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        "unknown_without_recorded_red": 95
      },
      {
        "league": "SA",
        "season_year": 2019,
        "matches": 0,
        "reconciled_with_recorded_red": 0,
        "reconciled_without_recorded_red": 0,
        "unknown_with_recorded_red": 0,
        "unknown_without_recorded_red": 0
      },
      {
        "league": "SA",
        "season_year": 2020,
        "matches": 379,
        "reconciled_with_recorded_red": 58,
        "reconciled_without_recorded_red": 0,
        "unknown_with_recorded_red": 4,
        "unknown_without_recorded_red": 317
      },
      {
        "league": "SA",
        "season_year": 2021,
        "matches": 380,
        "reconciled_with_recorded_red": 73,
        "reconciled_without_recorded_red": 0,
        "unknown_with_recorded_red": 2,
        "unknown_without_recorded_red": 305
      },
      {
        "league": "SA",
        "season_year": 2022,
        "matches": 380,
        "reconciled_with_recorded_red": 52,
        "reconciled_without_recorded_red": 0,
        "unknown_with_recorded_red": 4,
        "unknown_without_recorded_red": 324
      },
      {
        "league": "SA",
        "season_year": 2023,
        "matches": 380,
        "reconciled_with_recorded_red": 53,
        "reconciled_without_recorded_red": 0,
        "unknown_with_recorded_red": 6,
        "unknown_without_recorded_red": 321
      },
      {
        "league": "SA",
        "season_year": 2024,
        "matches": 380,
        "reconciled_with_recorded_red": 63,
        "reconciled_without_recorded_red": 0,
        "unknown_with_recorded_red": 3,
        "unknown_without_recorded_red": 314
      },
      {
        "league": "SA",
        "season_year": 2025,
        "matches": 380,
        "reconciled_with_recorded_red": 51,
        "reconciled_without_recorded_red": 0,
        "unknown_with_recorded_red": 4,
        "unknown_without_recorded_red": 325
      }
    ]
  },
  "interpretation": "Explicit zero red-card totals are missing selectively. Reconciled card history is strongly selected by recorded dismissals and season. Do not use pooled strict-card subset to estimate effect of dismissals or imply representative 11-versus-11 comparison."
}