{
  "config_example": {
    "contexts": [
      "context_a",
      "context_b"
    ],
    "decay": 0.025,
    "exploration": 0.16,
    "learning_rate": 0.22,
    "max_update": 0.16,
    "roles": [
      {
        "actions": [
          "choice_a",
          "choice_b"
        ],
        "id": "agent"
      }
    ],
    "seed": 1,
    "temperature": 0.3
  },
  "encounters_per_policy": 600,
  "environment": "Two alternating contexts; preferred action succeeds with probability 0.8, other action 0.2. Reward is +1/-1. Counterplay reverses rewards at encounter 300. Learners receive only the observed reward.",
  "kind": "controlled-contextual-bandit-experiment",
  "scenarios": [
    {
      "scenario": "stationary",
      "windows": [
        {
          "adaptive_success_rate": 0.7137499999999999,
          "baseline_success_rate": 0.49140625,
          "between_seed_difference_sd": 0.03832783345638411,
          "end_exclusive": 600,
          "paired_difference": 0.22234375,
          "per_seed": [
            {
              "adaptive": 0.73,
              "baseline": 0.46,
              "seed": 1
            },
            {
              "adaptive": 0.73,
              "baseline": 0.52,
              "seed": 2
            },
            {
              "adaptive": 0.67,
              "baseline": 0.51,
              "seed": 3
            },
            {
              "adaptive": 0.72,
              "baseline": 0.46,
              "seed": 4
            },
            {
              "adaptive": 0.65,
              "baseline": 0.47,
              "seed": 5
            },
            {
              "adaptive": 0.73,
              "baseline": 0.51,
              "seed": 6
            },
            {
              "adaptive": 0.6,
              "baseline": 0.38,
              "seed": 7
            },
            {
              "adaptive": 0.7,
              "baseline": 0.47,
              "seed": 8
            },
            {
              "adaptive": 0.71,
              "baseline": 0.51,
              "seed": 9
            },
            {
              "adaptive": 0.71,
              "baseline": 0.54,
              "seed": 10
            },
            {
              "adaptive": 0.81,
              "baseline": 0.63,
              "seed": 11
            },
            {
              "adaptive": 0.65,
              "baseline": 0.45,
              "seed": 12
            },
            {
              "adaptive": 0.68,
              "baseline": 0.5,
              "seed": 13
            },
            {
              "adaptive": 0.72,
              "baseline": 0.52,
              "seed": 14
            },
            {
              "adaptive": 0.69,
              "baseline": 0.45,
              "seed": 15
            },
            {
              "adaptive": 0.73,
              "baseline": 0.51,
              "seed": 16
            },
            {
              "adaptive": 0.66,
              "baseline": 0.45,
              "seed": 17
            },
            {
              "adaptive": 0.7,
              "baseline": 0.48,
              "seed": 18
            },
            {
              "adaptive": 0.68,
              "baseline": 0.46,
              "seed": 19
            },
            {
              "adaptive": 0.77,
              "baseline": 0.55,
              "seed": 20
            },
            {
              "adaptive": 0.67,
              "baseline": 0.47,
              "seed": 21
            },
            {
              "adaptive": 0.76,
              "baseline": 0.55,
              "seed": 22
            },
            {
              "adaptive": 0.67,
              "baseline": 0.43,
              "seed": 23
            },
            {
              "adaptive": 0.67,
              "baseline": 0.51,
              "seed": 24
            },
            {
              "adaptive": 0.69,
              "baseline": 0.47,
              "seed": 25
            },
            {
              "adaptive": 0.73,
              "baseline": 0.52,
              "seed": 26
            },
            {
              "adaptive": 0.71,
              "baseline": 0.47,
              "seed": 27
            },
            {
              "adaptive": 0.7,
              "baseline": 0.5,
              "seed": 28
            },
            {
              "adaptive": 0.74,
              "baseline": 0.48,
              "seed": 29
            },
            {
              "adaptive": 0.75,
              "baseline": 0.5,
              "seed": 30
            },
            {
              "adaptive": 0.69,
              "baseline": 0.53,
              "seed": 31
            },
            {
              "adaptive": 0.76,
              "baseline": 0.55,
              "seed": 32
            },
            {
              "adaptive": 0.77,
              "baseline": 0.58,
              "seed": 33
            },
            {
              "adaptive": 0.74,
              "baseline": 0.52,
              "seed": 34
            },
            {
              "adaptive": 0.74,
              "baseline": 0.47,
              "seed": 35
            },
            {
              "adaptive": 0.78,
              "baseline": 0.57,
              "seed": 36
            },
            {
              "adaptive": 0.79,
              "baseline": 0.52,
              "seed": 37
            },
            {
              "adaptive": 0.67,
              "baseline": 0.44,
              "seed": 38
            },
            {
              "adaptive": 0.68,
              "baseline": 0.44,
              "seed": 39
            },
            {
              "adaptive": 0.71,
              "baseline": 0.48,
              "seed": 40
            },
            {
              "adaptive": 0.69,
              "baseline": 0.43,
              "seed": 41
            },
            {
              "adaptive": 0.75,
              "baseline": 0.49,
              "seed": 42
            },
            {
              "adaptive": 0.77,
              "baseline": 0.58,
              "seed": 43
            },
            {
              "adaptive": 0.68,
              "baseline": 0.49,
              "seed": 44
            },
            {
              "adaptive": 0.7,
              "baseline": 0.42,
              "seed": 45
            },
            {
              "adaptive": 0.75,
              "baseline": 0.47,
              "seed": 46
            },
            {
              "adaptive": 0.7,
              "baseline": 0.43,
              "seed": 47
            },
            {
              "adaptive": 0.7,
              "baseline": 0.46,
              "seed": 48
            },
            {
              "adaptive": 0.64,
              "baseline": 0.49,
              "seed": 49
            },
            {
              "adaptive": 0.72,
              "baseline": 0.44,
              "seed": 50
            },
            {
              "adaptive": 0.74,
              "baseline": 0.5,
              "seed": 51
            },
            {
              "adaptive": 0.67,
              "baseline": 0.52,
              "seed": 52
            },
            {
              "adaptive": 0.69,
              "baseline": 0.53,
              "seed": 53
            },
            {
              "adaptive": 0.8,
              "baseline": 0.59,
              "seed": 54
            },
            {
              "adaptive": 0.75,
              "baseline": 0.55,
              "seed": 55
            },
            {
              "adaptive": 0.67,
              "baseline": 0.45,
              "seed": 56
            },
            {
              "adaptive": 0.73,
              "baseline": 0.52,
              "seed": 57
            },
            {
              "adaptive": 0.76,
              "baseline": 0.47,
              "seed": 58
            },
            {
              "adaptive": 0.69,
              "baseline": 0.42,
              "seed": 59
            },
            {
              "adaptive": 0.75,
              "baseline": 0.59,
              "seed": 60
            },
            {
              "adaptive": 0.66,
              "baseline": 0.4,
              "seed": 61
            },
            {
              "adaptive": 0.73,
              "baseline": 0.42,
              "seed": 62
            },
            {
              "adaptive": 0.75,
              "baseline": 0.47,
              "seed": 63
            },
            {
              "adaptive": 0.73,
              "baseline": 0.49,
              "seed": 64
            }
          ],
          "seeds_with_negative_difference": 0,
          "start_inclusive": 500,
          "window": "settled"
        }
      ]
    },
    {
      "scenario": "reversed",
      "windows": [
        {
          "adaptive_success_rate": 0.7120312500000001,
          "baseline_success_rate": 0.49015625000000007,
          "between_seed_difference_sd": 0.044574709891425694,
          "end_exclusive": 600,
          "paired_difference": 0.22187499999999996,
          "per_seed": [
            {
              "adaptive": 0.73,
              "baseline": 0.53,
              "seed": 1
            },
            {
              "adaptive": 0.73,
              "baseline": 0.49,
              "seed": 2
            },
            {
              "adaptive": 0.69,
              "baseline": 0.48,
              "seed": 3
            },
            {
              "adaptive": 0.69,
              "baseline": 0.45,
              "seed": 4
            },
            {
              "adaptive": 0.73,
              "baseline": 0.48,
              "seed": 5
            },
            {
              "adaptive": 0.72,
              "baseline": 0.48,
              "seed": 6
            },
            {
              "adaptive": 0.63,
              "baseline": 0.48,
              "seed": 7
            },
            {
              "adaptive": 0.71,
              "baseline": 0.49,
              "seed": 8
            },
            {
              "adaptive": 0.72,
              "baseline": 0.49,
              "seed": 9
            },
            {
              "adaptive": 0.7,
              "baseline": 0.51,
              "seed": 10
            },
            {
              "adaptive": 0.76,
              "baseline": 0.41,
              "seed": 11
            },
            {
              "adaptive": 0.69,
              "baseline": 0.41,
              "seed": 12
            },
            {
              "adaptive": 0.71,
              "baseline": 0.45,
              "seed": 13
            },
            {
              "adaptive": 0.67,
              "baseline": 0.48,
              "seed": 14
            },
            {
              "adaptive": 0.72,
              "baseline": 0.56,
              "seed": 15
            },
            {
              "adaptive": 0.72,
              "baseline": 0.45,
              "seed": 16
            },
            {
              "adaptive": 0.67,
              "baseline": 0.48,
              "seed": 17
            },
            {
              "adaptive": 0.68,
              "baseline": 0.51,
              "seed": 18
            },
            {
              "adaptive": 0.71,
              "baseline": 0.56,
              "seed": 19
            },
            {
              "adaptive": 0.76,
              "baseline": 0.47,
              "seed": 20
            },
            {
              "adaptive": 0.66,
              "baseline": 0.36,
              "seed": 21
            },
            {
              "adaptive": 0.74,
              "baseline": 0.47,
              "seed": 22
            },
            {
              "adaptive": 0.67,
              "baseline": 0.51,
              "seed": 23
            },
            {
              "adaptive": 0.69,
              "baseline": 0.51,
              "seed": 24
            },
            {
              "adaptive": 0.72,
              "baseline": 0.49,
              "seed": 25
            },
            {
              "adaptive": 0.72,
              "baseline": 0.51,
              "seed": 26
            },
            {
              "adaptive": 0.7,
              "baseline": 0.43,
              "seed": 27
            },
            {
              "adaptive": 0.69,
              "baseline": 0.51,
              "seed": 28
            },
            {
              "adaptive": 0.73,
              "baseline": 0.48,
              "seed": 29
            },
            {
              "adaptive": 0.72,
              "baseline": 0.56,
              "seed": 30
            },
            {
              "adaptive": 0.71,
              "baseline": 0.47,
              "seed": 31
            },
            {
              "adaptive": 0.82,
              "baseline": 0.56,
              "seed": 32
            },
            {
              "adaptive": 0.73,
              "baseline": 0.46,
              "seed": 33
            },
            {
              "adaptive": 0.69,
              "baseline": 0.46,
              "seed": 34
            },
            {
              "adaptive": 0.76,
              "baseline": 0.56,
              "seed": 35
            },
            {
              "adaptive": 0.75,
              "baseline": 0.44,
              "seed": 36
            },
            {
              "adaptive": 0.79,
              "baseline": 0.5,
              "seed": 37
            },
            {
              "adaptive": 0.74,
              "baseline": 0.48,
              "seed": 38
            },
            {
              "adaptive": 0.74,
              "baseline": 0.46,
              "seed": 39
            },
            {
              "adaptive": 0.66,
              "baseline": 0.45,
              "seed": 40
            },
            {
              "adaptive": 0.73,
              "baseline": 0.53,
              "seed": 41
            },
            {
              "adaptive": 0.69,
              "baseline": 0.5,
              "seed": 42
            },
            {
              "adaptive": 0.75,
              "baseline": 0.52,
              "seed": 43
            },
            {
              "adaptive": 0.69,
              "baseline": 0.5,
              "seed": 44
            },
            {
              "adaptive": 0.72,
              "baseline": 0.53,
              "seed": 45
            },
            {
              "adaptive": 0.75,
              "baseline": 0.53,
              "seed": 46
            },
            {
              "adaptive": 0.74,
              "baseline": 0.57,
              "seed": 47
            },
            {
              "adaptive": 0.67,
              "baseline": 0.51,
              "seed": 48
            },
            {
              "adaptive": 0.63,
              "baseline": 0.43,
              "seed": 49
            },
            {
              "adaptive": 0.69,
              "baseline": 0.48,
              "seed": 50
            },
            {
              "adaptive": 0.76,
              "baseline": 0.54,
              "seed": 51
            },
            {
              "adaptive": 0.6,
              "baseline": 0.45,
              "seed": 52
            },
            {
              "adaptive": 0.71,
              "baseline": 0.49,
              "seed": 53
            },
            {
              "adaptive": 0.75,
              "baseline": 0.49,
              "seed": 54
            },
            {
              "adaptive": 0.71,
              "baseline": 0.46,
              "seed": 55
            },
            {
              "adaptive": 0.73,
              "baseline": 0.49,
              "seed": 56
            },
            {
              "adaptive": 0.69,
              "baseline": 0.45,
              "seed": 57
            },
            {
              "adaptive": 0.77,
              "baseline": 0.5,
              "seed": 58
            },
            {
              "adaptive": 0.71,
              "baseline": 0.53,
              "seed": 59
            },
            {
              "adaptive": 0.64,
              "baseline": 0.43,
              "seed": 60
            },
            {
              "adaptive": 0.75,
              "baseline": 0.57,
              "seed": 61
            },
            {
              "adaptive": 0.75,
              "baseline": 0.56,
              "seed": 62
            },
            {
              "adaptive": 0.69,
              "baseline": 0.53,
              "seed": 63
            },
            {
              "adaptive": 0.68,
              "baseline": 0.45,
              "seed": 64
            }
          ],
          "seeds_with_negative_difference": 0,
          "start_inclusive": 500,
          "window": "settled"
        }
      ]
    },
    {
      "scenario": "counterplay_switch",
      "windows": [
        {
          "adaptive_success_rate": 0.7273437500000002,
          "baseline_success_rate": 0.50515625,
          "between_seed_difference_sd": 0.04225653889476847,
          "end_exclusive": 300,
          "paired_difference": 0.22218749999999998,
          "per_seed": [
            {
              "adaptive": 0.74,
              "baseline": 0.55,
              "seed": 1
            },
            {
              "adaptive": 0.72,
              "baseline": 0.53,
              "seed": 2
            },
            {
              "adaptive": 0.78,
              "baseline": 0.51,
              "seed": 3
            },
            {
              "adaptive": 0.7,
              "baseline": 0.49,
              "seed": 4
            },
            {
              "adaptive": 0.75,
              "baseline": 0.48,
              "seed": 5
            },
            {
              "adaptive": 0.73,
              "baseline": 0.48,
              "seed": 6
            },
            {
              "adaptive": 0.82,
              "baseline": 0.61,
              "seed": 7
            },
            {
              "adaptive": 0.68,
              "baseline": 0.44,
              "seed": 8
            },
            {
              "adaptive": 0.72,
              "baseline": 0.55,
              "seed": 9
            },
            {
              "adaptive": 0.74,
              "baseline": 0.53,
              "seed": 10
            },
            {
              "adaptive": 0.76,
              "baseline": 0.57,
              "seed": 11
            },
            {
              "adaptive": 0.72,
              "baseline": 0.48,
              "seed": 12
            },
            {
              "adaptive": 0.74,
              "baseline": 0.53,
              "seed": 13
            },
            {
              "adaptive": 0.74,
              "baseline": 0.52,
              "seed": 14
            },
            {
              "adaptive": 0.78,
              "baseline": 0.47,
              "seed": 15
            },
            {
              "adaptive": 0.69,
              "baseline": 0.51,
              "seed": 16
            },
            {
              "adaptive": 0.67,
              "baseline": 0.49,
              "seed": 17
            },
            {
              "adaptive": 0.79,
              "baseline": 0.58,
              "seed": 18
            },
            {
              "adaptive": 0.63,
              "baseline": 0.41,
              "seed": 19
            },
            {
              "adaptive": 0.7,
              "baseline": 0.47,
              "seed": 20
            },
            {
              "adaptive": 0.8,
              "baseline": 0.53,
              "seed": 21
            },
            {
              "adaptive": 0.78,
              "baseline": 0.53,
              "seed": 22
            },
            {
              "adaptive": 0.77,
              "baseline": 0.56,
              "seed": 23
            },
            {
              "adaptive": 0.62,
              "baseline": 0.49,
              "seed": 24
            },
            {
              "adaptive": 0.71,
              "baseline": 0.43,
              "seed": 25
            },
            {
              "adaptive": 0.71,
              "baseline": 0.5,
              "seed": 26
            },
            {
              "adaptive": 0.72,
              "baseline": 0.52,
              "seed": 27
            },
            {
              "adaptive": 0.73,
              "baseline": 0.44,
              "seed": 28
            },
            {
              "adaptive": 0.73,
              "baseline": 0.52,
              "seed": 29
            },
            {
              "adaptive": 0.74,
              "baseline": 0.49,
              "seed": 30
            },
            {
              "adaptive": 0.75,
              "baseline": 0.56,
              "seed": 31
            },
            {
              "adaptive": 0.66,
              "baseline": 0.42,
              "seed": 32
            },
            {
              "adaptive": 0.65,
              "baseline": 0.51,
              "seed": 33
            },
            {
              "adaptive": 0.69,
              "baseline": 0.47,
              "seed": 34
            },
            {
              "adaptive": 0.78,
              "baseline": 0.56,
              "seed": 35
            },
            {
              "adaptive": 0.71,
              "baseline": 0.51,
              "seed": 36
            },
            {
              "adaptive": 0.72,
              "baseline": 0.47,
              "seed": 37
            },
            {
              "adaptive": 0.78,
              "baseline": 0.55,
              "seed": 38
            },
            {
              "adaptive": 0.77,
              "baseline": 0.51,
              "seed": 39
            },
            {
              "adaptive": 0.62,
              "baseline": 0.45,
              "seed": 40
            },
            {
              "adaptive": 0.76,
              "baseline": 0.53,
              "seed": 41
            },
            {
              "adaptive": 0.69,
              "baseline": 0.51,
              "seed": 42
            },
            {
              "adaptive": 0.74,
              "baseline": 0.44,
              "seed": 43
            },
            {
              "adaptive": 0.69,
              "baseline": 0.4,
              "seed": 44
            },
            {
              "adaptive": 0.72,
              "baseline": 0.52,
              "seed": 45
            },
            {
              "adaptive": 0.74,
              "baseline": 0.55,
              "seed": 46
            },
            {
              "adaptive": 0.71,
              "baseline": 0.49,
              "seed": 47
            },
            {
              "adaptive": 0.77,
              "baseline": 0.47,
              "seed": 48
            },
            {
              "adaptive": 0.71,
              "baseline": 0.47,
              "seed": 49
            },
            {
              "adaptive": 0.68,
              "baseline": 0.54,
              "seed": 50
            },
            {
              "adaptive": 0.77,
              "baseline": 0.54,
              "seed": 51
            },
            {
              "adaptive": 0.72,
              "baseline": 0.52,
              "seed": 52
            },
            {
              "adaptive": 0.72,
              "baseline": 0.55,
              "seed": 53
            },
            {
              "adaptive": 0.77,
              "baseline": 0.52,
              "seed": 54
            },
            {
              "adaptive": 0.73,
              "baseline": 0.44,
              "seed": 55
            },
            {
              "adaptive": 0.74,
              "baseline": 0.53,
              "seed": 56
            },
            {
              "adaptive": 0.73,
              "baseline": 0.54,
              "seed": 57
            },
            {
              "adaptive": 0.72,
              "baseline": 0.54,
              "seed": 58
            },
            {
              "adaptive": 0.71,
              "baseline": 0.54,
              "seed": 59
            },
            {
              "adaptive": 0.74,
              "baseline": 0.48,
              "seed": 60
            },
            {
              "adaptive": 0.76,
              "baseline": 0.48,
              "seed": 61
            },
            {
              "adaptive": 0.73,
              "baseline": 0.49,
              "seed": 62
            },
            {
              "adaptive": 0.75,
              "baseline": 0.47,
              "seed": 63
            },
            {
              "adaptive": 0.71,
              "baseline": 0.55,
              "seed": 64
            }
          ],
          "seeds_with_negative_difference": 0,
          "start_inclusive": 200,
          "window": "before_switch"
        },
        {
          "adaptive_success_rate": 0.4718749999999998,
          "baseline_success_rate": 0.4973958333333333,
          "between_seed_difference_sd": 0.0726767595291739,
          "end_exclusive": 330,
          "paired_difference": -0.02552083333333334,
          "per_seed": [
            {
              "adaptive": 0.6,
              "baseline": 0.6333333333333333,
              "seed": 1
            },
            {
              "adaptive": 0.5333333333333333,
              "baseline": 0.5666666666666667,
              "seed": 2
            },
            {
              "adaptive": 0.3333333333333333,
              "baseline": 0.43333333333333335,
              "seed": 3
            },
            {
              "adaptive": 0.5333333333333333,
              "baseline": 0.5333333333333333,
              "seed": 4
            },
            {
              "adaptive": 0.4666666666666667,
              "baseline": 0.6333333333333333,
              "seed": 5
            },
            {
              "adaptive": 0.6333333333333333,
              "baseline": 0.5666666666666667,
              "seed": 6
            },
            {
              "adaptive": 0.4666666666666667,
              "baseline": 0.5,
              "seed": 7
            },
            {
              "adaptive": 0.6,
              "baseline": 0.6,
              "seed": 8
            },
            {
              "adaptive": 0.7666666666666667,
              "baseline": 0.7,
              "seed": 9
            },
            {
              "adaptive": 0.5333333333333333,
              "baseline": 0.5333333333333333,
              "seed": 10
            },
            {
              "adaptive": 0.43333333333333335,
              "baseline": 0.5666666666666667,
              "seed": 11
            },
            {
              "adaptive": 0.3333333333333333,
              "baseline": 0.43333333333333335,
              "seed": 12
            },
            {
              "adaptive": 0.4666666666666667,
              "baseline": 0.3333333333333333,
              "seed": 13
            },
            {
              "adaptive": 0.4,
              "baseline": 0.5,
              "seed": 14
            },
            {
              "adaptive": 0.5333333333333333,
              "baseline": 0.4,
              "seed": 15
            },
            {
              "adaptive": 0.6,
              "baseline": 0.6333333333333333,
              "seed": 16
            },
            {
              "adaptive": 0.43333333333333335,
              "baseline": 0.5,
              "seed": 17
            },
            {
              "adaptive": 0.36666666666666664,
              "baseline": 0.5,
              "seed": 18
            },
            {
              "adaptive": 0.43333333333333335,
              "baseline": 0.5333333333333333,
              "seed": 19
            },
            {
              "adaptive": 0.36666666666666664,
              "baseline": 0.43333333333333335,
              "seed": 20
            },
            {
              "adaptive": 0.36666666666666664,
              "baseline": 0.3333333333333333,
              "seed": 21
            },
            {
              "adaptive": 0.5333333333333333,
              "baseline": 0.5666666666666667,
              "seed": 22
            },
            {
              "adaptive": 0.5,
              "baseline": 0.4666666666666667,
              "seed": 23
            },
            {
              "adaptive": 0.6333333333333333,
              "baseline": 0.5666666666666667,
              "seed": 24
            },
            {
              "adaptive": 0.4,
              "baseline": 0.36666666666666664,
              "seed": 25
            },
            {
              "adaptive": 0.3333333333333333,
              "baseline": 0.3,
              "seed": 26
            },
            {
              "adaptive": 0.5333333333333333,
              "baseline": 0.6333333333333333,
              "seed": 27
            },
            {
              "adaptive": 0.2,
              "baseline": 0.23333333333333334,
              "seed": 28
            },
            {
              "adaptive": 0.43333333333333335,
              "baseline": 0.3,
              "seed": 29
            },
            {
              "adaptive": 0.6333333333333333,
              "baseline": 0.5666666666666667,
              "seed": 30
            },
            {
              "adaptive": 0.43333333333333335,
              "baseline": 0.5333333333333333,
              "seed": 31
            },
            {
              "adaptive": 0.5666666666666667,
              "baseline": 0.6,
              "seed": 32
            },
            {
              "adaptive": 0.5666666666666667,
              "baseline": 0.5,
              "seed": 33
            },
            {
              "adaptive": 0.4666666666666667,
              "baseline": 0.5,
              "seed": 34
            },
            {
              "adaptive": 0.4,
              "baseline": 0.4666666666666667,
              "seed": 35
            },
            {
              "adaptive": 0.5,
              "baseline": 0.5,
              "seed": 36
            },
            {
              "adaptive": 0.5333333333333333,
              "baseline": 0.5333333333333333,
              "seed": 37
            },
            {
              "adaptive": 0.5,
              "baseline": 0.5666666666666667,
              "seed": 38
            },
            {
              "adaptive": 0.4,
              "baseline": 0.5,
              "seed": 39
            },
            {
              "adaptive": 0.43333333333333335,
              "baseline": 0.4666666666666667,
              "seed": 40
            },
            {
              "adaptive": 0.5,
              "baseline": 0.5666666666666667,
              "seed": 41
            },
            {
              "adaptive": 0.4666666666666667,
              "baseline": 0.4,
              "seed": 42
            },
            {
              "adaptive": 0.6333333333333333,
              "baseline": 0.7,
              "seed": 43
            },
            {
              "adaptive": 0.3,
              "baseline": 0.3,
              "seed": 44
            },
            {
              "adaptive": 0.36666666666666664,
              "baseline": 0.26666666666666666,
              "seed": 45
            },
            {
              "adaptive": 0.5,
              "baseline": 0.5333333333333333,
              "seed": 46
            },
            {
              "adaptive": 0.4,
              "baseline": 0.5,
              "seed": 47
            },
            {
              "adaptive": 0.5,
              "baseline": 0.4666666666666667,
              "seed": 48
            },
            {
              "adaptive": 0.3333333333333333,
              "baseline": 0.4666666666666667,
              "seed": 49
            },
            {
              "adaptive": 0.5,
              "baseline": 0.4666666666666667,
              "seed": 50
            },
            {
              "adaptive": 0.3,
              "baseline": 0.3,
              "seed": 51
            },
            {
              "adaptive": 0.6,
              "baseline": 0.7,
              "seed": 52
            },
            {
              "adaptive": 0.4666666666666667,
              "baseline": 0.5333333333333333,
              "seed": 53
            },
            {
              "adaptive": 0.5666666666666667,
              "baseline": 0.5333333333333333,
              "seed": 54
            },
            {
              "adaptive": 0.3333333333333333,
              "baseline": 0.5,
              "seed": 55
            },
            {
              "adaptive": 0.5666666666666667,
              "baseline": 0.6,
              "seed": 56
            },
            {
              "adaptive": 0.4,
              "baseline": 0.4666666666666667,
              "seed": 57
            },
            {
              "adaptive": 0.4666666666666667,
              "baseline": 0.5333333333333333,
              "seed": 58
            },
            {
              "adaptive": 0.5,
              "baseline": 0.43333333333333335,
              "seed": 59
            },
            {
              "adaptive": 0.4,
              "baseline": 0.43333333333333335,
              "seed": 60
            },
            {
              "adaptive": 0.5,
              "baseline": 0.5,
              "seed": 61
            },
            {
              "adaptive": 0.4666666666666667,
              "baseline": 0.5666666666666667,
              "seed": 62
            },
            {
              "adaptive": 0.5,
              "baseline": 0.6,
              "seed": 63
            },
            {
              "adaptive": 0.43333333333333335,
              "baseline": 0.43333333333333335,
              "seed": 64
            }
          ],
          "seeds_with_negative_difference": 37,
          "start_inclusive": 300,
          "window": "immediately_after_switch"
        },
        {
          "adaptive_success_rate": 0.7118750000000001,
          "baseline_success_rate": 0.49015625000000007,
          "between_seed_difference_sd": 0.04484734911031223,
          "end_exclusive": 600,
          "paired_difference": 0.22171874999999994,
          "per_seed": [
            {
              "adaptive": 0.73,
              "baseline": 0.53,
              "seed": 1
            },
            {
              "adaptive": 0.73,
              "baseline": 0.49,
              "seed": 2
            },
            {
              "adaptive": 0.69,
              "baseline": 0.48,
              "seed": 3
            },
            {
              "adaptive": 0.69,
              "baseline": 0.45,
              "seed": 4
            },
            {
              "adaptive": 0.73,
              "baseline": 0.48,
              "seed": 5
            },
            {
              "adaptive": 0.72,
              "baseline": 0.48,
              "seed": 6
            },
            {
              "adaptive": 0.62,
              "baseline": 0.48,
              "seed": 7
            },
            {
              "adaptive": 0.71,
              "baseline": 0.49,
              "seed": 8
            },
            {
              "adaptive": 0.72,
              "baseline": 0.49,
              "seed": 9
            },
            {
              "adaptive": 0.7,
              "baseline": 0.51,
              "seed": 10
            },
            {
              "adaptive": 0.76,
              "baseline": 0.41,
              "seed": 11
            },
            {
              "adaptive": 0.69,
              "baseline": 0.41,
              "seed": 12
            },
            {
              "adaptive": 0.71,
              "baseline": 0.45,
              "seed": 13
            },
            {
              "adaptive": 0.67,
              "baseline": 0.48,
              "seed": 14
            },
            {
              "adaptive": 0.72,
              "baseline": 0.56,
              "seed": 15
            },
            {
              "adaptive": 0.72,
              "baseline": 0.45,
              "seed": 16
            },
            {
              "adaptive": 0.67,
              "baseline": 0.48,
              "seed": 17
            },
            {
              "adaptive": 0.68,
              "baseline": 0.51,
              "seed": 18
            },
            {
              "adaptive": 0.71,
              "baseline": 0.56,
              "seed": 19
            },
            {
              "adaptive": 0.76,
              "baseline": 0.47,
              "seed": 20
            },
            {
              "adaptive": 0.66,
              "baseline": 0.36,
              "seed": 21
            },
            {
              "adaptive": 0.74,
              "baseline": 0.47,
              "seed": 22
            },
            {
              "adaptive": 0.67,
              "baseline": 0.51,
              "seed": 23
            },
            {
              "adaptive": 0.69,
              "baseline": 0.51,
              "seed": 24
            },
            {
              "adaptive": 0.72,
              "baseline": 0.49,
              "seed": 25
            },
            {
              "adaptive": 0.72,
              "baseline": 0.51,
              "seed": 26
            },
            {
              "adaptive": 0.7,
              "baseline": 0.43,
              "seed": 27
            },
            {
              "adaptive": 0.69,
              "baseline": 0.51,
              "seed": 28
            },
            {
              "adaptive": 0.73,
              "baseline": 0.48,
              "seed": 29
            },
            {
              "adaptive": 0.72,
              "baseline": 0.56,
              "seed": 30
            },
            {
              "adaptive": 0.71,
              "baseline": 0.47,
              "seed": 31
            },
            {
              "adaptive": 0.82,
              "baseline": 0.56,
              "seed": 32
            },
            {
              "adaptive": 0.73,
              "baseline": 0.46,
              "seed": 33
            },
            {
              "adaptive": 0.69,
              "baseline": 0.46,
              "seed": 34
            },
            {
              "adaptive": 0.76,
              "baseline": 0.56,
              "seed": 35
            },
            {
              "adaptive": 0.75,
              "baseline": 0.44,
              "seed": 36
            },
            {
              "adaptive": 0.79,
              "baseline": 0.5,
              "seed": 37
            },
            {
              "adaptive": 0.74,
              "baseline": 0.48,
              "seed": 38
            },
            {
              "adaptive": 0.74,
              "baseline": 0.46,
              "seed": 39
            },
            {
              "adaptive": 0.66,
              "baseline": 0.45,
              "seed": 40
            },
            {
              "adaptive": 0.73,
              "baseline": 0.53,
              "seed": 41
            },
            {
              "adaptive": 0.69,
              "baseline": 0.5,
              "seed": 42
            },
            {
              "adaptive": 0.75,
              "baseline": 0.52,
              "seed": 43
            },
            {
              "adaptive": 0.69,
              "baseline": 0.5,
              "seed": 44
            },
            {
              "adaptive": 0.72,
              "baseline": 0.53,
              "seed": 45
            },
            {
              "adaptive": 0.75,
              "baseline": 0.53,
              "seed": 46
            },
            {
              "adaptive": 0.74,
              "baseline": 0.57,
              "seed": 47
            },
            {
              "adaptive": 0.67,
              "baseline": 0.51,
              "seed": 48
            },
            {
              "adaptive": 0.63,
              "baseline": 0.43,
              "seed": 49
            },
            {
              "adaptive": 0.69,
              "baseline": 0.48,
              "seed": 50
            },
            {
              "adaptive": 0.76,
              "baseline": 0.54,
              "seed": 51
            },
            {
              "adaptive": 0.6,
              "baseline": 0.45,
              "seed": 52
            },
            {
              "adaptive": 0.71,
              "baseline": 0.49,
              "seed": 53
            },
            {
              "adaptive": 0.75,
              "baseline": 0.49,
              "seed": 54
            },
            {
              "adaptive": 0.71,
              "baseline": 0.46,
              "seed": 55
            },
            {
              "adaptive": 0.73,
              "baseline": 0.49,
              "seed": 56
            },
            {
              "adaptive": 0.69,
              "baseline": 0.45,
              "seed": 57
            },
            {
              "adaptive": 0.77,
              "baseline": 0.5,
              "seed": 58
            },
            {
              "adaptive": 0.71,
              "baseline": 0.53,
              "seed": 59
            },
            {
              "adaptive": 0.64,
              "baseline": 0.43,
              "seed": 60
            },
            {
              "adaptive": 0.75,
              "baseline": 0.57,
              "seed": 61
            },
            {
              "adaptive": 0.75,
              "baseline": 0.56,
              "seed": 62
            },
            {
              "adaptive": 0.69,
              "baseline": 0.53,
              "seed": 63
            },
            {
              "adaptive": 0.68,
              "baseline": 0.45,
              "seed": 64
            }
          ],
          "seeds_with_negative_difference": 0,
          "start_inclusive": 500,
          "window": "settled_after_switch"
        }
      ]
    }
  ],
  "schema": 1,
  "scope": "Paired synthetic stochastic rewards validate learning and counterplay response. This does not measure real combat, game enjoyment, performance, statistical confidence or multiplayer security.",
  "seed_count": 64
}