{
  "seed": 1595,
  "prediction_1_max_rate": [
    {
      "aq": 0.98,
      "af": 0.3,
      "predicted": 0.98,
      "observed": 0.9800000000504796,
      "relative_error": 5.1509816820057775e-11
    },
    {
      "aq": 0.7,
      "af": 0.9,
      "predicted": 0.9,
      "observed": 0.9002822931754705,
      "relative_error": 0.0003136590838560672
    },
    {
      "aq": 0.55,
      "af": 0.55,
      "predicted": 0.55,
      "observed": 0.5674603191521117,
      "relative_error": 0.031746034822021194
    },
    {
      "aq": 0.9,
      "af": 0.4,
      "predicted": 0.9,
      "observed": 0.900000019627106,
      "relative_error": 2.1807895489445173e-08
    },
    {
      "aq": 0.4,
      "af": 0.9,
      "predicted": 0.9,
      "observed": 0.9000000296409448,
      "relative_error": 3.2934383121919886e-08
    },
    {
      "aq": 0.8,
      "af": 0.6,
      "predicted": 0.8,
      "observed": 0.8001228414796371,
      "relative_error": 0.0001535518495462962
    }
  ],
  "prediction_2_slow_branch_invariance": [
    {
      "aq": 0.92,
      "af": 0.1,
      "predicted": 0.92,
      "observed": 0.92,
      "relative_error": 0.0
    },
    {
      "aq": 0.92,
      "af": 0.3,
      "predicted": 0.92,
      "observed": 0.9200000001367937,
      "relative_error": 1.4868879074840706e-10
    },
    {
      "aq": 0.92,
      "af": 0.6,
      "predicted": 0.92,
      "observed": 0.920011885381916,
      "relative_error": 1.2918893386943577e-05
    },
    {
      "aq": 0.92,
      "af": 0.8,
      "predicted": 0.92,
      "observed": 0.9221311902327621,
      "relative_error": 0.0023165111225674916
    }
  ],
  "prediction_3_stability_boundary": [
    {
      "aq": 0.95,
      "af": 0.5,
      "predicted_rate": 0.95,
      "observed_rate": 0.95,
      "predicted_stable": true,
      "observed_stable": true,
      "slope": -0.051293294387550585
    },
    {
      "aq": 0.99,
      "af": 0.99,
      "predicted_rate": 0.99,
      "observed_rate": 0.995918603414212,
      "predicted_stable": true,
      "observed_stable": true,
      "slope": -0.004089748216791183
    },
    {
      "aq": 1.0,
      "af": 0.5,
      "predicted_rate": 1.0,
      "observed_rate": 1.0,
      "predicted_stable": false,
      "observed_stable": false,
      "slope": -2.0167599358442151e-19
    },
    {
      "aq": 1.01,
      "af": 0.5,
      "predicted_rate": 1.01,
      "observed_rate": 1.01,
      "predicted_stable": false,
      "observed_stable": false,
      "slope": 0.00995033085316809
    },
    {
      "aq": 0.5,
      "af": 1.01,
      "predicted_rate": 1.01,
      "observed_rate": 1.01,
      "predicted_stable": false,
      "observed_stable": false,
      "slope": 0.009950330853168092
    },
    {
      "aq": 0.5,
      "af": 0.98,
      "predicted_rate": 0.98,
      "observed_rate": 0.98,
      "predicted_stable": true,
      "observed_stable": true,
      "slope": -0.02020270731751947
    }
  ],
  "learning_comparison": {
    "monolithic_one_step": 0.0008962037071884881,
    "split_one_step": 0.0008962216077928678,
    "monolithic_rollout": 0.007157926449986579,
    "split_rollout": 0.007158110608541596,
    "n_test": 400
  }
}