{
  "scope": "Local fully observed UCB selection arithmetic using hypothetical user supplied means not a media generation campaign forecast or full Co-Director execution",
  "sourceRevision": "e5f12b07a8fc39baadcb9e654f8a5e26faf059cd",
  "coefficient": 0,
  "stages": [
    {
      "stage": "creative_strategy",
      "totalPulls": 18,
      "selected": "informational",
      "arms": [
        {
          "name": "informational",
          "mean": 86,
          "pulls": 10,
          "bonus": 0,
          "ucb": 86
        },
        {
          "name": "transformational",
          "mean": 80,
          "pulls": 2,
          "bonus": 0,
          "ucb": 80
        },
        {
          "name": "comparative",
          "mean": 82,
          "pulls": 6,
          "bonus": 0,
          "ucb": 82
        }
      ]
    },
    {
      "stage": "narrative_mode",
      "totalPulls": 18,
      "selected": "analytical",
      "arms": [
        {
          "name": "analytical",
          "mean": 86,
          "pulls": 10,
          "bonus": 0,
          "ucb": 86
        },
        {
          "name": "vignette",
          "mean": 80,
          "pulls": 2,
          "bonus": 0,
          "ucb": 80
        },
        {
          "name": "narrative_drama",
          "mean": 82,
          "pulls": 6,
          "bonus": 0,
          "ucb": 82
        }
      ]
    },
    {
      "stage": "aesthetic_archetype",
      "totalPulls": 21,
      "selected": "clarity_energy",
      "arms": [
        {
          "name": "clarity_energy",
          "mean": 86,
          "pulls": 10,
          "bonus": 0,
          "ucb": 86
        },
        {
          "name": "cinematic_premium",
          "mean": 80,
          "pulls": 2,
          "bonus": 0,
          "ucb": 80
        },
        {
          "name": "minimalist_focus",
          "mean": 82,
          "pulls": 6,
          "bonus": 0,
          "ucb": 82
        },
        {
          "name": "kinetic_grit",
          "mean": 78,
          "pulls": 3,
          "bonus": 0,
          "ucb": 78
        }
      ]
    }
  ],
  "coldStart": "Not modeled every arm must have at least one observation",
  "scoreMeaning": "User supplied illustrative scores not an independent quality evaluation",
  "mediaGenerated": false
}