{
  "match_info": {
    "home_team": "Scotland",
    "away_team": "Brazil",
    "tournament": "FIFA World Cup",
    "date": "20260624",
    "timezone": "America/New_York",
    "home_formation": "4-3-3",
    "away_formation": "4-2-3-1"
  },
  "prediction": {
    "most_likely_score": "0-2",
    "home_goals": 0,
    "away_goals": 2,
    "most_likely_score_probability": 0.1256,
    "top_5_scorelines": [
      {
        "score": "0-2",
        "probability": 0.1256
      },
      {
        "score": "0-3",
        "probability": 0.1099
      },
      {
        "score": "0-1",
        "probability": 0.0957
      },
      {
        "score": "1-2",
        "probability": 0.0863
      },
      {
        "score": "1-3",
        "probability": 0.0755
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.0365,
      "0-1": 0.0957,
      "0-2": 0.1256,
      "0-3": 0.1099,
      "0-4": 0.0721,
      "0-5": 0.0379,
      "0-6": 0.0166,
      "0-7": 0.0062,
      "0-8": 0.002,
      "0-9": 0.0006,
      "1-0": 0.025,
      "1-1": 0.0657,
      "1-2": 0.0863,
      "1-3": 0.0755,
      "1-4": 0.0496,
      "1-5": 0.026,
      "1-6": 0.0114,
      "1-7": 0.0043,
      "1-8": 0.0014,
      "2-0": 0.0086,
      "2-1": 0.0226,
      "2-2": 0.0296,
      "2-3": 0.0259,
      "2-4": 0.017,
      "2-5": 0.0089,
      "2-6": 0.0039,
      "2-7": 0.0015,
      "3-0": 0.002,
      "3-1": 0.0052,
      "3-2": 0.0068,
      "3-3": 0.0059,
      "3-4": 0.0039,
      "3-5": 0.002,
      "3-6": 0.0009,
      "4-1": 0.0009,
      "4-2": 0.0012,
      "4-3": 0.001,
      "4-4": 0.0007
    },
    "outcome": {
      "home_win": 0.0742,
      "draw": 0.1385,
      "away_win": 0.7873
    },
    "markets": {
      "over_2_5_goals": 0.6428,
      "under_2_5_goals": 0.3572,
      "btts_yes": 0.4609,
      "btts_no": 0.5391,
      "home_clean_sheet": 0.0725,
      "away_clean_sheet": 0.5031
    },
    "home_ratings": {
      "DR": 82.2,
      "MCR": 87.73,
      "ATR": 83.52,
      "GK": 78.91
    },
    "away_ratings": {
      "DR": 88.44,
      "MCR": 90.08,
      "ATR": 92.96,
      "GK": 96.14
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Scotland vs Brazil. Most likely scoreline: 0-2. Lambdas derived from 5 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Matheus Cunha, Vinícius Júnior",
      "tactical_analysis": "Tactical parity between 4-3-3 and 4-2-3-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Scott McTominay vs Bruno Guimarães will be the pivotal duel. Total antagonist xG — Home: 0.81, Away: 1.41. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Right Wing vs Left Back — Flank Battle."
    },
    "confidence": 0.86,
    "home_lambda": 0.687,
    "away_lambda": 2.625
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.0742,
      "draw": 0.1385,
      "away_win": 0.7873
    },
    "favorite": "Brazil",
    "favorite_win_probability": 0.7873,
    "fair_spread": -1.938,
    "fair_total": 3.312,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Scotland",
        "estimate": 0.687,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Brazil",
        "estimate": 2.625,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.6428,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.4609,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Scotland",
        "estimate": 1.0,
        "probability": 0.0725,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Brazil",
        "estimate": 1.0,
        "probability": 0.5031,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Che Adams (Scotland)",
        "estimate": 0.34,
        "probability": 0.0,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Matheus Cunha (Brazil)",
        "estimate": 1.1042,
        "probability": 0.6815,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Andy Robertson (Scotland)",
        "estimate": 0.1353,
        "probability": 0.0,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Lucas Paquetá (Brazil)",
        "estimate": 0.1835,
        "probability": 0.2611,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 3.312,
      "expected_total_shots": 27,
      "expected_total_passes": 893,
      "expected_pressing_actions_per_90": 15.6,
      "possession_home_pct": 48.3,
      "possession_away_pct": 51.7,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Brazil",
      "favorite_win_probability": 0.7873,
      "script": "Brazil is the fair winner side, but the baseline remains favorite-led: fair spread -1.94 goals and fair total 3.31.",
      "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 14 first-half attempts.",
      "second_half": "If level after halftime, midfield control and bench quality should decide territory; Scotland must keep the match inside one goal.",
      "late_game": "A Brazil lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Brazil chance creation leans on Matheus Cunha against Andy Robertson in Right Wing vs Left Back — Flank Battle; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Scotland: starters carry the main goal usage through the highest xG attackers; bench watchlist: Aaron Hickey, George Hirst, Kieran Tierney.",
      "Brazil: starters carry the main goal usage through Matheus Cunha, Vinícius Júnior; bench watchlist: Estêvão, Raphinha, Rodrygo.",
      "Assist usage should flow through Lucas Paquetá; 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 high tempo, about 14 total first-half shots, and 1.66 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 Scotland is chasing, transition and set-piece volume become the primary live deviation signal."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Brazil.",
      "Scotland 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": {
    "Scotland": {
      "formation": "4-3-3",
      "players": {
        "John McGinn": {
          "player_id": 250223,
          "position": "M",
          "position_depth": "M",
          "is_starter": true,
          "shirt_number": 7,
          "height": 175,
          "market_value": 12600000,
          "stats": {
            "key_pass": 1,
            "expected_assists": 0.0907,
            "assists": 0,
            "expected_goals": 0.1236,
            "rating": 88.0833,
            "minutes": 82,
            "total_pass": 14,
            "accurate_pass": 11,
            "ball_recovery": 3,
            "duels_won": 5,
            "total_shots": 2,
            "total_long_balls": 2,
            "accurate_long_balls": 2,
            "total_own_half_passes": 5,
            "accurate_own_half_passes": 5,
            "total_opp_half_passes": 13,
            "accurate_opp_half_passes": 9,
            "crosses_total": 3,
            "crosses_accurate": 1,
            "touches": 33,
            "possession_lost": 10.3911,
            "dispossessed": 1.9096,
            "duels_lost": 4,
            "aerial_won": 1,
            "aerial_lost": 1,
            "interceptions": 1,
            "tackles_won": 1,
            "tackles": 2,
            "clearances": 1,
            "total_contest": 2,
            "won_contest": 1,
            "challenges_lost": 1,
            "fouls": 2,
            "fouls_drawn": 2,
            "goal_rate": 1.0809,
            "goals": 0,
            "shots_on_target": 1,
            "shots_off_target": 1,
            "blocks": 0,
            "big_chances_created": 1,
            "big_chances_missed": 1,
            "xgot": 0.5485,
            "ball_carries": 10,
            "total_progression": 36,
            "progressive_carries": 1,
            "dribbles_attempted": 2,
            "dribbles_successful": 0.8,
            "crosses_attempted": 0.0,
            "duel_win_rate": 0.448,
            "pressing_faced": "LOW",
            "matchup_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
            "numerical_situation": "1v1",
            "opponent_defenders": "Casemiro",
            "opponent_faced": "Casemiro",
            "antagonist_source": "attacking_duel, defensive_duel, midfield_pairing",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 81.0
          },
          "latest_10_games": [
            {
              "match_id": 15186859,
              "match_date": "2026-06-19",
              "home_team": "Scotland",
              "away_team": "Morocco",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Scotland",
              "opponent": "Morocco",
              "stats": {
                "minutes": 89,
                "rating": 6.7,
                "assists": 0,
                "expected_goals": 0.1641,
                "expected_assists": 0.1294,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 14,
                "accurate_pass": 10,
                "key_pass": 1,
                "aerial_won": 1,
                "duels_won": 3,
                "ball_recovery": 4
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 15186853,
              "match_date": "2026-06-14",
              "home_team": "Haiti",
              "away_team": "Scotland",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Scotland",
              "opponent": "Haiti",
              "stats": {
                "minutes": 83,
                "rating": 7.5,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.2284,
                "expected_assists": 0.0237,
                "total_shots": 2,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 11,
                "accurate_pass": 10,
                "key_pass": 1,
                "aerial_won": 1,
                "duels_won": 7,
                "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": 14023961,
              "match_date": "2026-05-24",
              "home_team": "Manchester City",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Aston Villa",
              "opponent": "Manchester City",
              "stats": {
                "minutes": 16,
                "rating": 6.8,
                "assists": 0,
                "expected_goals": 0.0598,
                "expected_assists": 0.0014,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 6,
                "accurate_pass": 5,
                "tackles": 1,
                "tackles_won": 1,
                "duels_won": 1,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632626,
              "match_date": "2026-05-20",
              "home_team": "SC Freiburg",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "SC Freiburg",
              "stats": {
                "minutes": 90,
                "rating": 7.6,
                "assists": 1,
                "expected_goals": 0.3776,
                "expected_assists": 0.4313,
                "total_shots": 3,
                "shots_on_target": 1,
                "total_pass": 26,
                "accurate_pass": 22,
                "key_pass": 3,
                "tackles": 2,
                "tackles_won": 1,
                "duels_won": 5,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023928,
              "match_date": "2026-05-15",
              "home_team": "Aston Villa",
              "away_team": "Liverpool FC",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Liverpool FC",
              "stats": {
                "minutes": 89,
                "rating": 7.6,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 0,
                "expected_goals": 0.0318,
                "expected_assists": 0.0096,
                "total_shots": 1,
                "shots_on_target": 1,
                "total_pass": 22,
                "accurate_pass": 20,
                "tackles": 1,
                "tackles_won": 1,
                "clearances": 1,
                "duels_won": 3,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
              "league_slug": "premier-league",
              "league_country": "England",
              "season_id": "76986",
              "season_name": "Premier League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14023929,
              "match_date": "2026-05-10",
              "home_team": "Burnley",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Burnley",
              "stats": {
                "minutes": 85,
                "rating": 6.6,
                "assists": 1,
                "expected_goals": 0.191,
                "expected_assists": 0.6115,
                "total_shots": 4,
                "shots_on_target": 1,
                "shots_off_target": 1,
                "total_pass": 35,
                "accurate_pass": 24,
                "key_pass": 4,
                "duels_won": 2,
                "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": 15632625,
              "match_date": "2026-05-07",
              "home_team": "Aston Villa",
              "away_team": "Nottingham Forest",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Nottingham Forest",
              "stats": {
                "minutes": 89,
                "rating": 8.7,
                "goal_rate": 2.0,
                "goals": 2,
                "assists": 0,
                "expected_goals": 0.2899,
                "expected_assists": 0.0345,
                "total_shots": 3,
                "shots_on_target": 3,
                "total_pass": 25,
                "accurate_pass": 17,
                "key_pass": 1,
                "aerial_won": 1,
                "duels_won": 3,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632623,
              "match_date": "2026-04-30",
              "home_team": "Nottingham Forest",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Nottingham Forest",
              "stats": {
                "minutes": 79,
                "rating": 7.0,
                "assists": 0,
                "expected_assists": 0.0905,
                "total_shots": 0,
                "total_pass": 23,
                "accurate_pass": 18,
                "key_pass": 2,
                "tackles": 2,
                "tackles_won": 2,
                "interceptions": 1,
                "clearances": 1,
                "aerial_won": 2,
                "duels_won": 6,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632621,
              "match_date": "2026-04-16",
              "home_team": "Aston Villa",
              "away_team": "Bologna",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Bologna",
              "stats": {
                "minutes": 64,
                "rating": 7.0,
                "assists": 1,
                "expected_assists": 0.0251,
                "total_shots": 0,
                "total_pass": 15,
                "accurate_pass": 10,
                "key_pass": 1,
                "tackles": 3,
                "tackles_won": 3,
                "duels_won": 5,
                "ball_recovery": 5
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15632617,
              "match_date": "2026-04-09",
              "home_team": "Bologna",
              "away_team": "Aston Villa",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Aston Villa",
              "opponent": "Bologna",
              "stats": {
                "minutes": 90,
                "rating": 6.9,
                "assists": 0,
                "expected_goals": 0.0099,
                "expected_assists": 0.0206,
                "total_shots": 1,
                "shots_off_target": 1,
                "total_pass": 15,
                "accurate_pass": 12,
                "duels_won": 3,
                "ball_recovery": 1
              },
              "has_player_stats": true,
              "league_name": "UEFA Europa League",
              "league_id": "679",
              "league_slug": "uefa-europa-league",
              "league_country": "Europe",
              "season_id": "76984",
              "season_name": "UEFA Europa League 25/26",
              "season_year": "25/26"
            }
          ],
          "ranking": {
            "global_player_rank": 3277,
            "combined_rank_score": 353.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 250.0,
            "sofascore_rating": 7.0833,
            "sofascore_appearances": 6.0,
            "fifa_rank": 457.0,
            "fifa_overall": 81.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 6,
            "squad_role": "starter",
            "projected_match_rating": 7.0833,
            "source_file": "data/player_rankings.csv",
            "player_name": "John McGinn",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Valentin Morgun",
                  "ranking": 3272
                },
                {
                  "player_name": "Nolan Miller",
                  "ranking": 3273
                },
                {
                  "player_name": "Sodai Hasukawa",
                  "ranking": 3274
                },
                {
                  "player_name": "Bryan Viñán",
                  "ranking": 3275
                },
                {
                  "player_name": "Ivan Provedel",
                  "ranking": 3276
                }
              ],
              "lower": [
                {
                  "player_name": "Ola Aina",
                  "ranking": 3278
                },
                {
                  "player_name": "Giovanni Di Lorenzo",
                  "ranking": 3279
                },
                {
                  "player_name": "Milan de Haan",
                  "ranking": 3280
                },
                {
                  "player_name": "Daniel Muñoz",
                  "ranking": 3281
                },
                {
                  "player_name": "Hamza Khabba",
                  "ranking": 3282
                }
              ]
            }
          }
        },
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                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 15631347,
              "match_date": "2026-03-10",
              "home_team": "Newcastle United",
              "away_team": "FC Barcelona",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "FC Barcelona",
              "opponent": "Newcastle United",
              "stats": {
                "minutes": 90,
                "rating": 7.4,
                "assists": 0,
                "expected_goals": 0.0285,
                "expected_assists": 0.3376,
                "total_shots": 1,
                "total_pass": 22,
                "accurate_pass": 18,
                "key_pass": 4,
                "tackles": 1,
                "interceptions": 1,
                "clearances": 2,
                "duels_won": 5,
                "ball_recovery": 3
              },
              "has_player_stats": true,
              "league_name": "UEFA Champions League",
              "league_id": "7",
              "league_slug": "uefa-champions-league",
              "league_country": "Europe",
              "season_id": "76953",
              "season_name": "UEFA Champions League 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14169220,
              "match_date": "2025-09-09",
              "home_team": "Bolivia",
              "away_team": "Brazil",
              "team_side": "away",
              "is_starting_11": 0,
              "team": "Brazil",
              "opponent": "Bolivia",
              "stats": {
                "minutes": 29,
                "rating": 7.0,
                "assists": 0,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 11,
                "accurate_pass": 9,
                "key_pass": 2,
                "aerial_won": 1,
                "duels_won": 4
              },
              "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": 14169219,
              "match_date": "2025-09-05",
              "home_team": "Brazil",
              "away_team": "Chile",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brazil",
              "opponent": "Chile",
              "stats": {
                "minutes": 79,
                "rating": 7.0,
                "assists": 0,
                "total_shots": 4,
                "shots_on_target": 1,
                "total_pass": 36,
                "accurate_pass": 30,
                "key_pass": 3,
                "aerial_won": 1,
                "duels_won": 4,
                "ball_recovery": 1
              },
              "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": 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": 90,
                "rating": 7.6,
                "assists": 0,
                "total_shots": 3,
                "shots_on_target": 2,
                "shots_off_target": 1,
                "total_pass": 37,
                "accurate_pass": 33,
                "key_pass": 2,
                "tackles": 3,
                "tackles_won": 3,
                "interceptions": 1,
                "clearances": 2,
                "duels_won": 5,
                "ball_recovery": 6
              },
              "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": 90,
                "rating": 6.6,
                "assists": 0,
                "total_shots": 2,
                "shots_off_target": 1,
                "total_pass": 25,
                "accurate_pass": 16,
                "tackles": 2,
                "tackles_won": 1,
                "interceptions": 1,
                "clearances": 1,
                "duels_won": 4,
                "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"
            },
            {
              "match_id": 13129489,
              "match_date": "2025-03-21",
              "home_team": "Brazil",
              "away_team": "Colombia",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brazil",
              "opponent": "Colombia",
              "stats": {
                "minutes": 90,
                "rating": 8.2,
                "goal_rate": 1.0,
                "goals": 1,
                "assists": 1,
                "total_shots": 3,
                "shots_on_target": 2,
                "shots_off_target": 1,
                "total_pass": 29,
                "accurate_pass": 21,
                "key_pass": 3,
                "tackles": 2,
                "tackles_won": 1,
                "duels_won": 5,
                "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": 35,
            "combined_rank_score": 44.0,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 77.0,
            "sofascore_rating": 7.5091,
            "sofascore_appearances": 22.0,
            "fifa_rank": 11.0,
            "fifa_overall": 89.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 5,
            "squad_role": "substitute",
            "projected_match_rating": 6.7244,
            "source_file": "data/player_rankings.csv",
            "player_name": "Raphinha",
            "ranking_neighbors": {
              "upper": [
                {
                  "player_name": "Abdumavlon Abduzhalilov",
                  "ranking": 30
                },
                {
                  "player_name": "Alan Benítez",
                  "ranking": 31
                },
                {
                  "player_name": "Eryin Sanhueza",
                  "ranking": 32
                },
                {
                  "player_name": "Khvicha Kvaratskhelia",
                  "ranking": 33
                },
                {
                  "player_name": "Euller",
                  "ranking": 34
                }
              ],
              "lower": [
                {
                  "player_name": "Frenkie de Jong",
                  "ranking": 36
                },
                {
                  "player_name": "Ayrton Lucas",
                  "ranking": 37
                },
                {
                  "player_name": "Giorgian de Arrascaeta",
                  "ranking": 38
                },
                {
                  "player_name": "Matheus Serafim",
                  "ranking": 39
                },
                {
                  "player_name": "Amad Diallo",
                  "ranking": 40
                }
              ]
            }
          }
        }
      },
      "team_totals": {
        "projected_goals": 2,
        "expected_goals": 2.62,
        "expected_assists": 0.61,
        "total_shots": 16,
        "shots_on_target": 7,
        "total_passes": 511,
        "interceptions": 10,
        "tackles": 25,
        "avg_rating": 90.56,
        "possession_estimated_pct": 51.7,
        "pressing_actions_per_90": 8.4
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Che Adams",
        "attacker_role": "LW",
        "attacker_market_value": 4800000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.46,
        "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": 0.456,
        "xg_contribution": 0.4792,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.2,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 1.9,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Danilo",
            "role": "RB",
            "market_value": 2600000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.6,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.544
          }
        ],
        "duel_analysis": "Che Adams (LW) is evenly matched against Danilo in a direct 1v1 contest. Duel win probability: 46%.  Projected xG contribution: 0.479 — with neither side clearly dominant."
      },
      {
        "attacker": "Ben Gannon-Doak",
        "attacker_role": "RW",
        "attacker_market_value": 14600000,
        "attacker_height": 174,
        "attacker_skill_quality": 0.575,
        "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": 0.52,
        "xg_contribution": 0.0641,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.8,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.1,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Douglas Santos",
            "role": "LB",
            "market_value": 7000000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.5,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.8,
            "clearances_in_zone": 0.7,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.48
          }
        ],
        "duel_analysis": "Ben Gannon-Doak (RW) is slightly favored against Douglas Santos in a direct 1v1 contest. Duel win probability: 52%.  Projected xG contribution: 0.064 — creating consistent moderate threat."
      },
      {
        "attacker": "Ryan Christie",
        "attacker_role": "ST",
        "attacker_market_value": 8600000,
        "attacker_height": 178,
        "attacker_skill_quality": 0.506,
        "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": 0.18,
        "xg_contribution": 0.0202,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.5,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Gabriel Magalhães",
            "role": "CB",
            "market_value": 70000000,
            "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": 0.8,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Marquinhos",
            "role": "CB",
            "market_value": 27000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Ryan Christie (ST) is heavily outmatched defensively against Gabriel Magalhães and Marquinhos in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€9M vs €48M avg). Projected xG contribution: 0.020 — with very limited chance creation expected."
      },
      {
        "attacker": "Lewis Ferguson",
        "attacker_role": "CDM",
        "attacker_market_value": 13000000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.557,
        "defenders": [
          "Casemiro"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.468,
        "duel_zone": "CDM vs CDM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.444,
        "xg_contribution": 0.0619,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "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": 0.556
          }
        ],
        "duel_analysis": "Lewis Ferguson (CDM) is evenly matched against Casemiro in a direct 1v1 contest. Duel win probability: 44%.  Projected xG contribution: 0.062 — with neither side clearly dominant."
      },
      {
        "attacker": "John McGinn",
        "attacker_role": "CM",
        "attacker_market_value": 12600000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.552,
        "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": 0.448,
        "xg_contribution": 0.1809,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "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": 1.1,
            "defensive_success_rate": 0.552
          }
        ],
        "duel_analysis": "John McGinn (CM) is evenly matched against Casemiro in a direct 1v1 contest. Duel win probability: 45%.  Projected xG contribution: 0.181 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Rayan",
        "attacker_role": "LW",
        "attacker_market_value": 58000000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.848,
        "defenders": [
          "Grant Hanley"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.402,
        "duel_zone": "Left Wing vs Right Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.668,
        "xg_contribution": 0.1784,
        "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": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Grant Hanley",
            "role": "RB",
            "market_value": 195000,
            "tackles_attempted": 1.9,
            "tackles_won": 1.2,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.6,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.332
          }
        ],
        "duel_analysis": "Rayan (LW) has a clear attacking advantage against Grant Hanley in a direct 1v1 contest. Duel win probability: 67%. The quality gap is significant (€58M vs €0M avg). Projected xG contribution: 0.178 — 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": [
          "Andy Robertson"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.493,
        "duel_zone": "Right Wing vs Left Back — Flank Battle",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.679,
        "xg_contribution": 0.8,
        "shots_in_zone": 2.4,
        "dribbles_attempted": 4,
        "dribbles_successful": 2.4,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.1,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Andy Robertson",
            "role": "LB",
            "market_value": 7500000,
            "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": 0.321
          }
        ],
        "duel_analysis": "Matheus Cunha (RW) has a clear attacking advantage against Andy Robertson in a direct 1v1 contest. Duel win probability: 68%. The quality gap is significant (€79M vs €8M avg). Projected xG contribution: 0.800 — and projects to generate high-quality chances."
      },
      {
        "attacker": "Lucas Paquetá",
        "attacker_role": "CAM",
        "attacker_market_value": 36000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.758,
        "defenders": [
          "Lewis Ferguson"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.557,
        "duel_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.547,
        "xg_contribution": 0.1715,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.4,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Lewis Ferguson",
            "role": "CDM",
            "market_value": 13000000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.5,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.453
          }
        ],
        "duel_analysis": "Lucas Paquetá (CAM) is slightly favored against Lewis Ferguson in a direct 1v1 contest. Duel win probability: 55%. The quality gap is significant (€36M vs €13M avg). Projected xG contribution: 0.171 — creating consistent moderate threat."
      },
      {
        "attacker": "Vinícius Júnior",
        "attacker_role": "ST",
        "attacker_market_value": 146000000,
        "attacker_height": 176,
        "attacker_skill_quality": 0.899,
        "defenders": [
          "Jack Hendry",
          "Nathan Patterson"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.512,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.314,
        "xg_contribution": 0.2254,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 3,
        "aerial_won": 1.4,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.7,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "Jack Hendry",
            "role": "CB",
            "market_value": 2400000,
            "tackles_attempted": 1.0,
            "tackles_won": 0.9,
            "fouls_committed": 0.6,
            "interceptions_in_zone": 0.7,
            "clearances_in_zone": 0.6,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.686
          },
          {
            "player": "Nathan Patterson",
            "role": "CB",
            "market_value": 16300000,
            "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": 0.686
          }
        ],
        "duel_analysis": "Vinícius Júnior (ST) is heavily outmatched defensively against Jack Hendry and Nathan Patterson in a 2-defender block. Duel win probability: 31%. The quality gap is significant (€146M vs €9M avg). Projected xG contribution: 0.225 — with very limited chance creation expected."
      },
      {
        "attacker": "Casemiro",
        "attacker_role": "CDM",
        "attacker_market_value": 5500000,
        "attacker_height": 185,
        "attacker_skill_quality": 0.468,
        "defenders": [
          "John McGinn"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.552,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.402,
        "xg_contribution": 0.0371,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.7,
        "aerial_duels": 2,
        "aerial_won": 1.2,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.2,
        "pressing_intensity_on_attacker": "LOW",
        "defender_stats": [
          {
            "player": "John McGinn",
            "role": "CM",
            "market_value": 12600000,
            "tackles_attempted": 2.0,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 0.9,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.8,
            "defensive_success_rate": 0.598
          }
        ],
        "duel_analysis": "Casemiro (CDM) faces tough defensive resistance against John McGinn in a direct 1v1 contest. Duel win probability: 40%.  Projected xG contribution: 0.037 — and is restricted in space and time on the ball."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.642,
      "away_midfield_power": 0.762,
      "home_creative_power": 0.554,
      "away_creative_power": 0.796,
      "home_defensive_power": 0.549,
      "away_defensive_power": 0.755,
      "home_dominance_ratio": 0.457,
      "home_midfield_count": 5,
      "away_midfield_count": 4,
      "home_midfield_players": [
        "John McGinn",
        "Scott McTominay",
        "Lewis Ferguson",
        "Ryan Christie",
        "Ben Gannon-Doak"
      ],
      "away_midfield_players": [
        "Casemiro",
        "Bruno Guimarães",
        "Rayan",
        "Lucas Paquetá"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 48.3,
      "estimated_possession_away_pct": 51.7,
      "home_pressing_actions_per_90": 7.2,
      "away_pressing_actions_per_90": 8.4,
      "home_key_passes_projected": 4.8,
      "away_key_passes_projected": 6.3,
      "home_throughball_threat": 2.3,
      "away_throughball_threat": 3.0,
      "key_personal_duel": "Scott McTominay vs Bruno Guimarães",
      "midfield_lambda_factor_home": 0.98,
      "midfield_lambda_factor_away": 1.022
    },
    "formation_analysis": {
      "home_formation": "4-3-3",
      "away_formation": "4-2-3-1",
      "home_tactical_bonus": 0.03,
      "away_tactical_bonus": -0.01,
      "formation_verdict": "Tactical parity between 4-3-3 and 4-2-3-1. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 0.687,
    "away_lambda": 2.625,
    "home_top_threat_zones": [
      "Left Wing vs Right Back — Flank Battle",
      "Central Mid vs Defensive Mid — Pressing/Creation Duel"
    ],
    "away_top_threat_zones": [
      "Right Wing vs Left Back — Flank Battle",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "home_player_antagonists": {
      "Che Adams": {
        "opponents": [
          "Danilo"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Ben Gannon-Doak": {
        "opponents": [
          "Douglas Santos",
          "Rayan"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Ryan Christie": {
        "opponents": [
          "Gabriel Magalhães",
          "Marquinhos",
          "Lucas Paquetá"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Lewis Ferguson": {
        "opponents": [
          "Casemiro",
          "Lucas Paquetá"
        ],
        "primary_zone": "CDM vs CDM",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "John McGinn": {
        "opponents": [
          "Casemiro"
        ],
        "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Grant Hanley": {
        "opponents": [
          "Rayan"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Andy Robertson": {
        "opponents": [
          "Matheus Cunha"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Jack Hendry": {
        "opponents": [
          "Vinícius Júnior"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Nathan Patterson": {
        "opponents": [
          "Vinícius Júnior"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Scott McTominay": {
        "opponents": [
          "Bruno Guimarães"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Angus Gunn": {
        "opponents": [
          "Matheus Cunha",
          "Vinícius Júnior"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Danilo": {
        "opponents": [
          "Che Adams"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Douglas Santos": {
        "opponents": [
          "Ben Gannon-Doak"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "defensive_duel"
      },
      "Gabriel Magalhães": {
        "opponents": [
          "Ryan Christie"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Marquinhos": {
        "opponents": [
          "Ryan Christie"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Casemiro": {
        "opponents": [
          "Lewis Ferguson",
          "John McGinn"
        ],
        "primary_zone": "CDM vs CDM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Rayan": {
        "opponents": [
          "Grant Hanley",
          "Ben Gannon-Doak"
        ],
        "primary_zone": "Left Wing vs Right Back — Flank Battle",
        "source": "attacking_duel, midfield_pairing"
      },
      "Matheus Cunha": {
        "opponents": [
          "Andy Robertson"
        ],
        "primary_zone": "Right Wing vs Left Back — Flank Battle",
        "source": "attacking_duel"
      },
      "Lucas Paquetá": {
        "opponents": [
          "Lewis Ferguson",
          "Ryan Christie"
        ],
        "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel",
        "source": "attacking_duel, midfield_pairing"
      },
      "Vinícius Júnior": {
        "opponents": [
          "Jack Hendry",
          "Nathan Patterson"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Bruno Guimarães": {
        "opponents": [
          "Scott McTominay"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Alisson": {
        "opponents": [
          "Che Adams",
          "Scott McTominay"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Scott McTominay vs Bruno Guimarães will be the pivotal duel. Total antagonist xG — Home: 0.81, Away: 1.41. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: Right Wing vs Left Back — Flank Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.9459,
      "away_gk_opposition_factor": 1.0204,
      "home_set_piece_bonus": 0.153,
      "away_set_piece_bonus": 0.093,
      "home_defensive_solidity_vs": 0.9489,
      "away_defensive_solidity_vs": 0.9969,
      "home_midfield_factor": 0.98,
      "away_midfield_factor": 1.022,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.5338,
      "away_avg_quality": 0.7212,
      "avg_quality_gap": -0.1874,
      "squad_value_gap_log": -1.3885,
      "top5_value_gap_log": -1.4262,
      "attack_value_gap_log": -1.3865,
      "elite_count_gap": -5,
      "combined_quality_gap": -0.2955,
      "stronger_lambda_boost": 0.6502,
      "weaker_lambda_suppression": 0.4138,
      "home_bench_lambda_bonus": 0.0372,
      "away_bench_lambda_bonus": 0.0862,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": false,
      "pre_calibration_home_lambda": 0.6872,
      "pre_calibration_away_lambda": 2.6252,
      "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": 0.687,
      "final_away_lambda": 2.625
    }
  },
  "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": "2026-06-24T13:35:14Z"
}