{
  "schema": "AIONORA.OPERATIONS_AUDIT/1",
  "date": "2026-10-25",
  "research_period": true,
  "source_verification": {
    "pipeline": "4.22.2",
    "state": "COMPLETED",
    "observed_at_utc": "2026-10-25T06:51:24.944Z",
    "rows": 1372,
    "results": 772,
    "open": 600,
    "finished_datasets": 4,
    "forward_research_candidates": 38,
    "reference_market_joins": 9,
    "verified_greece_quotes": 0
  },
  "football_acquisition": {
    "last_run": "2026-10-25T06:51:24.900Z",
    "fixtures_collected": 1191,
    "sampled_games": 3,
    "form_feeds": 0,
    "injury_feeds": 3,
    "market_feeds": 3,
    "sports_not_connected": [
      "basketball",
      "tennis"
    ]
  },
  "core_history": {
    "initialized": false,
    "chatgpt_website_sync_verified": false,
    "latest_frozen_research_event_count": 7
  },
  "official_track_record": {
    "selections": 0,
    "settled": 0,
    "hit_rate": null,
    "average_odds": null,
    "roi": null,
    "units": null,
    "clv": null,
    "brier": null
  },
  "research_separate": {
    "date": "2026-10-24",
    "research_market_rows": 5,
    "positive": 4,
    "negative": 1,
    "research_doubler": "LOST",
    "illustrative_brier": 0.1667,
    "illustrative_log_loss": 0.5119,
    "status": "RETROSPECTIVE_NOT_CERTIFIED"
  },
  "validation": {
    "framework": [
      "Data/25",
      "Lineup/20",
      "Model/20",
      "Market/15",
      "Form/10",
      "Uncertainty/10"
    ],
    "ranked_evidence_scored_candidates": [
      {
        "event": "Liverpool – Brighton",
        "market": "Over 1.5",
        "max": [
          25,
          20,
          20,
          15,
          10,
          10
        ],
        "points": [
          19,
          13,
          11,
          10,
          6,
          7
        ],
        "score": 66,
        "p": 0.75,
        "ref": 1.17,
        "robust_ev": -0.1225
      },
      {
        "event": "Manchester United – Bournemouth",
        "market": "Over 1.5",
        "max": [
          25,
          20,
          20,
          15,
          10,
          10
        ],
        "points": [
          18,
          12,
          11,
          12,
          6,
          6
        ],
        "score": 65,
        "p": 0.7,
        "ref": 1.2,
        "robust_ev": -0.16
      },
      {
        "event": "Crystal Palace – Newcastle",
        "market": "Over 2.5",
        "max": [
          25,
          20,
          20,
          15,
          10,
          10
        ],
        "points": [
          18,
          11,
          11,
          10,
          6,
          6
        ],
        "score": 62,
        "p": 0.61,
        "ref": 1.63,
        "robust_ev": -0.0057
      }
    ],
    "certified_minimum": 70,
    "priority_minimum": 80,
    "model_oos_required": true,
    "missing_data_gets_zero_or_blocks": true
  },
  "optimization": {
    "module": "AIONORA 4.24",
    "local_tests_passed": 13,
    "local_tests_failed": 0,
    "deployed_server_optimizer_not_verified": true,
    "leg_counts": [
      2,
      3,
      4,
      5
    ],
    "objective": "maximize robust conservative joint event-success probability",
    "constraints": [
      "combined odds >=2.00",
      "independent event markets",
      "Greece-executable verified price >=1.15 each",
      "p_lower*combined odds-1 > 0",
      "independence and tail uncertainty validated",
      "all individual BET gates met"
    ],
    "best_available_research_scenario": {
      "legs": 2,
      "description": "Liverpool–Brighton Over2.5 x Palace–Newcastle Over2.5",
      "reference_combined_odds": 2.559,
      "conservative_joint_p": 0.329,
      "conservative_ev": -0.157,
      "certified": false,
      "assessment": "negative conservative EV, excluded"
    }
  },
  "market_family_scope": {
    "football": [
      "1X2",
      "Double Chance",
      "DNB",
      "BTTS",
      "Match Totals",
      "Team Totals",
      "Alt Totals",
      "Evidence-backed Props"
    ],
    "basketball": [
      "Moneyline",
      "Spreads",
      "Match Totals",
      "Team Totals",
      "Evidence-backed Props"
    ],
    "tennis": [
      "Match",
      "Set",
      "Game Handicaps",
      "Totals",
      "Evidence-backed Props"
    ],
    "excluded": [
      "Asian Handicap"
    ],
    "all_market_families_modelled_today": false
  },
  "history_update_note": "OpenFootball importer completed automatically; separately generated CORE owner snapshots not authenticated into core-history; certified Track Record remains accurately zero."
}