{
  "match_info": {
    "home_team": "Brazil",
    "away_team": "Norway",
    "tournament": "World Championship",
    "date": "20260705",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "4-3-3"
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1195,
    "match_resolution": "penalties_if_level",
    "predicted_winner": "Brazil",
    "tiebreaker": {
      "applies": true,
      "method": "penalties_if_level",
      "regulation_draw_probability": 0.2514,
      "shootout_home_win_probability": 0.5669,
      "shootout_away_win_probability": 0.4331,
      "penalty_home_goals": 5,
      "penalty_away_goals": 4,
      "penalty_score": "5-4",
      "penalty_winner": "Brazil",
      "penalty_winner_goals": 5,
      "penalty_loser_goals": 4,
      "penalty_result": "Brazil wins 5-4 on penalties",
      "home_advance_probability": 0.6598,
      "away_advance_probability": 0.3402,
      "projected_winner": "Brazil",
      "projected_winner_probability": 0.6598,
      "final_score_after_penalties": "1-1 (Brazil wins 5-4 on penalties)",
      "reason": "Knockout match: a tied scoreline remains possible, then the advancing team is projected through penalties."
    },
    "top_5_scorelines": [
      {
        "score": "1-1",
        "probability": 0.1195
      },
      {
        "score": "1-0",
        "probability": 0.1195
      },
      {
        "score": "2-0",
        "probability": 0.0966
      },
      {
        "score": "2-1",
        "probability": 0.0952
      },
      {
        "score": "0-0",
        "probability": 0.0759
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0759,
      "0-1": 0.073,
      "0-2": 0.0364,
      "0-3": 0.012,
      "0-4": 0.0029,
      "0-5": 0.0006,
      "1-0": 0.1195,
      "1-1": 0.1195,
      "1-2": 0.0584,
      "1-3": 0.0192,
      "1-4": 0.0047,
      "1-5": 0.0009,
      "2-0": 0.0966,
      "2-1": 0.0952,
      "2-2": 0.0469,
      "2-3": 0.0154,
      "2-4": 0.0038,
      "2-5": 0.0007,
      "3-0": 0.0517,
      "3-1": 0.0509,
      "3-2": 0.0251,
      "3-3": 0.0082,
      "3-4": 0.002,
      "4-0": 0.0207,
      "4-1": 0.0204,
      "4-2": 0.0101,
      "4-3": 0.0033,
      "4-4": 0.0008,
      "5-0": 0.0067,
      "5-1": 0.0066,
      "5-2": 0.0032,
      "5-3": 0.0011,
      "6-0": 0.0018,
      "6-1": 0.0018,
      "6-2": 0.0009
    },
    "outcome": {
      "home_win": 0.5173,
      "draw": 0.2514,
      "away_win": 0.2313
    },
    "markets": {
      "over_2_5_goals": 0.479,
      "under_2_5_goals": 0.521,
      "btts_yes": 0.5016,
      "btts_no": 0.4984,
      "home_clean_sheet": 0.3734,
      "away_clean_sheet": 0.201
    },
    "home_ratings": {
      "DR": 88.61,
      "MCR": 91.51,
      "ATR": 91.35,
      "GK": 95.97
    },
    "away_ratings": {
      "DR": 80.55,
      "MCR": 85.86,
      "ATR": 90.65,
      "GK": 82.57
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Brazil vs Norway. Most likely scoreline: 1-1. Lambdas derived from 5 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Vinícius Júnior, Erling Haaland",
      "tactical_analysis": "Tactical parity between 4-2-3-1 and 4-3-3. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Bruno Guimarães vs Martin Ødegaard will be the pivotal duel. Total antagonist xG — Home: 1.00, Away: 1.05. 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": 0.75,
    "home_lambda": 1.689,
    "away_lambda": 1.037
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.5173,
      "draw": 0.2514,
      "away_win": 0.2313
    },
    "favorite": "Brazil",
    "favorite_win_probability": 0.5173,
    "fair_spread": 0.652,
    "fair_total": 2.726,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Brazil",
        "estimate": 1.689,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Norway",
        "estimate": 1.037,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.479,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.5016,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Brazil",
        "estimate": 1.0,
        "probability": 0.3734,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Norway",
        "estimate": 1.0,
        "probability": 0.201,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Vinícius Júnior (Brazil)",
        "estimate": 0.4737,
        "probability": 0.2568,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Erling Haaland (Norway)",
        "estimate": 0.5109,
        "probability": 0.5804,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Vinícius Júnior (Brazil)",
        "estimate": 0.2683,
        "probability": 0.2055,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Patrick Berg (Norway)",
        "estimate": 0.2675,
        "probability": 0.2039,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "balanced",
      "expected_total_goals": 2.726,
      "expected_total_shots": 26,
      "expected_total_passes": 856,
      "expected_pressing_actions_per_90": 14.6,
      "possession_home_pct": 51.4,
      "possession_away_pct": 48.6,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Brazil",
      "favorite_win_probability": 0.5173,
      "script": "Brazil is the fair winner side, but the baseline remains narrow: fair spread +0.65 goals and fair total 2.73.",
      "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 13 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Norway must keep the match inside one goal.",
      "late_game": "A Brazil lead likely shifts toward control and counters; if level after extra time, penalties are live; Brazil projects as the advancing side at 66.0% overall advancement probability with 25.1% draw pressure."
    },
    "key_matchup_thesis": "Norway chance creation leans on Erling Haaland against Gabriel Magalhães, Marquinhos in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Brazil: starters carry the main goal usage through Vinícius Júnior; bench watchlist: Estêvão, Raphinha, Rodrygo.",
      "Norway: starters carry the main goal usage through Erling Haaland; bench watchlist: Jørgen Strand Larsen, Andreas Schjelderup, Oscar Bobb.",
      "Assist usage should flow through Bruno Guimarães, Martin Ødegaard; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Brazil tries to establish the projected edge; track possession and first-shot share.",
      "15-45: Baseline expects balanced tempo, about 13 total first-half shots, and 1.36 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 Norway is chasing, transition and set-piece volume become the primary live deviation signal; if level after extra time, penalties are live; Brazil projects as the advancing side at 66.0% overall advancement probability with 25.1% draw pressure."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Brazil.",
      "Norway 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": {
    "Brazil": {
      "formation": "4-2-3-1",
      "players": {
        "Matheus Cunha": {
          "player_id": 886363,
          "position": "F",
          "position_depth": "F",
          "is_starter": true,
          "shirt_number": 9,
          "height": 184,
          "market_value": 79000000,
          "stats": {
            "expected_goals": 0.345,
            "goal_rate": 0.3949,
            "goals": 0,
            "shots_on_target": 0,
            "expected_assists": 0.021,
            "key_pass": 0,
            "rating": 90.8568,
            "minutes": 54,
            "total_shots": 2,
            "duels_won": 3,
            "aerial_won": 1,
            "total_pass": 19,
            "accurate_pass": 16,
            "total_long_balls": 1,
            "accurate_long_balls": 1,
            "total_opp_half_passes": 11,
            "accurate_opp_half_passes": 9,
            "crosses_total": 1,
            "crosses_accurate": 1,
            "touches": 30,
            "possession_lost": 6.4966,
            "dispossessed": 1.1143,
            "duels_lost": 3,
            "aerial_lost": 3,
            "total_contest": 2,
            "won_contest": 2,
            "ball_recovery": 3,
            "challenges_lost": 1,
            "fouls": 1,
            "fouls_drawn": 1,
            "assists": 0,
            "shots_off_target": 2,
            "interceptions": 1,
            "tackles_won": 2,
            "tackles": 2,
            "clearances": 2,
            "blocks": 0,
            "big_chances_created": 0,
            "big_chances_missed": 0,
            "xgot": 0.8357,
            "offsides": 1,
            "ball_carries": 11,
            "total_progression": 54,
            "progressive_carries": 2,
            "dribbles_attempted": 4,
            "dribbles_successful": 2.3,
            "crosses_attempted": 2.7,
            "duel_win_rate": 0.652,
            "pressing_faced": "LOW",
            "matchup_zone": "Right Wing vs Left Back — Flank Battle",
            "numerical_situation": "1v1",
            "opponent_defenders": "David Møller Wolfe",
            "opponent_faced": "David Møller Wolfe",
            "antagonist_source": "attacking_duel",
            "projected_goals": 0,
            "goal_probability": 0.2188,
            "projected_assists": 0,
            "assist_probability": 0.0307,
            "fifa_overall": 83.0
          },
          "latest_10_games": [
            {
              "match_id": 12813012,
              "match_date": "2026-06-29",
              "home_team": "Brazil",
              "away_team": "Japan",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brazil",
              "opponent": "Japan",
              "stats": {
                "minutes": 66,
                "rating": 6.3,
                "assists": 0,
                "expected_goals": 0.1726,
                "expected_assists": 0.0498,
                "total_shots": 3,
                "shots_on_target": 1,
                "shots_off_target": 2,
                "total_pass": 17,
                "accurate_pass": 17,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 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": 15186861,
              "match_date": "2026-06-24",
              "home_team": "Scotland",
              "away_team": "Brazil",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Brazil",
              "opponent": "Scotland",
              "stats": {
                "minutes": 76,
                "rating": 7.8,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.3948,
                "expected_assists": 0.0163,
                "total_shots": 5,
                "shots_on_target": 2,
                "shots_off_target": 2,
                "total_pass": 26,
                "accurate_pass": 24,
                "key_pass": 1,
                "tackles": 1,
                "interceptions": 1,
                "clearances": 2,
                "aerial_won": 2,
                "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": 15186856,
              "match_date": "2026-06-20",
              "home_team": "Brazil",
              "away_team": "Haiti",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brazil",
              "opponent": "Haiti",
              "stats": {
                "minutes": 64,
                "rating": 9.2,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 0.8274,
                "expected_assists": 0.0133,
                "total_shots": 2,
                "shots_on_target": 2,
                "total_pass": 29,
                "accurate_pass": 25,
                "tackles": 2,
                "interceptions": 1,
                "aerial_won": 1,
                "duels_won": 4,
                "ball_recovery": 5
              },
              "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": 15186850,
              "match_date": "2026-06-13",
              "home_team": "Brazil",
              "away_team": "Morocco",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Brazil",
              "opponent": "Morocco",
              "stats": {
                "minutes": 29,
                "rating": 6.8,
                "assists": 0,
                "expected_assists": 0.0051,
                "total_shots": 0,
                "total_pass": 9,
                "accurate_pass": 5,
                "tackles": 2,
                "tackles_won": 2,
                "clearances": 1,
                "duels_won": 3
              },
              "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": 14023956,
              "match_date": "2026-05-17",
              "home_team": "Manchester United",
              "away_team": "Nottingham Forest",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Manchester United",
              "opponent": "Nottingham Forest",
              "stats": {
                "minutes": 80,
                "rating": 8.4,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.319,
                "expected_assists": 0.4868,
                "total_shots": 4,
                "shots_on_target": 1,
                "total_pass": 32,
                "accurate_pass": 27,
                "key_pass": 4,
                "tackles": 1,
                "tackles_won": 1,
                "clearances": 2,
                "duels_won": 4,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023938,
              "match_date": "2026-05-09",
              "home_team": "Sunderland",
              "away_team": "Manchester United",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Manchester United",
              "opponent": "Sunderland",
              "stats": {
                "minutes": 90,
                "rating": 6.7,
                "assists": 0,
                "expected_goals": 0.3259,
                "expected_assists": 0.1151,
                "total_shots": 5,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 31,
                "accurate_pass": 23,
                "key_pass": 1,
                "tackles": 2,
                "tackles_won": 2,
                "interceptions": 1,
                "duels_won": 5,
                "ball_recovery": 4
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 13856229,
              "match_date": "2025-06-11",
              "home_team": "Brazil",
              "away_team": "Paraguay",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brazil",
              "opponent": "Paraguay",
              "stats": {
                "minutes": 79,
                "rating": 7.7,
                "assists": 1,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 29,
                "accurate_pass": 20,
                "key_pass": 3,
                "tackles": 2,
                "clearances": 1,
                "aerial_won": 5,
                "duels_won": 10,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            },
            {
              "match_id": 13856221,
              "match_date": "2025-06-05",
              "home_team": "Ecuador",
              "away_team": "Brazil",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Brazil",
              "opponent": "Ecuador",
              "stats": {
                "minutes": 26,
                "rating": 6.4,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 9,
                "accurate_pass": 7,
                "clearances": 2,
                "duels_won": 1,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            },
            {
              "match_id": 13129495,
              "match_date": "2025-03-26",
              "home_team": "Argentina",
              "away_team": "Brazil",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Brazil",
              "opponent": "Argentina",
              "stats": {
                "minutes": 69,
                "rating": 7.3,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 16,
                "accurate_pass": 13,
                "tackles": 2,
                "tackles_won": 2,
                "duels_won": 6,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            },
            {
              "match_id": 13129489,
              "match_date": "2025-03-21",
              "home_team": "Brazil",
              "away_team": "Colombia",
              "team_side": "home",
              "is_starting_11": 0,
              "team": "Brazil",
              "opponent": "Colombia",
              "stats": {
                "minutes": 30,
                "rating": 6.6,
                "assists": 0,
                "total_shots": 0,
                "total_pass": 10,
                "accurate_pass": 9,
                "interceptions": 1,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "World Cup Qual. CONMEBOL",
              "league_id": "295",
              "league_slug": "world-championship-qual-conmebol",
              "league_country": "South America",
              "season_id": "53820",
              "season_name": "World Cup Qualification, CONMEBOL 2025",
              "season_year": "2026"
            }
          ],
          "ranking": {
            "global_player_rank": 248,
            "combined_rank_score": 154.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": null,
            "sofascore_rating": null,
            "sofascore_appearances": 0.0,
            "fifa_rank": 276.0,
            "fifa_overall": 83.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 3,
            "squad_role": "starter",
            "projected_match_rating": 7.8568,
            "source_file": "data/player_rankings.csv",
            "player_name": "Matheus Cunha",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Germán Berterame",
                  "ranking": 243
                },
                {
                  "player_name": "Souza",
                  "ranking": 244
                },
                {
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        "avg_rating": 85.42,
        "possession_estimated_pct": 48.6,
        "pressing_actions_per_90": 6.9
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Rayan",
        "attacker_role": "LW",
        "attacker_market_value": 58000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.848,
        "defenders": [
          "Marcus Pedersen"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.441,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.691,
        "xg_contribution": 0.1854,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.4,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.0,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Marcus Pedersen",
            "role": "RB",
            "market_value": 3300000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.2,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.309
          }
        ],
        "duel_analysis": "Rayan (LW) has a clear attacking advantage against Marcus Pedersen in a direct 1v1 contest. Duel win probability: 69%. The quality gap is significant (€58M vs €3M avg). Projected xG contribution: 0.185 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Matheus Cunha",
        "attacker_role": "RW",
        "attacker_market_value": 79000000,
        "attacker_height": 184,
        "attacker_skill_quality": 0.881,
        "defenders": [
          "David Møller Wolfe"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.49,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.652,
        "xg_contribution": 0.3102,
        "shots_in_zone": 2.3,
        "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": "David Møller Wolfe",
            "role": "LB",
            "market_value": 7300000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.3,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.348
          }
        ],
        "duel_analysis": "Matheus Cunha (RW) has a clear attacking advantage against David Møller Wolfe in a direct 1v1 contest. Duel win probability: 65%. The quality gap is significant (€79M vs €7M avg). Projected xG contribution: 0.310 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Gabriel Martinelli",
        "attacker_role": "CAM",
        "attacker_market_value": 42000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.791,
        "defenders": [
          "Patrick Berg"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.493,
        "duel_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.594,
        "xg_contribution": 0.0036,
        "shots_in_zone": 2.7,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.6,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Patrick Berg",
            "role": "CDM",
            "market_value": 7500000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.406
          }
        ],
        "duel_analysis": "Gabriel Martinelli (CAM) is slightly favored against Patrick Berg in a direct 1v1 contest. Duel win probability: 59%. The quality gap is significant (€42M vs €8M avg). Projected xG contribution: 0.004 — creating consistent moderate threat."
      },
      {
        "attacker": "Vinícius Júnior",
        "attacker_role": "ST",
        "attacker_market_value": 146000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.899,
        "defenders": [
          "Torbjørn Heggem",
          "Kristoffer Ajer"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.587,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.281,
        "xg_contribution": 0.4259,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 3,
        "aerial_won": 1.4,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Torbjørn Heggem",
            "role": "CB",
            "market_value": 12200000,
            "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": 0.8,
            "defensive_success_rate": 0.719
          },
          {
            "player": "Kristoffer Ajer",
            "role": "CB",
            "market_value": 19500000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.719
          }
        ],
        "duel_analysis": "Vinícius Júnior (ST) is heavily outmatched defensively against Torbjørn Heggem and Kristoffer Ajer in a 2-defender block. Duel win probability: 28%. The quality gap is significant (€146M vs €16M avg). Projected xG contribution: 0.426 — with very limited chance creation expected."
      },
      {
        "attacker": "Casemiro",
        "attacker_role": "CDM",
        "attacker_market_value": 5500000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.468,
        "defenders": [
          "Sander Berge"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.686,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.262,
        "xg_contribution": 0.0731,
        "shots_in_zone": 0.8,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Sander Berge",
            "role": "CM",
            "market_value": 26000000,
            "tackles_attempted": 2.1,
            "tackles_won": 2.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.738
          }
        ],
        "duel_analysis": "Casemiro (CDM) is heavily outmatched defensively against Sander Berge in a direct 1v1 contest. Duel win probability: 26%. The quality gap is significant (€6M vs €26M avg). Projected xG contribution: 0.073 — with very limited chance creation expected."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Antonio Nusa",
        "attacker_role": "LW",
        "attacker_market_value": 31000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.725,
        "defenders": [
          "Danilo"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.432,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.596,
        "xg_contribution": 0.0569,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.1,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Danilo",
            "role": "RB",
            "market_value": 2600000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.404
          }
        ],
        "duel_analysis": "Antonio Nusa (LW) is slightly favored against Danilo in a direct 1v1 contest. Duel win probability: 60%. The quality gap is significant (€31M vs €3M avg). Projected xG contribution: 0.057 — creating consistent moderate threat."
      },
      {
        "attacker": "Alexander Sørloth",
        "attacker_role": "RW",
        "attacker_market_value": 18600000,
        "attacker_height": 195,
        "attacker_skill_quality": 0.617,
        "defenders": [
          "Douglas Santos"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.487,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.599,
        "xg_contribution": 0.0081,
        "shots_in_zone": 2.2,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.1,
        "aerial_duels": 2,
        "aerial_won": 1.4,
        "crosses_in_zone": 2.2,
        "fouls_drawn": 1.0,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Douglas Santos",
            "role": "LB",
            "market_value": 7000000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.401
          }
        ],
        "duel_analysis": "Alexander Sørloth (RW) is slightly favored against Douglas Santos in a direct 1v1 contest. Duel win probability: 60%.  Projected xG contribution: 0.008 — creating consistent moderate threat."
      },
      {
        "attacker": "Erling Haaland",
        "attacker_role": "ST",
        "attacker_market_value": 218000000,
        "attacker_height": 194,
        "attacker_skill_quality": 0.9,
        "defenders": [
          "Gabriel Magalhães",
          "Marquinhos"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.782,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.283,
        "xg_contribution": 0.7584,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.5,
        "aerial_duels": 3,
        "aerial_won": 2.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Gabriel Magalhães",
            "role": "CB",
            "market_value": 70000000,
            "tackles_attempted": 1.2,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.4,
            "clearances_in_zone": 1.2,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.717
          },
          {
            "player": "Marquinhos",
            "role": "CB",
            "market_value": 27000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.1,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.717
          }
        ],
        "duel_analysis": "Erling Haaland (ST) is heavily outmatched defensively against Gabriel Magalhães and Marquinhos in a 2-defender block. Duel win probability: 28%. The quality gap is significant (€218M vs €48M avg). Projected xG contribution: 0.758 — with very limited chance creation expected."
      },
      {
        "attacker": "Patrick Berg",
        "attacker_role": "CDM",
        "attacker_market_value": 7500000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.493,
        "defenders": [
          "Casemiro"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.468,
        "duel_zone": "CDM vs CDM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.411,
        "xg_contribution": 0.0546,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Casemiro",
            "role": "CDM",
            "market_value": 5500000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.7,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.589
          }
        ],
        "duel_analysis": "Patrick Berg (CDM) faces tough defensive resistance against Casemiro in a direct 1v1 contest. Duel win probability: 41%.  Projected xG contribution: 0.055 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Sander Berge",
        "attacker_role": "CM",
        "attacker_market_value": 26000000,
        "attacker_height": 195,
        "attacker_skill_quality": 0.686,
        "defenders": [
          "Casemiro"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.468,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.588,
        "xg_contribution": 0.1717,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.6,
        "aerial_duels": 2,
        "aerial_won": 1.4,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Casemiro",
            "role": "CDM",
            "market_value": 5500000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.4,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.6,
            "defensive_success_rate": 0.412
          }
        ],
        "duel_analysis": "Sander Berge (CM) is slightly favored against Casemiro in a direct 1v1 contest. Duel win probability: 59%. The quality gap is significant (€26M vs €6M avg). Projected xG contribution: 0.172 — creating consistent moderate threat."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.73,
      "away_midfield_power": 0.648,
      "home_creative_power": 0.863,
      "away_creative_power": 0.632,
      "home_defensive_power": 0.63,
      "away_defensive_power": 0.479,
      "home_dominance_ratio": 0.53,
      "home_midfield_count": 3,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "Rayan",
        "Casemiro",
        "Bruno Guimarães"
      ],
      "away_midfield_players": [
        "Sander Berge",
        "Patrick Berg",
        "Martin Ødegaard",
        "Marcus Pedersen"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 51.4,
      "estimated_possession_away_pct": 48.6,
      "home_pressing_actions_per_90": 7.7,
      "away_pressing_actions_per_90": 6.9,
      "home_key_passes_projected": 6.7,
      "away_key_passes_projected": 5.3,
      "home_throughball_threat": 3.2,
      "away_throughball_threat": 2.5,
      "key_personal_duel": "Bruno Guimarães vs Martin Ødegaard",
      "midfield_lambda_factor_home": 1.027,
      "midfield_lambda_factor_away": 0.994
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "4-3-3",
      "home_tactical_bonus": -0.01,
      "away_tactical_bonus": 0.03,
      "formation_verdict": "Tactical parity between 4-2-3-1 and 4-3-3. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.689,
    "away_lambda": 1.037,
    "home_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Right Wing vs Left Back — Flank Battle"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "Central Mid vs Defensive Mid — Pressing/Creation Duel"
    ],
    "home_player_antagonists": {
      "Rayan": {
        "opponents": [
          "Marcus Pedersen",
          "Martin Ødegaard"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Matheus Cunha": {
        "opponents": [
          "David Møller Wolfe"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Gabriel Martinelli": {
        "opponents": [
          "Patrick Berg"
        ],
        "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "source": "attacking_duel"
      },
      "Vinícius Júnior": {
        "opponents": [
          "Torbjørn Heggem",
          "Kristoffer Ajer"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Casemiro": {
        "opponents": [
          "Sander Berge",
          "Patrick Berg",
          "Marcus Pedersen"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Danilo": {
        "opponents": [
          "Antonio Nusa"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Douglas Santos": {
        "opponents": [
          "Alexander Sørloth"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Gabriel Magalhães": {
        "opponents": [
          "Erling Haaland"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Marquinhos": {
        "opponents": [
          "Erling Haaland"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Bruno Guimarães": {
        "opponents": [
          "Sander Berge"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Alisson": {
        "opponents": [
          "Antonio Nusa",
          "Alexander Sørloth"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Marcus Pedersen": {
        "opponents": [
          "Rayan",
          "Casemiro"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel, midfield_pairing"
      },
      "David Møller Wolfe": {
        "opponents": [
          "Matheus Cunha"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Patrick Berg": {
        "opponents": [
          "Gabriel Martinelli",
          "Casemiro"
        ],
        "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Torbjørn Heggem": {
        "opponents": [
          "Vinícius Júnior"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Kristoffer Ajer": {
        "opponents": [
          "Vinícius Júnior"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Sander Berge": {
        "opponents": [
          "Casemiro",
          "Bruno Guimarães"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Antonio Nusa": {
        "opponents": [
          "Danilo"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Alexander Sørloth": {
        "opponents": [
          "Douglas Santos"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Erling Haaland": {
        "opponents": [
          "Gabriel Magalhães",
          "Marquinhos"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Martin Ødegaard": {
        "opponents": [
          "Rayan"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Ørjan Nyland": {
        "opponents": [
          "Matheus Cunha",
          "Gabriel Martinelli"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Bruno Guimarães vs Martin Ødegaard will be the pivotal duel. Total antagonist xG — Home: 1.00, Away: 1.05. 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": 1.0218,
      "away_gk_opposition_factor": 0.9459,
      "home_set_piece_bonus": 0.0868,
      "away_set_piece_bonus": 0.18,
      "home_defensive_solidity_vs": 0.9764,
      "away_defensive_solidity_vs": 0.9439,
      "home_midfield_factor": 1.027,
      "away_midfield_factor": 0.994,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.7245,
      "away_avg_quality": 0.6398,
      "avg_quality_gap": 0.0847,
      "squad_value_gap_log": 0.2014,
      "top5_value_gap_log": 0.1471,
      "attack_value_gap_log": 0.068,
      "elite_count_gap": 4,
      "combined_quality_gap": 0.1513,
      "stronger_lambda_boost": 0.3328,
      "weaker_lambda_suppression": 0.2118,
      "home_bench_lambda_bonus": 0.088,
      "away_bench_lambda_bonus": 0.076,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": false,
      "competitive_underdog_floor": 1.02,
      "pre_competitive_floor_home_lambda": 1.689,
      "pre_competitive_floor_away_lambda": 1.037,
      "pre_calibration_home_lambda": 1.689,
      "pre_calibration_away_lambda": 1.037,
      "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": 1.689,
      "final_away_lambda": 1.037
    }
  },
  "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": "2026-07-05T13:31:04Z"
}