{
  "match_info": {
    "home_team": "Real Madrid",
    "away_team": "Real Sociedad",
    "tournament": "LaLiga",
    "date": "20260826",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "4-4-2"
  },
  "prediction": {
    "most_likely_score": "4-0",
    "home_goals": 4,
    "away_goals": 0,
    "most_likely_score_probability": 0.0924,
    "match_resolution": "regulation",
    "predicted_winner": "Real Madrid",
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.0358,
      "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": "4-0",
        "probability": 0.0924
      },
      {
        "score": "5-0",
        "probability": 0.0887
      },
      {
        "score": "3-0",
        "probability": 0.077
      },
      {
        "score": "6-0",
        "probability": 0.071
      },
      {
        "score": "4-1",
        "probability": 0.065
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0042,
      "0-1": 0.0029,
      "0-2": 0.001,
      "1-0": 0.02,
      "1-1": 0.0141,
      "1-2": 0.005,
      "1-3": 0.0012,
      "2-0": 0.0481,
      "2-1": 0.0338,
      "2-2": 0.0119,
      "2-3": 0.0028,
      "3-0": 0.077,
      "3-1": 0.0542,
      "3-2": 0.019,
      "3-3": 0.0045,
      "3-4": 0.0008,
      "4-0": 0.0924,
      "4-1": 0.065,
      "4-2": 0.0228,
      "4-3": 0.0054,
      "4-4": 0.0009,
      "5-0": 0.0887,
      "5-1": 0.0624,
      "5-2": 0.0219,
      "5-3": 0.0051,
      "5-4": 0.0009,
      "6-0": 0.071,
      "6-1": 0.0499,
      "6-2": 0.0175,
      "6-3": 0.0041,
      "6-4": 0.0007,
      "7-0": 0.0487,
      "7-1": 0.0342,
      "7-2": 0.012,
      "7-3": 0.0028,
      "8-0": 0.0292,
      "8-1": 0.0205,
      "8-2": 0.0072,
      "8-3": 0.0017,
      "9-0": 0.0156,
      "9-1": 0.011,
      "9-2": 0.0038,
      "9-3": 0.0009
    },
    "outcome": {
      "home_win": 0.9492,
      "draw": 0.0358,
      "away_win": 0.015
    },
    "markets": {
      "over_2_5_goals": 0.9095,
      "under_2_5_goals": 0.0905,
      "btts_yes": 0.5007,
      "btts_no": 0.4993,
      "home_clean_sheet": 0.4951,
      "away_clean_sheet": 0.0084
    },
    "home_ratings": {
      "DR": 92.03,
      "MCR": 95.19,
      "ATR": 88.86,
      "GK": 96.03
    },
    "away_ratings": {
      "DR": 82.64,
      "MCR": 85.0,
      "ATR": 82.24,
      "GK": 89.62
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Real Madrid vs Real Sociedad. Most likely scoreline: 4-0. Lambdas derived from 5 home and 4 away individual player duels.",
      "key_player": "Projected scorer(s): Kylian Mbappé, Jude Bellingham, Federico Valverde, Vinícius Júnior",
      "tactical_analysis": "4-2-3-1 creates structural superiority against 4-4-2. Home team should exploit wider spaces and numerical advantages in transition. Home midfield dominates with ~53% possession expected (Jude Bellingham vs Takefusa Kubo). Total antagonist xG — Home: 1.97, Away: 0.67. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.95,
    "home_lambda": 4.8,
    "away_lambda": 0.703
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.9492,
      "draw": 0.0358,
      "away_win": 0.015
    },
    "favorite": "Real Madrid",
    "favorite_win_probability": 0.9492,
    "fair_spread": 4.097,
    "fair_total": 5.503,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Real Madrid",
        "estimate": 4.8,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Real Sociedad",
        "estimate": 0.703,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.9095,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.5007,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Real Madrid",
        "estimate": 1.0,
        "probability": 0.4951,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Real Sociedad",
        "estimate": 1.0,
        "probability": 0.0084,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Kylian Mbappé (Real Madrid)",
        "estimate": 1.6347,
        "probability": 0.7749,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Orri Óskarsson (Real Sociedad)",
        "estimate": 0.3855,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Vinícius Júnior (Real Madrid)",
        "estimate": 0.2703,
        "probability": 0.1894,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Sergio Gómez (Real Sociedad)",
        "estimate": 0.2249,
        "probability": 0.0,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 5.503,
      "expected_total_shots": 22,
      "expected_total_passes": 836,
      "expected_pressing_actions_per_90": 16.0,
      "possession_home_pct": 52.8,
      "possession_away_pct": 47.2,
      "notes": "Real Madrid projects to control midfield possession"
    },
    "expected_game_script": {
      "favorite": "Real Madrid",
      "favorite_win_probability": 0.9492,
      "script": "Real Madrid is the fair winner side, but the baseline remains favorite-led: fair spread +4.10 goals and fair total 5.50.",
      "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 11 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Real Sociedad must keep the match inside one goal.",
      "late_game": "A Real Madrid lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Real Madrid chance creation leans on Kylian Mbappé against Jon Martin, Jon Aramburu in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; Real Madrid projects to control midfield possession.",
    "expected_rotation_usage_behavior": [
      "Real Madrid: starters carry the main goal usage through Kylian Mbappé, Jude Bellingham, Federico Valverde, Vinícius Júnior; bench watchlist: Rodrygo, Franco Mastantuono.",
      "Real Sociedad: starters carry the main goal usage through the highest xG attackers; bench watchlist: Mikel Oyarzabal, Jon Gorrotxategi, Ander Barrenetxea.",
      "Assist usage should flow through Vinícius Júnior; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Real Madrid tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects high tempo, about 11 total first-half shots, and 2.75 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 Real Sociedad 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 Real Madrid.",
      "Real Sociedad 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": {
    "Real Madrid": {
      "formation": "4-2-3-1",
      "players": {
        "Kylian Mbappé": {
          "player_id": 826643,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 10,
          "height": 180,
          "market_value": 212000000,
          "stats": {
            "expected_goals": 1.6347,
            "goal_rate": 0.044,
            "goals": 1,
            "shots_on_target": 2,
            "expected_assists": 0.2155,
            "key_pass": 1,
            "rating": 99.0763,
            "minutes": 88,
            "total_shots": 3,
            "duels_won": 3,
            "aerial_won": 2,
            "total_pass": 30,
            "accurate_pass": 26,
            "total_long_balls": 3,
            "accurate_long_balls": 3,
            "total_opp_half_passes": 25,
            "accurate_opp_half_passes": 21,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 48,
            "possession_lost": 11.9167,
            "dispossessed": 2.8,
            "duels_lost": 5,
            "aerial_lost": 1,
            "total_contest": 4,
            "won_contest": 2,
            "ball_recovery": 3,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 2,
            "assists": 0,
            "shots_off_target": 2,
            "interceptions": 0,
            "tackles_won": 1,
            "tackles": 1,
            "clearances": 0,
            "blocks": 0,
            "big_chances_created": 1,
            "big_chances_missed": 2,
            "xgot": 1.3328,
            "offsides": 2,
            "ball_carries": 18,
            "total_progression": 105,
            "progressive_carries": 5,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.6,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.325,
            "pressing_faced": "LOW",
            "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
            "numerical_situation": "1v2",
            "opponent_defenders": "Jon Martin, Jon Aramburu",
            "opponent_faced": "Jon Martin, Jon Aramburu",
            "antagonist_source": "attacking_duel",
            "projected_goals": 1,
            "goal_probability": 0.7749,
            "projected_assists": 0,
            "assist_probability": 0.1667,
            "fifa_overall": 91.0
          },
          "latest_10_games": [
            {
              "match_type": "played",
              "match_id": 16416306,
              "match_date": "2026-08-22 19:30:00 UTC",
              "league_name": "LaLiga",
              "league_id": 8,
              "league_slug": "laliga",
              "league_country": "Spain",
              "season_id": 97268,
              "season_name": "LaLiga 26/27",
              "season_year": "26/27",
              "home_team": "Espanyol",
              "away_team": "Real Madrid",
              "home_score_current": 1.0,
              "away_score_current": 2.0,
              "team_side": "away",
              "status_code": 100,
              "status_type": "finished",
              "status_description": "Ended",
              "player_status": "starter",
              "is_starting_11": true,
              "team": "Real Madrid",
              "opponent": "Espanyol",
              "stats": {},
              "has_player_stats": false,
              "source": "depth_chart.csv"
            },
            {
              "match_id": 12813003,
              "match_date": "2026-07-18",
              "home_team": "France",
              "away_team": "England",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "England",
              "stats": {
                "minutes": 90,
                "rating": 9.9,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 1,
                "expected_goals": 1.398,
                "expected_assists": 0.7325,
                "total_shots": 8,
                "shots_on_target": 4,
                "shots_off_target": 2,
                "total_pass": 32,
                "accurate_pass": 28,
                "key_pass": 2,
                "duels_won": 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": 12813008,
              "match_date": "2026-07-14",
              "home_team": "France",
              "away_team": "Spain",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Spain",
              "stats": {
                "minutes": 90,
                "rating": 6.3,
                "assists": 0,
                "expected_goals": 0.0881,
                "expected_assists": 0.0189,
                "total_shots": 3,
                "shots_off_target": 2,
                "total_pass": 16,
                "accurate_pass": 12,
                "duels_won": 5,
                "ball_recovery": 1
              },
              "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": 12813016,
              "match_date": "2026-07-09",
              "home_team": "France",
              "away_team": "Morocco",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Morocco",
              "stats": {
                "minutes": 77,
                "rating": 7.7,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 1,
                "expected_goals": 1.3385,
                "expected_assists": 0.0461,
                "total_shots": 4,
                "shots_on_target": 2,
                "shots_off_target": 2,
                "total_pass": 31,
                "accurate_pass": 26,
                "key_pass": 4,
                "duels_won": 3,
                "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": 12813010,
              "match_date": "2026-07-04",
              "home_team": "Paraguay",
              "away_team": "France",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Paraguay",
              "stats": {
                "minutes": 90,
                "rating": 7.5,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 1.1738,
                "expected_assists": 0.0306,
                "total_shots": 5,
                "shots_on_target": 4,
                "shots_off_target": 1,
                "total_pass": 27,
                "accurate_pass": 22,
                "key_pass": 2,
                "duels_won": 4
              },
              "has_player_stats": true,
              "league_name": "World Championship",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 12812995,
              "match_date": "2026-06-30",
              "home_team": "France",
              "away_team": "Sweden",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Sweden",
              "stats": {
                "minutes": 85,
                "rating": 9.8,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 0.5974,
                "expected_assists": 0.0985,
                "total_shots": 5,
                "shots_on_target": 4,
                "shots_off_target": 1,
                "total_pass": 41,
                "accurate_pass": 34,
                "key_pass": 4,
                "aerial_won": 1,
                "duels_won": 5,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "World Championship",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186537,
              "match_date": "2026-06-26",
              "home_team": "Norway",
              "away_team": "France",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Norway",
              "stats": {
                "minutes": 87,
                "rating": 7.4,
                "assists": 2,
                "expected_goals": 0.2892,
                "expected_assists": 0.5773,
                "total_shots": 4,
                "shots_on_target": 2,
                "shots_off_target": 1,
                "total_pass": 32,
                "accurate_pass": 29,
                "key_pass": 4,
                "duels_won": 1,
                "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": 15186769,
              "match_date": "2026-06-22",
              "home_team": "France",
              "away_team": "Iraq",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Iraq",
              "stats": {
                "minutes": 89,
                "rating": 9.2,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 1.226,
                "expected_assists": 0.114,
                "total_shots": 8,
                "shots_on_target": 3,
                "shots_off_target": 4,
                "total_pass": 39,
                "accurate_pass": 35,
                "key_pass": 2,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 4,
                "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": 15186501,
              "match_date": "2026-06-16",
              "home_team": "France",
              "away_team": "Senegal",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "France",
              "opponent": "Senegal",
              "stats": {
                "minutes": 90,
                "rating": 8.1,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 0.7638,
                "expected_assists": 0.0209,
                "total_shots": 4,
                "shots_on_target": 4,
                "total_pass": 16,
                "accurate_pass": 15,
                "duels_won": 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": 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": 90,
                "rating": 8.1,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.2598,
                "expected_assists": 0.0681,
                "total_shots": 5,
                "shots_on_target": 2,
                "shots_off_target": 3,
                "total_pass": 39,
                "accurate_pass": 31,
                "duels_won": 3,
                "ball_recovery": 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"
            }
          ],
          "ranking": {
            "global_player_rank": 4,
            "combined_rank_score": 10.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 18.0,
            "sofascore_rating": 8.0545,
            "sofascore_appearances": 11.0,
            "fifa_rank": 3.0,
            "fifa_overall": 91.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 1,
            "squad_role": "starter",
            "projected_match_rating": 8.0763,
            "source_file": "data/player_rankings.csv",
            "player_name": "Kylian Mbappé",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Ryu Won-Woo",
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              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
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              "season_name": "World Cup 2026",
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        },
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              "has_player_stats": true,
              "league_name": "LaLiga",
              "league_id": "8",
              "league_slug": "laliga",
              "league_country": "Spain",
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              ]
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          }
        },
        "Ander Barrenetxea": {
          "player_id": 966862,
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              "league_name": "LaLiga",
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              "league_slug": "laliga",
              "league_country": "Spain",
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            "fifa_source": "EA SPORTS FC official ratings",
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            "squad_role": "substitute",
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            "source_file": "data/player_rankings.csv",
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              ],
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                {
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              ]
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      "team_totals": {
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        "total_shots": 9,
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        "total_passes": 385,
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        "avg_rating": 84.31,
        "possession_estimated_pct": 47.2,
        "pressing_actions_per_90": 7.1
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    }
  },
  "antagonist_report": {
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      {
        "attacker": "Federico Valverde",
        "attacker_role": "LW",
        "attacker_market_value": 87000000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.887,
        "defenders": [
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        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.575,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.661,
        "xg_contribution": 0.122,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Sergio Gómez",
            "role": "RB",
            "market_value": 14600000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.3,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.339
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        ],
        "duel_analysis": "Federico Valverde (LW) has a clear attacking advantage against Sergio Gómez in a direct 1v1 contest. Duel win probability: 66%. The quality gap is significant (€87M vs €15M avg). Projected xG contribution: 0.122 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Yan Diomande",
        "attacker_role": "RW",
        "attacker_market_value": 99000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.893,
        "defenders": [
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        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.478,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.667,
        "xg_contribution": 0.1153,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.3,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Igor Zubeldia",
            "role": "LB",
            "market_value": 6300000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.2,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.333
          }
        ],
        "duel_analysis": "Yan Diomande (RW) has a clear attacking advantage against Igor Zubeldia in a direct 1v1 contest. Duel win probability: 67%. The quality gap is significant (€99M vs €6M avg). Projected xG contribution: 0.115 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Vinícius Júnior",
        "attacker_role": "CAM",
        "attacker_market_value": 146000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.899,
        "defenders": [
          "Takefusa Kubo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "CAM vs CM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.544,
        "xg_contribution": 0.5189,
        "shots_in_zone": 2.5,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Takefusa Kubo",
            "role": "CM",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.6,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.456
          }
        ],
        "duel_analysis": "Vinícius Júnior (CAM) is slightly favored against Takefusa Kubo in a direct 1v1 contest. Duel win probability: 54%. The quality gap is significant (€146M vs €21M avg). Projected xG contribution: 0.519 — creating consistent moderate threat."
      },
      {
        "attacker": "Kylian Mbappé",
        "attacker_role": "ST",
        "attacker_market_value": 212000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.9,
        "defenders": [
          "Jon Martin",
          "Jon Aramburu"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.618,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.325,
        "xg_contribution": 0.7453,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jon Martin",
            "role": "CB",
            "market_value": 24000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.675
          },
          {
            "player": "Jon Aramburu",
            "role": "CB",
            "market_value": 13900000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.8,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.675
          }
        ],
        "duel_analysis": "Kylian Mbappé (ST) faces tough defensive resistance against Jon Martin and Jon Aramburu in a 2-defender block. Duel win probability: 32%. The quality gap is significant (€212M vs €19M avg). Projected xG contribution: 0.745 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Jude Bellingham",
        "attacker_role": "CDM",
        "attacker_market_value": 151000000,
        "attacker_height": 188,
        "attacker_skill_quality": 0.899,
        "defenders": [
          "Takefusa Kubo"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.572,
        "xg_contribution": 0.4723,
        "shots_in_zone": 1.2,
        "dribbles_attempted": 2,
        "dribbles_successful": 1.0,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Takefusa Kubo",
            "role": "CM",
            "market_value": 21000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.5,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.428
          }
        ],
        "duel_analysis": "Jude Bellingham (CDM) is slightly favored against Takefusa Kubo in a direct 1v1 contest. Duel win probability: 57%. The quality gap is significant (€151M vs €21M avg). Projected xG contribution: 0.472 — creating consistent moderate threat."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Orri Óskarsson",
        "attacker_role": "ST",
        "attacker_market_value": 21000000,
        "attacker_height": 186,
        "attacker_skill_quality": 0.641,
        "defenders": [
          "Dean Huijsen",
          "Ibrahima Konaté"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.837,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.4737,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.8,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Dean Huijsen",
            "role": "CB",
            "market_value": 66000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Ibrahima Konaté",
            "role": "CB",
            "market_value": 46000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.3,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.3,
            "clearances_in_zone": 1.1,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Orri Óskarsson (ST) is heavily outmatched defensively against Dean Huijsen and Ibrahima Konaté in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€21M vs €56M avg). Projected xG contribution: 0.474 — with very limited chance creation expected."
      },
      {
        "attacker": "Yangel Herrera",
        "attacker_role": "LM",
        "attacker_market_value": 5600000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.47,
        "defenders": [
          "Trent Alexander-Arnold"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.857,
        "duel_zone": "Left Mid vs Right Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.302,
        "xg_contribution": 0.0338,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Trent Alexander-Arnold",
            "role": "RB",
            "market_value": 62000000,
            "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": 0.698
          }
        ],
        "duel_analysis": "Yangel Herrera (LM) is heavily outmatched defensively against Trent Alexander-Arnold in a direct 1v1 contest. Duel win probability: 30%. The quality gap is significant (€6M vs €62M avg). Projected xG contribution: 0.034 — with very limited chance creation expected."
      },
      {
        "attacker": "Carlos Soler",
        "attacker_role": "RM",
        "attacker_market_value": 6600000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.482,
        "defenders": [
          "Marc Cucurella"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.857,
        "duel_zone": "Right Mid vs Left Back — Wide Channel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.311,
        "xg_contribution": 0.1178,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Marc Cucurella",
            "role": "LB",
            "market_value": 62000000,
            "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": 0.689
          }
        ],
        "duel_analysis": "Carlos Soler (RM) is heavily outmatched defensively against Marc Cucurella in a direct 1v1 contest. Duel win probability: 31%. The quality gap is significant (€7M vs €62M avg). Projected xG contribution: 0.118 — with very limited chance creation expected."
      },
      {
        "attacker": "Takefusa Kubo",
        "attacker_role": "CM",
        "attacker_market_value": 21000000,
        "attacker_height": 174,
        "attacker_skill_quality": 0.641,
        "defenders": [
          "Jude Bellingham"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.899,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.278,
        "xg_contribution": 0.0436,
        "shots_in_zone": 1.3,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "ULTRA_HIGH",
        "defender_stats": [
          {
            "player": "Jude Bellingham",
            "role": "CDM",
            "market_value": 151000000,
            "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": 1.1,
            "defensive_success_rate": 0.722
          }
        ],
        "duel_analysis": "Takefusa Kubo (CM) is heavily outmatched defensively against Jude Bellingham in a direct 1v1 contest. Duel win probability: 28%. The quality gap is significant (€21M vs €151M avg). Projected xG contribution: 0.044 — with very limited chance creation expected."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.809,
      "away_midfield_power": 0.576,
      "home_creative_power": 0.754,
      "away_creative_power": 0.464,
      "home_defensive_power": 0.842,
      "away_defensive_power": 0.54,
      "home_dominance_ratio": 0.584,
      "home_midfield_count": 3,
      "away_midfield_count": 5,
      "home_midfield_players": [
        "Jude Bellingham",
        "Federico Valverde",
        "Bernardo Silva"
      ],
      "away_midfield_players": [
        "Carlos Soler",
        "Arsen Zakharyan",
        "Luka Sučić",
        "Yangel Herrera",
        "Takefusa Kubo"
      ],
      "possession_advantage": "home",
      "estimated_possession_home_pct": 52.8,
      "estimated_possession_away_pct": 47.2,
      "home_pressing_actions_per_90": 8.9,
      "away_pressing_actions_per_90": 7.1,
      "home_key_passes_projected": 6.0,
      "away_key_passes_projected": 4.3,
      "home_throughball_threat": 2.9,
      "away_throughball_threat": 2.0,
      "key_personal_duel": "Jude Bellingham vs Takefusa Kubo",
      "midfield_lambda_factor_home": 1.03,
      "midfield_lambda_factor_away": 0.961
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "4-4-2",
      "home_tactical_bonus": 0.07,
      "away_tactical_bonus": -0.04,
      "formation_verdict": "4-2-3-1 creates structural superiority against 4-4-2. Home team should exploit wider spaces and numerical advantages in transition."
    },
    "home_lambda": 4.8,
    "away_lambda": 0.703,
    "home_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "CAM vs CM"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Right Mid vs Left Back — Wide Channel"
    ],
    "home_player_antagonists": {
      "Federico Valverde": {
        "opponents": [
          "Sergio Gómez",
          "Yangel Herrera"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Yan Diomande": {
        "opponents": [
          "Igor Zubeldia"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Vinícius Júnior": {
        "opponents": [
          "Takefusa Kubo"
        ],
        "primary_zone": "CAM vs CM",
        "source": "attacking_duel"
      },
      "Kylian Mbappé": {
        "opponents": [
          "Jon Martin",
          "Jon Aramburu"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Jude Bellingham": {
        "opponents": [
          "Takefusa Kubo",
          "Carlos Soler"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Dean Huijsen": {
        "opponents": [
          "Orri Óskarsson"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Ibrahima Konaté": {
        "opponents": [
          "Orri Óskarsson"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Trent Alexander-Arnold": {
        "opponents": [
          "Yangel Herrera"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Marc Cucurella": {
        "opponents": [
          "Carlos Soler"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "defensive_duel"
      },
      "Bernardo Silva": {
        "opponents": [
          "Luka Sučić",
          "Arsen Zakharyan"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Thibaut Courtois": {
        "opponents": [
          "Orri Óskarsson",
          "Luka Sučić"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Sergio Gómez": {
        "opponents": [
          "Federico Valverde"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Igor Zubeldia": {
        "opponents": [
          "Yan Diomande"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Takefusa Kubo": {
        "opponents": [
          "Vinícius Júnior",
          "Jude Bellingham"
        ],
        "primary_zone": "CAM vs CM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Jon Martin": {
        "opponents": [
          "Kylian Mbappé"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Jon Aramburu": {
        "opponents": [
          "Kylian Mbappé"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Orri Óskarsson": {
        "opponents": [
          "Dean Huijsen",
          "Ibrahima Konaté"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Yangel Herrera": {
        "opponents": [
          "Trent Alexander-Arnold",
          "Federico Valverde"
        ],
        "primary_zone": "Left Mid vs Right Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Carlos Soler": {
        "opponents": [
          "Marc Cucurella",
          "Jude Bellingham"
        ],
        "primary_zone": "Right Mid vs Left Back — Wide Channel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Luka Sučić": {
        "opponents": [
          "Bernardo Silva"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Arsen Zakharyan": {
        "opponents": [
          "Bernardo Silva"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Álex Remiro": {
        "opponents": [
          "Vinícius Júnior",
          "Yan Diomande"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Home midfield dominates with ~53% possession expected (Jude Bellingham vs Takefusa Kubo). Total antagonist xG — Home: 1.97, Away: 0.67. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9777,
      "away_gk_opposition_factor": 0.9548,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.026,
      "home_defensive_solidity_vs": 0.9605,
      "away_defensive_solidity_vs": 0.8721,
      "home_midfield_factor": 1.03,
      "away_midfield_factor": 0.961,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.8507,
      "away_avg_quality": 0.5561,
      "avg_quality_gap": 0.2945,
      "squad_value_gap_log": 1.909,
      "top5_value_gap_log": 1.909,
      "attack_value_gap_log": 2.1591,
      "elite_count_gap": 9,
      "combined_quality_gap": 0.6499,
      "stronger_lambda_boost": 0.95,
      "weaker_lambda_suppression": 0.6,
      "home_bench_lambda_bonus": 0.0472,
      "away_bench_lambda_bonus": 0.0935,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": true,
      "mismatch_score_pressure_gap": 0.6499,
      "mismatch_favorite_lambda_boost": 1.1675,
      "mismatch_underdog_lambda_factor": 0.945,
      "pre_mismatch_home_lambda": 4.547,
      "pre_mismatch_away_lambda": 0.744,
      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 4.5472,
      "pre_calibration_away_lambda": 0.7435,
      "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": 4.8,
      "final_away_lambda": 0.703
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 15,
    "opponent_position": 16,
    "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": 16,
    "opponent_position": 15,
    "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": "2026-08-26T13:30:43Z"
}