Gambling Addicts Club

Model performance

Certification is reported exactly as recorded. Failures are not softened.

Authority certification status

Every engine in the stack, with its recorded verdict.

  • Phase 2
    Feature & opponent adjustment

    Point-in-time feature receipts with a hard price firewall.

    Certified
  • Phase 3
    Team identity

    Deterministic identity receipts per game.

    Certified
  • Phase 4
    Quarterback intelligence

    Role, quality and pressure response.

    Certified
  • Phase 5
    Trench intelligence

    Offensive line and defensive front units.

    Certified
  • Phase 6
    Skill & personnel

    Usage concentration and replacement sensitivity.

    Certified
  • Phase 7
    Situation & environment

    Rest, travel, surface and weather context.

    Certified
  • Phase 8
    Matchup intelligence

    22 structural interaction axes.

    Certified
  • Phase 9
    Game script intelligence

    Scenario distribution over plausible game states.

    Certified
  • Phase 10
    Probability simulation V1

    Failed baseline superiority honesty. Closed and never used for pricing.

    Not certified
  • Phase 10.1
    Week-1 prior support authority

    Support-class discrimination unproven on the untouched holdout.

    Not certified
  • Phase 11
    Market & value intelligence

    Prospective only. Withholds whenever football support is insufficient.

    Certified