{
  "match_info": {
    "home_team": "Brentford",
    "away_team": "Sunderland",
    "tournament": "Premier League",
    "date": "20260905",
    "timezone": "America/New_York",
    "home_formation": "4-2-3-1",
    "away_formation": "3-5-2",
    "lineup_status": "projected_from_squad",
    "lineup_source": "/teams/get-squad",
    "lineup_confirmed": false,
    "lineup_confidence": 0.45
  },
  "prediction": {
    "most_likely_score": "1-1",
    "home_goals": 1,
    "away_goals": 1,
    "most_likely_score_probability": 0.1229,
    "match_resolution": "draw",
    "predicted_winner": null,
    "tiebreaker": {
      "applies": false,
      "method": "none",
      "regulation_draw_probability": 0.2583,
      "shootout_home_win_probability": null,
      "shootout_away_win_probability": null,
      "penalty_home_goals": null,
      "penalty_away_goals": null,
      "penalty_score": null,
      "penalty_winner": null,
      "penalty_winner_goals": null,
      "penalty_loser_goals": null,
      "penalty_result": null,
      "home_advance_probability": null,
      "away_advance_probability": null,
      "projected_winner": null,
      "projected_winner_probability": null,
      "final_score_after_penalties": null,
      "reason": "Tie-breaker not required for this match context."
    },
    "top_5_scorelines": [
      {
        "score": "1-1",
        "probability": 0.1229
      },
      {
        "score": "1-0",
        "probability": 0.1151
      },
      {
        "score": "2-1",
        "probability": 0.093
      },
      {
        "score": "2-0",
        "probability": 0.0886
      },
      {
        "score": "0-1",
        "probability": 0.0788
      }
    ],
    "scoreline_probabilities": {
      "0-0": 0.077,
      "0-1": 0.0788,
      "0-2": 0.0419,
      "0-3": 0.0147,
      "0-4": 0.0038,
      "0-5": 0.0008,
      "1-0": 0.1151,
      "1-1": 0.1229,
      "1-2": 0.064,
      "1-3": 0.0224,
      "1-4": 0.0059,
      "1-5": 0.0012,
      "2-0": 0.0886,
      "2-1": 0.093,
      "2-2": 0.0488,
      "2-3": 0.0171,
      "2-4": 0.0045,
      "2-5": 0.0009,
      "3-0": 0.0451,
      "3-1": 0.0474,
      "3-2": 0.0249,
      "3-3": 0.0087,
      "3-4": 0.0023,
      "4-0": 0.0172,
      "4-1": 0.0181,
      "4-2": 0.0095,
      "4-3": 0.0033,
      "4-4": 0.0009,
      "5-0": 0.0053,
      "5-1": 0.0055,
      "5-2": 0.0029,
      "5-3": 0.001,
      "6-0": 0.0013,
      "6-1": 0.0014,
      "6-2": 0.0007
    },
    "outcome": {
      "home_win": 0.4819,
      "draw": 0.2583,
      "away_win": 0.2597
    },
    "markets": {
      "over_2_5_goals": 0.4758,
      "under_2_5_goals": 0.5242,
      "btts_yes": 0.5099,
      "btts_no": 0.4901,
      "home_clean_sheet": 0.3499,
      "away_clean_sheet": 0.2172
    },
    "home_ratings": {
      "DR": 7.21,
      "MCR": 7.45,
      "ATR": 7.49,
      "GK": 7.32
    },
    "away_ratings": {
      "DR": 7.07,
      "MCR": 7.28,
      "ATR": 7.16,
      "GK": 7.36
    },
    "insights": {
      "summary": "Antagonist matchup analysis for Brentford vs Sunderland. Most likely scoreline: 1-1. Lambdas derived from 5 home and 5 away individual player duels.",
      "key_player": "Projected scorer(s): Dango Ouattara, Brian Brobbey",
      "tactical_analysis": "Tactical parity between 4-2-3-1 and 3-5-2. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Mamadou Sangare vs Habib Diarra will be the pivotal duel. Total antagonist xG — Home: 0.98, Away: 0.60. Home danger zone: Left Wing vs Right Wingback — Compact Flank. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle."
    },
    "confidence": 0.6,
    "home_lambda": 1.527,
    "away_lambda": 1.05
  },
  "pregame_baseline": {
    "fair_win_probability": {
      "home_win": 0.4819,
      "draw": 0.2583,
      "away_win": 0.2597
    },
    "favorite": "Brentford",
    "favorite_win_probability": 0.4819,
    "fair_spread": 0.477,
    "fair_total": 2.577,
    "prop_estimates": [
      {
        "market": "team_total_goals",
        "selection": "Brentford",
        "estimate": 1.527,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "team_total_goals",
        "selection": "Sunderland",
        "estimate": 1.05,
        "probability": null,
        "unit": "goals"
      },
      {
        "market": "over_2_5_goals",
        "selection": "yes",
        "estimate": 2.5,
        "probability": 0.4758,
        "unit": "probability"
      },
      {
        "market": "both_teams_to_score",
        "selection": "yes",
        "estimate": 1.0,
        "probability": 0.5099,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Brentford",
        "estimate": 1.0,
        "probability": 0.3499,
        "unit": "probability"
      },
      {
        "market": "clean_sheet",
        "selection": "Sunderland",
        "estimate": 1.0,
        "probability": 0.2172,
        "unit": "probability"
      },
      {
        "market": "anytime_goal",
        "selection": "Igor Thiago (Brentford)",
        "estimate": 0.2793,
        "probability": 0.2017,
        "unit": "xG"
      },
      {
        "market": "anytime_goal",
        "selection": "Wilson Isidor (Sunderland)",
        "estimate": 0.2625,
        "probability": 0.2084,
        "unit": "xG"
      },
      {
        "market": "assist",
        "selection": "Sepp van den Berg (Brentford)",
        "estimate": 0.2786,
        "probability": 0.0663,
        "unit": "xA"
      },
      {
        "market": "assist",
        "selection": "Enzo Le Fée (Sunderland)",
        "estimate": 0.1842,
        "probability": 0.2418,
        "unit": "xA"
      }
    ],
    "expected_pace": {
      "tempo": "high",
      "expected_total_goals": 2.577,
      "expected_total_shots": 29,
      "expected_total_passes": 741,
      "expected_pressing_actions_per_90": 16.1,
      "possession_home_pct": 50.8,
      "possession_away_pct": 49.2,
      "notes": "possession projects near even"
    },
    "expected_game_script": {
      "favorite": "Brentford",
      "favorite_win_probability": 0.4819,
      "script": "Brentford is the fair winner side, but the baseline remains narrow: fair spread +0.48 goals and fair total 2.58.",
      "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; Sunderland must keep the match inside one goal.",
      "late_game": "A Brentford lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live."
    },
    "key_matchup_thesis": "Brentford chance creation leans on Dango Ouattara against Chemsdine Talbi in Left Wing vs Right Wingback — Compact Flank; possession projects near even.",
    "expected_rotation_usage_behavior": [
      "Brentford: starters carry the main goal usage through Dango Ouattara; bench watchlist: Antoni Milambo, Fabio Carvalho, Gustavo Nunes.",
      "Sunderland: starters carry the main goal usage through Brian Brobbey; bench watchlist: Simon Adingra, Eliezer Mayenda, Romaine Mundle.",
      "Assist usage should flow through Mikkel Damsgaard, Enzo Le Fée; late lineup changes should re-score these allocations."
    ],
    "pregame_play_by_play": [
      "0-15: Brentford 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 1.29 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 Sunderland is chasing, transition and set-piece volume become the primary live deviation signal; a draw state keeps set pieces and transition chances live."
    ],
    "invalidation_triggers": [
      "Early red card, injury, or goalkeeper change for Brentford.",
      "Sunderland 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": {
    "Brentford": {
      "formation": "4-2-3-1",
      "players": {
        "Caoimhin Kelleher": {
          "player_id": 827362,
          "position": "G",
          "position_depth": "G",
          "is_starter": true,
          "shirt_number": 1,
          "height": 188,
          "market_value": 25000000,
          "stats": {
            "saves": 3,
            "goals_prevented": 0.0,
            "rating": 7.3171,
            "minutes": 95,
            "total_pass": 37,
            "accurate_pass": 22,
            "total_long_balls": 19,
            "accurate_long_balls": 5,
            "touches": 52,
            "clearances": 2,
            "ball_recovery": 13,
            "high_claims": 2,
            "punches": 2.1064,
            "aerial_won": 1,
            "sweeper_actions": 1,
            "sweeper_accurate": 1,
            "saves_inside_box": 5,
            "possession_lost": 14.039,
            "duels_won": 1,
            "duels_lost": 1,
            "total_contest": 0,
            "won_contest": 0,
            "fouls": 1,
            "fouls_drawn": 0,
            "total_own_half_passes": 21,
            "accurate_own_half_passes": 19,
            "expected_saves": 1.26,
            "high_pressure_saves": 0.48,
            "shots_faced": 2.7,
            "opponent_faced": "Brian Brobbey, Enzo Le Fée",
            "matchup_zone": "Goalkeeper shot-stopping context",
            "antagonist_source": "formation_fallback",
            "goals": 0,
            "projected_goals": 0,
            "goal_probability": 0.0,
            "assists": 0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "expected_goals": 0.0,
            "expected_assists": 0.0,
            "fifa_overall": 79.0
          },
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              "status_type": "finished",
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              "source": "depth_chart.csv"
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              "match_id": 14023962,
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              "team_side": "away",
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              "team": "Brentford",
              "opponent": "Liverpool FC",
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              "league_name": "Premier League",
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            {
              "match_id": 14023953,
              "match_date": "2026-05-17",
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              "away_team": "Crystal Palace",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brentford",
              "opponent": "Crystal Palace",
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              },
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              "team": "Brentford",
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              },
              "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"
            }
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            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
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            "sofascore_appearances": 7.0,
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            "fifa_overall": 79.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 10,
            "squad_role": "starter",
            "projected_match_rating": 7.3171,
            "source_file": "data/player_rankings.csv",
            "player_name": "Caoimhin Kelleher",
            "ranking_neighbors": {
              "upper": [
                {
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                  "player_name": "Ferran Jutglà",
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                },
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                  "player_name": "Samuel Klein",
                  "ranking": 14619
                },
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                  "player_name": "Nelson Da Silva",
                  "ranking": 14620
                },
                {
                  "player_name": "Han-been Yang",
                  "ranking": 14621
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              ]
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          },
          "data_sources": [
            "match_history",
            "market_value"
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          "data_confidence": 0.438,
          "history_matches": 3
        },
        "Michael Kayode": {
          "player_id": 1137431,
          "position": "D",
          "position_depth": "D",
          "is_starter": true,
          "shirt_number": 33,
          "height": 179,
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            "tackles": 2,
            "tackles_won": 1,
            "clearances": 2,
            "aerial_won": 1,
            "rating": 7.2614,
            "minutes": 95,
            "total_pass": 27,
            "accurate_pass": 23,
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            "total_opp_half_passes": 12,
            "accurate_opp_half_passes": 9,
            "crosses_total": 3,
            "crosses_accurate": 0,
            "touches": 51,
            "possession_lost": 14.7996,
            "dispossessed": 1.0826,
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            "aerial_lost": 1,
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            "won_contest": 3,
            "ball_recovery": 4,
            "challenges_lost": 5,
            "fouls": 2,
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            "blocks": 2,
            "goal_rate": 0.0,
            "goals": 0,
            "assists": 0,
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            "expected_assists": 0.0325,
            "total_shots": 0,
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            "defensive_success_rate": 0.668,
            "opponent_faced": "Chemsdine Talbi",
            "pressing_zone": "Right Wingback vs Left Back — Overlapping Run",
            "matchup_zone": "Right Wingback vs Left Back — Overlapping Run",
            "antagonist_source": "defensive_duel",
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          },
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              "team_side": "away",
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              "team": "Brentford",
              "opponent": "Liverpool FC",
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              },
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              "league_slug": "premier-league",
              "league_country": "England",
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            {
              "match_id": 14023953,
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              "home_team": "Brentford",
              "away_team": "Crystal Palace",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "Brentford",
              "opponent": "Crystal Palace",
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              },
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              "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": 14023946,
              "match_date": "2026-05-09",
              "home_team": "Manchester City",
              "away_team": "Brentford",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "Brentford",
              "opponent": "Manchester City",
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                "rating": 6.1,
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              },
              "has_player_stats": true,
              "league_name": "Premier League",
              "league_id": "17",
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              "league_country": "England",
              "season_id": "76986",
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              "has_player_stats": true,
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              "league_slug": "premier-league",
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              ]
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          "data_confidence": 0.312,
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        "Romaine Mundle": {
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            "rating": 6.9,
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            "xgot": 0.0536,
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            "bench_expected_minutes": 25.53,
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            "fifa_overall": 71.0
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            "squad_role": "substitute",
            "projected_match_rating": 6.9,
            "source_file": "data/player_rankings.csv",
            "player_name": "Romaine Mundle",
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              ]
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          },
          "data_sources": [
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          "data_confidence": 0.25,
          "history_matches": 0
        },
        "Simon Adingra": {
          "player_id": 1110842,
          "position": "M",
          "position_depth": "M_BENCH",
          "is_starter": false,
          "shirt_number": 24,
          "height": 175,
          "market_value": 23000000,
          "stats": {
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            "expected_assists": 0.0147,
            "assists": 0,
            "expected_goals": 0.0153,
            "rating": 6.8546,
            "minutes": 23,
            "total_pass": 7,
            "accurate_pass": 5,
            "ball_recovery": 1,
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            "total_shots": 1,
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            "total_own_half_passes": 2,
            "accurate_own_half_passes": 2,
            "total_opp_half_passes": 5,
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            "crosses_total": 0,
            "crosses_accurate": 0,
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            "possession_lost": 3.8578,
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            "tackles_won": 1,
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            "total_contest": 1,
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            "fouls_drawn": 0,
            "goal_rate": 0.0,
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            "big_chances_created": 0,
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            "xgot": 0.0559,
            "ball_carries": 4,
            "total_progression": 16,
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            "bench_appearance_probability": 0.539,
            "bench_expected_minutes": 22.85,
            "projected_substitution_order": 3,
            "substitution_rule_cap": 5,
            "projected_team_substitution_count": 3,
            "projected_substitution_expected_count": 2.563,
            "projected_substitution_game_state_adjustment": 0,
            "substitution_usage": "projected_used_substitute",
            "projected_goals": 0,
            "goal_probability": 0.0,
            "projected_assists": 0,
            "assist_probability": 0.0,
            "fifa_overall": 76.0
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              "away_team": "Côte d'Ivoire",
              "team_side": "away",
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              "team": "Côte d'Ivoire",
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                "expected_assists": 0.0128,
                "total_shots": 0,
                "total_pass": 9,
                "accurate_pass": 8,
                "key_pass": 1,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "FIFA World Cup",
              "league_id": "16",
              "league_slug": "world-championship",
              "league_country": "World",
              "season_id": "58210",
              "season_name": "World Cup 2026",
              "season_year": "2026"
            },
            {
              "match_id": 14061905,
              "match_date": "2026-05-17",
              "home_team": "RC Strasbourg",
              "away_team": "AS Monaco",
              "team_side": "away",
              "is_starting_11": 1,
              "team": "AS Monaco",
              "opponent": "RC Strasbourg",
              "stats": {
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                "rating": 6.1,
                "assists": 1,
                "expected_goals": 0.0863,
                "expected_assists": 0.0576,
                "total_shots": 2,
                "shots_on_target": 1,
                "total_pass": 35,
                "accurate_pass": 27,
                "key_pass": 1,
                "duels_won": 1,
                "ball_recovery": 2
              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
              "league_id": "34",
              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
            },
            {
              "match_id": 14064521,
              "match_date": "2026-05-10",
              "home_team": "AS Monaco",
              "away_team": "Lille",
              "team_side": "home",
              "is_starting_11": 1,
              "team": "AS Monaco",
              "opponent": "Lille",
              "stats": {
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                "rating": 6.4,
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                "expected_goals": 0.0683,
                "expected_assists": 0.0151,
                "total_shots": 2,
                "shots_off_target": 2,
                "total_pass": 18,
                "accurate_pass": 13,
                "tackles": 2,
                "tackles_won": 2,
                "interceptions": 1,
                "duels_won": 2,
                "ball_recovery": 4
              },
              "has_player_stats": true,
              "league_name": "Ligue 1",
              "league_id": "34",
              "league_slug": "ligue-1",
              "league_country": "France",
              "season_id": "77356",
              "season_name": "Ligue 1 25/26",
              "season_year": "25/26"
            }
          ],
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            "combined_rank_score": 1431.5,
            "ranking_source": "sofascore_plus_fifa_csv",
            "ranking_status": "combined",
            "sofascore_rank": 1014.0,
            "sofascore_rating": 6.5077,
            "sofascore_appearances": 14.0,
            "fifa_rank": 1849.0,
            "fifa_overall": 76.0,
            "fifa_source": "EA SPORTS FC official ratings",
            "match_squad_rank": 8,
            "squad_role": "substitute",
            "projected_match_rating": 6.8546,
            "source_file": "data/player_rankings.csv",
            "player_name": "Simon Adingra",
            "ranking_neighbors": {
              "upper": [
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                  "ranking": 17625
                },
                {
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                  "ranking": 17626
                },
                {
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                  "ranking": 17627
                },
                {
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                  "ranking": 17628
                },
                {
                  "player_name": "Myrto Uzuni",
                  "ranking": 17629
                }
              ],
              "lower": [
                {
                  "player_name": "Jack Hendry",
                  "ranking": 17631
                },
                {
                  "player_name": "Carlos Álvarez",
                  "ranking": 17632
                },
                {
                  "player_name": "Daniel Fernandes",
                  "ranking": 17633
                },
                {
                  "player_name": "Veljko Birmančević",
                  "ranking": 17634
                },
                {
                  "player_name": "Esteban Lepaul",
                  "ranking": 17635
                }
              ]
            }
          },
          "data_sources": [
            "match_history",
            "market_value"
          ],
          "data_confidence": 0.375,
          "history_matches": 2
        }
      },
      "team_totals": {
        "projected_goals": 1,
        "expected_goals": 1.05,
        "expected_assists": 0.96,
        "total_shots": 15,
        "shots_on_target": 6,
        "total_passes": 339,
        "interceptions": 10,
        "tackles": 17,
        "avg_rating": 7.21,
        "possession_estimated_pct": 49.2,
        "pressing_actions_per_90": 7.7
      }
    }
  },
  "antagonist_report": {
    "home_attacking_duels": [
      {
        "attacker": "Dango Ouattara",
        "attacker_role": "LW",
        "attacker_market_value": 36000000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.758,
        "defenders": [
          "Chemsdine Talbi"
        ],
        "defender_roles": [
          "RWB"
        ],
        "def_skill_quality_avg": 0.66,
        "duel_zone": "Left Wing vs Right Wingback — Compact Flank",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.492,
        "xg_contribution": 0.2818,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.7,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Chemsdine Talbi",
            "role": "RWB",
            "market_value": 23000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.7,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.508
          }
        ],
        "duel_analysis": "Dango Ouattara (LW) is evenly matched against Chemsdine Talbi in a direct 1v1 contest. Duel win probability: 49%.  Projected xG contribution: 0.282 — with neither side clearly dominant."
      },
      {
        "attacker": "Mikkel Damsgaard",
        "attacker_role": "RW",
        "attacker_market_value": 29000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.71,
        "defenders": [
          "Chris Rigg"
        ],
        "defender_roles": [
          "LWB"
        ],
        "def_skill_quality_avg": 0.669,
        "duel_zone": "Right Wing vs Left Wingback — Compact Flank",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.471,
        "xg_contribution": 0.1417,
        "shots_in_zone": 1.9,
        "dribbles_attempted": 4,
        "dribbles_successful": 1.7,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 2.4,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Chris Rigg",
            "role": "LWB",
            "market_value": 24000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.8,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.529
          }
        ],
        "duel_analysis": "Mikkel Damsgaard (RW) is evenly matched against Chris Rigg in a direct 1v1 contest. Duel win probability: 47%.  Projected xG contribution: 0.142 — with neither side clearly dominant."
      },
      {
        "attacker": "Kevin Schade",
        "attacker_role": "CAM",
        "attacker_market_value": 36000000,
        "attacker_height": 183,
        "attacker_skill_quality": 0.758,
        "defenders": [
          "Noah Sadiki",
          "Enzo Le Fée"
        ],
        "defender_roles": [
          "CM",
          "CDM"
        ],
        "def_skill_quality_avg": 0.725,
        "duel_zone": "CAM vs CM + CDM",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.355,
        "xg_contribution": 0.1693,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 3,
        "dribbles_successful": 0.9,
        "aerial_duels": 2,
        "aerial_won": 1.1,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.5,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Noah Sadiki",
            "role": "CM",
            "market_value": 37000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.645
          },
          {
            "player": "Enzo Le Fée",
            "role": "CDM",
            "market_value": 26000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.4,
            "defensive_success_rate": 0.645
          }
        ],
        "duel_analysis": "Kevin Schade (CAM) faces tough defensive resistance against Noah Sadiki and Enzo Le Fée in a 2-defender block. Duel win probability: 35%.  Projected xG contribution: 0.169 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Igor Thiago",
        "attacker_role": "ST",
        "attacker_market_value": 68000000,
        "attacker_height": 191,
        "attacker_skill_quality": 0.868,
        "defenders": [
          "Daniel Ballard",
          "Trai Hume"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.641,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.332,
        "xg_contribution": 0.2813,
        "shots_in_zone": 2.6,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 3,
        "aerial_won": 2.0,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.6,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Daniel Ballard",
            "role": "CB",
            "market_value": 22000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.668
          },
          {
            "player": "Trai Hume",
            "role": "CB",
            "market_value": 20000000,
            "tackles_attempted": 1.0,
            "tackles_won": 1.0,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.0,
            "clearances_in_zone": 0.9,
            "aerial_duels_won": 0.5,
            "defensive_success_rate": 0.668
          }
        ],
        "duel_analysis": "Igor Thiago (ST) faces tough defensive resistance against Daniel Ballard and Trai Hume in a 2-defender block. Duel win probability: 33%. The quality gap is significant (€68M vs €21M avg). Projected xG contribution: 0.281 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Mamadou Sangare",
        "attacker_role": "CDM",
        "attacker_market_value": 39000000,
        "attacker_height": 181,
        "attacker_skill_quality": 0.775,
        "defenders": [
          "Noah Sadiki"
        ],
        "defender_roles": [
          "CM"
        ],
        "def_skill_quality_avg": 0.764,
        "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.437,
        "xg_contribution": 0.101,
        "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": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Noah Sadiki",
            "role": "CM",
            "market_value": 37000000,
            "tackles_attempted": 2.2,
            "tackles_won": 1.9,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 0.9,
            "defensive_success_rate": 0.563
          }
        ],
        "duel_analysis": "Mamadou Sangare (CDM) is evenly matched against Noah Sadiki in a direct 1v1 contest. Duel win probability: 44%.  Projected xG contribution: 0.101 — with neither side clearly dominant."
      }
    ],
    "away_attacking_duels": [
      {
        "attacker": "Brian Brobbey",
        "attacker_role": "ST",
        "attacker_market_value": 42000000,
        "attacker_height": 180,
        "attacker_skill_quality": 0.791,
        "defenders": [
          "Sepp van den Berg",
          "Nathan Collins"
        ],
        "defender_roles": [
          "CB",
          "CB"
        ],
        "def_skill_quality_avg": 0.724,
        "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "numerical_situation": "1v2",
        "duel_win_rate": 0.18,
        "xg_contribution": 0.264,
        "shots_in_zone": 2.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.3,
        "aerial_duels": 3,
        "aerial_won": 1.6,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.8,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Sepp van den Berg",
            "role": "CB",
            "market_value": 33000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          },
          {
            "player": "Nathan Collins",
            "role": "CB",
            "market_value": 29000000,
            "tackles_attempted": 1.1,
            "tackles_won": 1.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 1.0,
            "aerial_duels_won": 0.7,
            "defensive_success_rate": 0.82
          }
        ],
        "duel_analysis": "Brian Brobbey (ST) is heavily outmatched defensively against Sepp van den Berg and Nathan Collins in a 2-defender block. Duel win probability: 18%.  Projected xG contribution: 0.264 — with very limited chance creation expected."
      },
      {
        "attacker": "Chris Rigg",
        "attacker_role": "LWB",
        "attacker_market_value": 24000000,
        "attacker_height": 177,
        "attacker_skill_quality": 0.669,
        "defenders": [
          "Keane Lewis-Potter"
        ],
        "defender_roles": [
          "RB"
        ],
        "def_skill_quality_avg": 0.669,
        "duel_zone": "Left Wingback vs Right Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.428,
        "xg_contribution": 0.0726,
        "shots_in_zone": 1.0,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.8,
        "aerial_duels": 2,
        "aerial_won": 1.0,
        "crosses_in_zone": 2.7,
        "fouls_drawn": 1.3,
        "pressing_intensity_on_attacker": "MEDIUM",
        "defender_stats": [
          {
            "player": "Keane Lewis-Potter",
            "role": "RB",
            "market_value": 24000000,
            "tackles_attempted": 2.1,
            "tackles_won": 1.9,
            "fouls_committed": 0.5,
            "interceptions_in_zone": 1.1,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.0,
            "defensive_success_rate": 0.572
          }
        ],
        "duel_analysis": "Chris Rigg (LWB) is evenly matched against Keane Lewis-Potter in a direct 1v1 contest. Duel win probability: 43%.  Projected xG contribution: 0.073 — with neither side clearly dominant."
      },
      {
        "attacker": "Chemsdine Talbi",
        "attacker_role": "RWB",
        "attacker_market_value": 23000000,
        "attacker_height": 175,
        "attacker_skill_quality": 0.66,
        "defenders": [
          "Michael Kayode"
        ],
        "defender_roles": [
          "LB"
        ],
        "def_skill_quality_avg": 0.775,
        "duel_zone": "Right Wingback vs Left Back — Overlapping Run",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.332,
        "xg_contribution": 0.0629,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 2.6,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Michael Kayode",
            "role": "LB",
            "market_value": 39000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.2,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.668
          }
        ],
        "duel_analysis": "Chemsdine Talbi (RWB) faces tough defensive resistance against Michael Kayode in a direct 1v1 contest. Duel win probability: 33%. The quality gap is significant (€23M vs €39M avg). Projected xG contribution: 0.063 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Noah Sadiki",
        "attacker_role": "CM",
        "attacker_market_value": 37000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.764,
        "defenders": [
          "Mamadou Sangare"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.775,
        "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.413,
        "xg_contribution": 0.0579,
        "shots_in_zone": 1.6,
        "dribbles_attempted": 3,
        "dribbles_successful": 1.1,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Mamadou Sangare",
            "role": "CDM",
            "market_value": 39000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.0,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.587
          }
        ],
        "duel_analysis": "Noah Sadiki (CM) faces tough defensive resistance against Mamadou Sangare in a direct 1v1 contest. Duel win probability: 41%.  Projected xG contribution: 0.058 — and is restricted in space and time on the ball."
      },
      {
        "attacker": "Enzo Le Fée",
        "attacker_role": "CDM",
        "attacker_market_value": 26000000,
        "attacker_height": 173,
        "attacker_skill_quality": 0.686,
        "defenders": [
          "Mamadou Sangare"
        ],
        "defender_roles": [
          "CDM"
        ],
        "def_skill_quality_avg": 0.775,
        "duel_zone": "CDM vs CDM",
        "numerical_situation": "1v1",
        "duel_win_rate": 0.348,
        "xg_contribution": 0.1417,
        "shots_in_zone": 0.9,
        "dribbles_attempted": 2,
        "dribbles_successful": 0.6,
        "aerial_duels": 2,
        "aerial_won": 0.9,
        "crosses_in_zone": 0.0,
        "fouls_drawn": 1.4,
        "pressing_intensity_on_attacker": "HIGH",
        "defender_stats": [
          {
            "player": "Mamadou Sangare",
            "role": "CDM",
            "market_value": 39000000,
            "tackles_attempted": 2.2,
            "tackles_won": 2.1,
            "fouls_committed": 0.4,
            "interceptions_in_zone": 1.2,
            "clearances_in_zone": 0.5,
            "aerial_duels_won": 1.1,
            "defensive_success_rate": 0.652
          }
        ],
        "duel_analysis": "Enzo Le Fée (CDM) faces tough defensive resistance against Mamadou Sangare in a direct 1v1 contest. Duel win probability: 35%.  Projected xG contribution: 0.142 — and is restricted in space and time on the ball."
      }
    ],
    "midfield_battle": {
      "home_midfield_power": 0.794,
      "away_midfield_power": 0.758,
      "home_creative_power": 0.702,
      "away_creative_power": 0.729,
      "home_defensive_power": 0.751,
      "away_defensive_power": 0.609,
      "home_dominance_ratio": 0.511,
      "home_midfield_count": 5,
      "away_midfield_count": 5,
      "home_midfield_players": [
        "Mamadou Sangare",
        "Kevin Schade",
        "Dango Ouattara",
        "Yehor Yarmoliuk",
        "Mikkel Damsgaard"
      ],
      "away_midfield_players": [
        "Habib Diarra",
        "Noah Sadiki",
        "Enzo Le Fée",
        "Chris Rigg",
        "Chemsdine Talbi"
      ],
      "possession_advantage": "neutral",
      "estimated_possession_home_pct": 50.8,
      "estimated_possession_away_pct": 49.2,
      "home_pressing_actions_per_90": 8.4,
      "away_pressing_actions_per_90": 7.7,
      "home_key_passes_projected": 5.7,
      "away_key_passes_projected": 5.9,
      "home_throughball_threat": 2.7,
      "away_throughball_threat": 2.8,
      "key_personal_duel": "Mamadou Sangare vs Habib Diarra",
      "midfield_lambda_factor_home": 1.007,
      "midfield_lambda_factor_away": 0.996
    },
    "formation_analysis": {
      "home_formation": "4-2-3-1",
      "away_formation": "3-5-2",
      "home_tactical_bonus": 0.06,
      "away_tactical_bonus": -0.06,
      "formation_verdict": "Tactical parity between 4-2-3-1 and 3-5-2. Match outcome driven primarily by individual player quality."
    },
    "home_lambda": 1.527,
    "away_lambda": 1.05,
    "home_top_threat_zones": [
      "Left Wing vs Right Wingback — Compact Flank",
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle"
    ],
    "away_top_threat_zones": [
      "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
      "CDM vs CDM"
    ],
    "home_player_antagonists": {
      "Dango Ouattara": {
        "opponents": [
          "Chemsdine Talbi",
          "Chris Rigg"
        ],
        "primary_zone": "Left Wing vs Right Wingback — Compact Flank",
        "source": "attacking_duel, midfield_pairing"
      },
      "Mikkel Damsgaard": {
        "opponents": [
          "Chris Rigg",
          "Chemsdine Talbi"
        ],
        "primary_zone": "Right Wing vs Left Wingback — Compact Flank",
        "source": "attacking_duel, midfield_pairing"
      },
      "Kevin Schade": {
        "opponents": [
          "Noah Sadiki",
          "Enzo Le Fée"
        ],
        "primary_zone": "CAM vs CM + CDM",
        "source": "attacking_duel, midfield_pairing"
      },
      "Igor Thiago": {
        "opponents": [
          "Daniel Ballard",
          "Trai Hume"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Mamadou Sangare": {
        "opponents": [
          "Noah Sadiki",
          "Enzo Le Fée"
        ],
        "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel",
        "source": "attacking_duel, defensive_duel, midfield_pairing"
      },
      "Sepp van den Berg": {
        "opponents": [
          "Brian Brobbey"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Nathan Collins": {
        "opponents": [
          "Brian Brobbey"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Keane Lewis-Potter": {
        "opponents": [
          "Chris Rigg"
        ],
        "primary_zone": "Left Wingback vs Right Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "Michael Kayode": {
        "opponents": [
          "Chemsdine Talbi"
        ],
        "primary_zone": "Right Wingback vs Left Back — Overlapping Run",
        "source": "defensive_duel"
      },
      "Yehor Yarmoliuk": {
        "opponents": [
          "Habib Diarra"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Caoimhin Kelleher": {
        "opponents": [
          "Wilson Isidor",
          "Brian Brobbey"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "away_player_antagonists": {
      "Chemsdine Talbi": {
        "opponents": [
          "Dango Ouattara",
          "Michael Kayode",
          "Mikkel Damsgaard"
        ],
        "primary_zone": "Left Wing vs Right Wingback — Compact Flank",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Chris Rigg": {
        "opponents": [
          "Mikkel Damsgaard",
          "Keane Lewis-Potter",
          "Dango Ouattara"
        ],
        "primary_zone": "Right Wing vs Left Wingback — Compact Flank",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Noah Sadiki": {
        "opponents": [
          "Kevin Schade",
          "Mamadou Sangare"
        ],
        "primary_zone": "CAM vs CM + CDM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Enzo Le Fée": {
        "opponents": [
          "Kevin Schade",
          "Mamadou Sangare"
        ],
        "primary_zone": "CAM vs CM + CDM",
        "source": "defensive_duel, attacking_duel, midfield_pairing"
      },
      "Daniel Ballard": {
        "opponents": [
          "Igor Thiago"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Trai Hume": {
        "opponents": [
          "Igor Thiago"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "defensive_duel"
      },
      "Brian Brobbey": {
        "opponents": [
          "Sepp van den Berg",
          "Nathan Collins"
        ],
        "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle",
        "source": "attacking_duel"
      },
      "Habib Diarra": {
        "opponents": [
          "Yehor Yarmoliuk"
        ],
        "primary_zone": "Midfield lane",
        "source": "midfield_pairing"
      },
      "Robin Roefs": {
        "opponents": [
          "Igor Thiago",
          "Yehor Yarmoliuk"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Nordi Mukiele": {
        "opponents": [
          "Igor Thiago"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      },
      "Wilson Isidor": {
        "opponents": [
          "Michael Kayode",
          "Sepp van den Berg"
        ],
        "primary_zone": "Shape fallback",
        "source": "formation_fallback"
      }
    },
    "key_tactical_insight": "Midfield is evenly contested — Mamadou Sangare vs Habib Diarra will be the pivotal duel. Total antagonist xG — Home: 0.98, Away: 0.60. Home danger zone: Left Wing vs Right Wingback — Compact Flank. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.",
    "lambda_factors": {
      "home_gk_opposition_factor": 0.8989,
      "away_gk_opposition_factor": 0.9123,
      "home_set_piece_bonus": 0.18,
      "away_set_piece_bonus": 0.0756,
      "home_defensive_solidity_vs": 0.9467,
      "away_defensive_solidity_vs": 0.9026,
      "home_midfield_factor": 1.007,
      "away_midfield_factor": 0.996,
      "stage_discount": 1.0,
      "quality_gap_applied": true,
      "home_avg_quality": 0.748,
      "away_avg_quality": 0.6812,
      "avg_quality_gap": 0.0668,
      "squad_value_gap_log": 0.3059,
      "top5_value_gap_log": 0.2589,
      "attack_value_gap_log": 0.1312,
      "elite_count_gap": 0,
      "combined_quality_gap": 0.0973,
      "stronger_lambda_boost": 0.0535,
      "weaker_lambda_suppression": 0.0311,
      "home_bench_lambda_bonus": 0.1339,
      "away_bench_lambda_bonus": 0.0869,
      "home_bench_players_modelled": 7,
      "away_bench_players_modelled": 7,
      "mismatch_score_pressure_applied": false,
      "competitive_underdog_floor_applied": true,
      "competitive_underdog_floor": 1.05,
      "pre_competitive_floor_home_lambda": 1.527,
      "pre_competitive_floor_away_lambda": 0.767,
      "pre_calibration_home_lambda": 1.5269,
      "pre_calibration_away_lambda": 0.7669,
      "competition_calibration_applied": false,
      "competition_calibration_reason": "no_sofascore_matches_data",
      "competition_calibration_samples": 0,
      "competition_observed_total_goals": 0.0,
      "competition_calibration_scale": 1.0,
      "neutral_share_preserved": false,
      "final_home_lambda": 1.527,
      "final_away_lambda": 1.05
    }
  },
  "home_standing": {
    "available": true,
    "team_position": 4,
    "opponent_position": 19,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "away_standing": {
    "available": true,
    "team_position": 19,
    "opponent_position": 4,
    "standing_lambda_multiplier": 1.0,
    "attack_index": 1.0,
    "defense_concede_index": 1.0,
    "form_multiplier": 1.0,
    "team_attack_rate_contextual": 0.0,
    "opp_defense_rate_contextual": 0.0,
    "team_ppg": 0.0,
    "opponent_ppg": 0.0
  },
  "timestamp": "2026-09-05T13:30:47Z"
}