Saint-Germain",
              "stats": {
                "minutes": 90,
                "rating": 7.8,
                "assists": 0,
                "expected_goals": 0.1912,
                "expected_assists": 0.7141,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 37,
                "accurate_pass": 33,
                "key_pass": 3,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 6
              },
              "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": 14065232,
              "match_date": "2026-05-02",
              "home_team": "FC Bayern München",
              "away_team": "1. FC Heidenheim",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "FC Bayern München",
              "opponent": "1. FC Heidenheim",
              "stats": {
                "minutes": 45,
                "rating": 6.6,
                "assists": 0,
                "expected_goals": 0.1545,
                "expected_assists": 0.0393,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 24,
                "accurate_pass": 20,
                "duels_won": 4
              },
              "has_player_stats": true,
              "league_name": "Bundesliga",
              "league_id": "35",
              "league_slug": "bundesliga",
              "league_country": "Germany",
              "season_id": "77333",
              "season_name": "Bundesliga 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632632,
              "match_date": "2026-04-28",
              "home_team": "Paris Saint-Germain",
              "away_team": "FC Bayern München",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "FC Bayern München",
              "opponent": "Paris Saint-Germain",
              "stats": {
                "minutes": 90,
                "rating": 8.7,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.1943,
                "expected_assists": 0.7257,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 42,
                "accurate_pass": 37,
                "key_pass": 2,
                "tackles": 1,
                "interceptions": 2,
                "aerial_won": 1,
                "duels_won": 12,
                "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": 15632088,
              "match_date": "2026-04-15",
              "home_team": "FC Bayern München",
              "away_team": "Real Madrid",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "FC Bayern München",
              "opponent": "Real Madrid",
              "stats": {
                "minutes": 90,
                "rating": 7.8,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.2002,
                "expected_assists": 0.1986,
                "total_shots": 3,
                "shots_on_target": 1,
                "total_pass": 52,
                "accurate_pass": 46,
                "key_pass": 1,
                "tackles": 3,
                "tackles_won": 2,
                "aerial_won": 2,
                "duels_won": 7,
                "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": 15632084,
              "match_date": "2026-04-07",
              "home_team": "Real Madrid",
              "away_team": "FC Bayern München",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "FC Bayern München",
              "opponent": "Real Madrid",
              "stats": {
                "minutes": 89,
                "rating": 6.8,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.7823,
                "expected_assists": 0.0634,
                "total_shots": 3,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 41,
                "accurate_pass": 36,
                "key_pass": 1,
                "aerial_won": 1,
                "duels_won": 2,
                "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"
            }
          ],
          "ranking": {
            "global_player_rank": 132,
            "combined_rank_score": 113.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 95.0,
            "sofascore_rating": 7.45,
            "sofascore_appearances": 12.0,
            "fifa_rank": 132.0,
            "fifa_overall": 85.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 1,
            "squad_role": "starter",
            "projected_match_rating": 7.8209,
            "source_file": "data/player_rankings.csv",
            "player_name": "Luis Díaz",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Denzel Dumfries",
                  "ranking": 127
                },
                {
                  "player_name": "Tasos Bakasetas",
                  "ranking": 128
                },
                {
                  "player_name": "Hannibal Mejbri",
                  "ranking": 129
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                  "player_name": "Azor Matusiwa",
                  "ranking": 17214
                },
                {
                  "player_name": "Juanmi",
                  "ranking": 17215
                },
                {
                  "player_name": "Daniel Maldini",
                  "ranking": 17216
                },
                {
                  "player_name": "Stefano Denswil",
                  "ranking": 17217
                },
                {
                  "player_name": "Daniel Bîrligea",
                  "ranking": 17218
                }
              ],
              "lower": [
                {
                  "player_name": "Matthieu Epolo",
                  "ranking": 17220
                },
                {
                  "player_name": "Salis Abdul Samed",
                  "ranking": 17221
                },
                {
                  "player_name": "Marius Mouandilmadji",
                  "ranking": 17222
                },
                {
                  "player_name": "Lucas Höler",
                  "ranking": 17223
                },
                {
                  "player_name": "Sven Ulreich",
                  "ranking": 17224
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 0,
        "expected_goals": 1.02,
        "expected_assists": 0.36,
        "total_shots": 13,
        "shots_on_target": 5,
        "total_passes": 344,
        "interceptions": 10,
        "tackles": 16,
        "avg_rating": 75.01,
        "possession_estimated_pct": 50.0,
        "pressing_actions_per_90": 7.1
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Luis Javier Suárez",
        "attacker_role": "LW",
        "attacker_market_value": 27000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.694,
        "defenders": [
          "Marvin Senaya"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.439,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.619,
        "xg_contribution": 0.238,
        "shots_in_zone": 2.3,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.2,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.3,
        "fouls_drawn": 1.0,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Marvin Senaya",
            "role": "RB",
            "market_value": 3100000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.3,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.381
          }
        ],
        "duel_analysis": "Luis Javier Suárez (LW) has a clear attacking advantage against Marvin Senaya in a direct 1v1 contest. Duel win probability: 62%. The quality gap is significant (€27M vs €3M avg). Projected xG contribution: 0.238 — and projects to generate high-quality chances."
      },
      {
        "attacker": "James Rodríguez",
        "attacker_role": "RW",
        "attacker_market_value": 1500000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.419,
        "defenders": [
          "Gideon Mensah"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.446,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.48,
        "xg_contribution": 0.0762,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 1.8,
        "fouls_drawn": 1.0,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Gideon Mensah",
            "role": "LB",
            "market_value": 3700000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.6,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.52
          }
        ],
        "duel_analysis": "James Rodríguez (RW) is evenly matched against Gideon Mensah in a direct 1v1 contest. Duel win probability: 48%.  Projected xG contribution: 0.076 — with neither side clearly dominant."
      },
      {
        "attacker": "Jefferson Lerma",
        "attacker_role": "ST",
        "attacker_market_value": 5500000,
        "attacker_height": 179,
        "attacker_skill_quality": 0.468,
        "defenders": [
          "Derrick Luckassen",
          "Jonas Adjei Adjetey"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.446,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.0267,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.5,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Derrick Luckassen",
            "role": "CB",
            "market_value": 1000000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Jonas Adjei Adjetey",
            "role": "CB",
            "market_value": 6400000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Jefferson Lerma (ST) is heavily outmatched defensively against Derrick Luckassen and Jonas Adjei Adjetey in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.027 — with very limited chance creation expected."
      },
      {
        "attacker": "Daniel Muñoz",
        "attacker_role": "CDM",
        "attacker_market_value": 23000000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.66,
        "defenders": [
          "Antoine Semenyo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.886,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.29,
        "xg_contribution": 0.0477,
        "shots_in_zone": 0.8,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Antoine Semenyo",
            "role": "CM",
            "market_value": 85000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.71
          }
        ],
        "duel_analysis": "Daniel Muñoz (CDM) is heavily outmatched defensively against Antoine Semenyo in a direct 1v1 contest. Duel win probability: 29%. The quality gap is significant (€23M vs €85M avg). Projected xG contribution: 0.048 — with very limited chance creation expected."
      },
      {
        "attacker": "Jhon Arias",
        "attacker_role": "CM",
        "attacker_market_value": 16100000,
        "attacker_height": 170,
        "attacker_skill_quality": 0.591,
        "defenders": [
          "Antoine Semenyo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.886,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.227,
        "xg_contribution": 0.0577,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.4,
        "aerial_duels": 2,
        "aerial_won": 0.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Antoine Semenyo",
            "role": "CM",
            "market_value": 85000000,
            "tackles_attempted": 2.3,
            "tackles_won": 2.5,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.2,
            "defensive_success_rate": 0.773
          }
        ],
        "duel_analysis": "Jhon Arias (CM) is heavily outmatched defensively against Antoine Semenyo in a direct 1v1 contest. Duel win probability: 23%. The quality gap is significant (€16M vs €85M avg). Projected xG contribution: 0.058 — with very limited chance creation expected."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Kamaldeen Sulemana",
        "attacker_role": "LW",
        "attacker_market_value": 16500000,
        "attacker_height": 174,
        "attacker_skill_quality": 0.595,
        "defenders": [
          "Gustavo Puerta"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.531,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.521,
        "xg_contribution": 0.0903,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.8,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.2,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Gustavo Puerta",
            "role": "RB",
            "market_value": 10700000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.479
          }
        ],
        "duel_analysis": "Kamaldeen Sulemana (LW) is slightly favored against Gustavo Puerta in a direct 1v1 contest. Duel win probability: 52%.  Projected xG contribution: 0.090 — creating consistent moderate threat."
      },
      {
        "attacker": "Kwasi Sibo",
        "attacker_role": "RW",
        "attacker_market_value": 1500000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.419,
        "defenders": [
          "Davinson Sánchez"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.595,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.381,
        "xg_contribution": 0.1755,
        "shots_in_zone": 1.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 1.8,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Davinson Sánchez",
            "role": "LB",
            "market_value": 16500000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.619
          }
        ],
        "duel_analysis": "Kwasi Sibo (RW) faces tough defensive resistance against Davinson Sánchez in a direct 1v1 contest. Duel win probability: 38%.  Projected xG contribution: 0.176 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Jordan Ayew",
        "attacker_role": "ST",
        "attacker_market_value": 1100000,
        "attacker_height": 182,
        "attacker_skill_quality": 0.414,
        "defenders": [
          "Johan Mojica",
          "Jhon Lucumí"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.539,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.1932,
        "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": 1.4,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Johan Mojica",
            "role": "CB",
            "market_value": 1400000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Jhon Lucumí",
            "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": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Jordan Ayew (ST) is heavily outmatched defensively against Johan Mojica and Jhon Lucumí in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.193 — with very limited chance creation expected."
      },
      {
        "attacker": "Thomas Partey",
        "attacker_role": "CDM",
        "attacker_market_value": 1900000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.424,
        "defenders": [
          "Jhon Arias"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.591,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.385,
        "xg_contribution": 0.0479,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 1,
        "dribbles_successful": 0.3,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jhon Arias",
            "role": "CM",
            "market_value": 16100000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.615
          }
        ],
        "duel_analysis": "Thomas Partey (CDM) faces tough defensive resistance against Jhon Arias in a direct 1v1 contest. Duel win probability: 38%.  Projected xG contribution: 0.048 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Antoine Semenyo",
        "attacker_role": "CM",
        "attacker_market_value": 85000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.886,
        "defenders": [
          "Jhon Arias"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.591,
        "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.613,
        "xg_contribution": 0.2126,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.6,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jhon Arias",
            "role": "CM",
            "market_value": 16100000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.4,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.387
          }
        ],
        "duel_analysis": "Antoine Semenyo (CM) has a clear attacking advantage against Jhon Arias in a direct 1v1 contest. Duel win probability: 61%. The quality gap is significant (€85M vs €16M avg). Projected xG contribution: 0.213 — and projects to generate high-quality chances."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.666,
      "away_midfield_power": 0.589,
      "home_creative_power": 0.6,
      "away_creative_power": 0.554,
      "home_defensive_power": 0.451,
      "away_defensive_power": 0.551,
      "home_dominance_ratio": 0.531,
      "home_midfield_count": 6,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Luis Díaz",
        "Jhon Arias",
        "Jefferson Lerma",
        "James Rodríguez",
        "Gustavo Puerta",
        "Daniel Muñoz"
      ],
      "away_midfield_players": [
        "Antoine Semenyo",
        "Caleb Yirenkyi",
        "Kwasi Sibo",
        "Thomas Partey"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 50.0,
      "estimated_possession_away_pct": 50.0,
      "home_pressing_actions_per_90": 6.8,
      "away_pressing_actions_per_90": 7.1,
      "home_key_passes_projected": 5.1,
      "away_key_passes_projected": 4.8,
      "home_throughball_threat": 2.4,
      "away_throughball_threat": 2.3,
      "key_personal_duel": "Luis Díaz vs Antoine Semenyo",
      "midfield_lambda_factor_home": 1.01,
      "midfield_lambda_factor_away": 1.0
    },
    "formation_analysis": {
      "home_formation": "4-3-3",
      "away_formation": "4-3-3",
      "home_tactical_bonus": 0.0,
      "away_tactical_bonus": 0.0,
      "formation_verdict": "Tactical parity between 4-3-3 and 4-3-3. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.11,
    "away_lambda": 1.02,
    "home_top_threat_zones": [
      "Left Wing vs Right Back — Flank Battle",
      "Right Wing vs Left Back — Flank Battle"
    ],
    "away_top_threat_zones": [
      "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "home_player_antagonists": {
      "Luis Javier Suárez": {
        "opponents": [
          "Marvin Senaya"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel"
      },
      "James Rodríguez": {
        "opponents": [
          "Gideon Mensah",
          "Thomas Partey"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Jefferson Lerma": {
        "opponents": [
          "Derrick Luckassen",
          "Jonas Adjei Adjetey",
          "Antoine Semenyo"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Daniel Muñoz": {
        "opponents": [
          "Antoine Semenyo",
          "Thomas Partey"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Jhon Arias": {
        "opponents": [
          "Antoine Semenyo",
          "Thomas Partey"
        ],
        "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Gustavo Puerta": {
        "opponents": [
          "Kamaldeen Sulemana",
          "Kwasi Sibo"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel, midfield_pairing"
      },
      "Davinson Sánchez": {
        "opponents": [
          "Kwasi Sibo"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Johan Mojica": {
        "opponents": [
          "Jordan Ayew"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Jhon Lucumí": {
        "opponents": [
          "Jordan Ayew"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Luis Díaz": {
        "opponents": [
          "Caleb Yirenkyi"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Camilo Vargas": {
        "opponents": [
          "Kamaldeen Sulemana",
          "Jordan Ayew"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Marvin Senaya": {
        "opponents": [
          "Luis Javier Suárez"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Gideon Mensah": {
        "opponents": [
          "James Rodríguez"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Derrick Luckassen": {
        "opponents": [
          "Jefferson Lerma"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Jonas Adjei Adjetey": {
        "opponents": [
          "Jefferson Lerma"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Antoine Semenyo": {
        "opponents": [
          "Daniel Muñoz",
          "Jhon Arias",
          "Jefferson Lerma"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Kamaldeen Sulemana": {
        "opponents": [
          "Gustavo Puerta"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Kwasi Sibo": {
        "opponents": [
          "Davinson Sánchez",
          "Gustavo Puerta"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Jordan Ayew": {
        "opponents": [
          "Johan Mojica",
          "Jhon Lucumí"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Thomas Partey": {
        "opponents": [
          "Jhon Arias",
          "Daniel Muñoz",
          "James Rodríguez"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Caleb Yirenkyi": {
        "opponents": [
          "Luis Díaz"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Benjamin Asare": {
        "opponents": [
          "Luis Javier Suárez",
          "Luis Díaz"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Luis Díaz vs Antoine Semenyo will be the pivotal duel. Total antagonist xG — Home: 0.45, Away: 0.72. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Central Mid vs Central Mid — Box-to-Box Midfield Contest.",
    "lambda_factors": {
      "home_gk_opposition_factor": 1.0255,
      "away_gk_opposition_factor": 1.0236,
      "home_set_piece_bonus": 0.0757,
      "away_set_piece_bonus": 0.067,
      "home_defensive_solidity_vs": 1.004,
      "away_defensive_solidity_vs": 0.9805,
      "home_midfield_factor": 1.01,
      "away_midfield_factor": 1.0,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.5913,
      "away_avg_quality": 0.5041,
      "avg_quality_gap": 0.0872,
      "squad_value_gap_log": 0.4045,
      "top5_value_gap_log": 0.2848,
      "attack_value_gap_log": 0.2952,
      "elite_count_gap": 0,
      "combined_quality_gap": 0.1297,
      "stronger_lambda_boost": 0.2854,
      "weaker_lambda_suppression": 0.1816,
      "home_bench_lambda_bonus": 0.0974,
      "away_bench_lambda_bonus": 0.0061,
      "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": 1.11,
      "pre_competitive_floor_away_lambda": 0.792,
      "pre_calibration_home_lambda": 1.1104,
      "pre_calibration_away_lambda": 0.7921,
      "competition_calibration_applied": false,
      "competition_calibration_reason": "no_sofascore_matches_data",
      "competition_calibration_samples": 0,
      "competition_observed_total_goals": 0.0,
      "competition_calibration_scale": 1.0,
      "neutral_share_preserved": true,
      "final_home_lambda": 1.11,
      "final_away_lambda": 1.02
    }
  },
  "home_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "away_standing": {
    "available": false,
    "team_position": null,
    "opponent_position": null,
    "standing_lambda_multiplier": 1.0,
    "attack_index": null,
    "defense_concede_index": null,
    "form_multiplier": null,
    "team_attack_rate_contextual": null,
    "opp_defense_rate_contextual": null,
    "team_ppg": null,
    "opponent_ppg": null
  },
  "timestamp": "2026-07-03T13:31:25Z"
}