{
  "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": 50,
  "stages": [
    {
      "stage": "creative_strategy",
      "totalPulls": 18,
      "selected": "transformational",
      "arms": [
        {
          "name": "informational",
          "mean": 86,
          "pulls": 10,
          "bonus": 26.88108888185226,
          "ucb": 112.88108888185226
        },
        {
          "name": "transformational",
          "mean": 80,
          "pulls": 2,
          "bonus": 60.107942049035465,
          "ucb": 140.10794204903547
        },
        {
          "name": "comparative",
          "mean": 82,
          "pulls": 6,
          "bonus": 34.70333652244505,
          "ucb": 116.70333652244506
        }
      ]
    },
    {
      "stage": "narrative_mode",
      "totalPulls": 18,
      "selected": "vignette",
      "arms": [
        {
          "name": "analytical",
          "mean": 86,
          "pulls": 10,
          "bonus": 26.88108888185226,
          "ucb": 112.88108888185226
        },
        {
          "name": "vignette",
          "mean": 80,
          "pulls": 2,
          "bonus": 60.107942049035465,
          "ucb": 140.10794204903547
        },
        {
          "name": "narrative_drama",
          "mean": 82,
          "pulls": 6,
          "bonus": 34.70333652244505,
          "ucb": 116.70333652244506
        }
      ]
    },
    {
      "stage": "aesthetic_archetype",
      "totalPulls": 21,
      "selected": "cinematic_premium",
      "arms": [
        {
          "name": "clarity_energy",
          "mean": 86,
          "pulls": 10,
          "bonus": 27.588595640787076,
          "ucb": 113.58859564078708
        },
        {
          "name": "cinematic_premium",
          "mean": 80,
          "pulls": 2,
          "bonus": 61.68997525655428,
          "ucb": 141.68997525655428
        },
        {
          "name": "minimalist_focus",
          "mean": 82,
          "pulls": 6,
          "bonus": 35.616723820672966,
          "ucb": 117.61672382067297
        },
        {
          "name": "kinetic_grit",
          "mean": 78,
          "pulls": 3,
          "bonus": 50.369653874492585,
          "ucb": 128.3696538744926
        }
      ]
    }
  ],
  "coldStart": "Not modeled every arm must have at least one observation",
  "scoreMeaning": "User supplied illustrative scores not an independent quality evaluation",
  "mediaGenerated": false
}