{
  "seed": 937,
  "scalar_verification": {
    "burnin_rows": [
      {
        "r": 0.5,
        "epsilon": 0.01,
        "predicted_k": 7,
        "observed_k": 7,
        "abs_error": 0
      },
      {
        "r": 0.5,
        "epsilon": 0.0001,
        "predicted_k": 14,
        "observed_k": 14,
        "abs_error": 0
      },
      {
        "r": 0.5,
        "epsilon": 1e-06,
        "predicted_k": 20,
        "observed_k": 20,
        "abs_error": 0
      },
      {
        "r": 0.7,
        "epsilon": 0.01,
        "predicted_k": 13,
        "observed_k": 13,
        "abs_error": 0
      },
      {
        "r": 0.7,
        "epsilon": 0.0001,
        "predicted_k": 26,
        "observed_k": 26,
        "abs_error": 0
      },
      {
        "r": 0.7,
        "epsilon": 1e-06,
        "predicted_k": 39,
        "observed_k": 39,
        "abs_error": 0
      },
      {
        "r": 0.85,
        "epsilon": 0.01,
        "predicted_k": 29,
        "observed_k": 29,
        "abs_error": 0
      },
      {
        "r": 0.85,
        "epsilon": 0.0001,
        "predicted_k": 57,
        "observed_k": 57,
        "abs_error": 0
      },
      {
        "r": 0.85,
        "epsilon": 1e-06,
        "predicted_k": 86,
        "observed_k": 86,
        "abs_error": 0
      },
      {
        "r": 0.95,
        "epsilon": 0.01,
        "predicted_k": 90,
        "observed_k": 90,
        "abs_error": 0
      },
      {
        "r": 0.95,
        "epsilon": 0.0001,
        "predicted_k": 180,
        "observed_k": 180,
        "abs_error": 0
      },
      {
        "r": 0.95,
        "epsilon": 1e-06,
        "predicted_k": 270,
        "observed_k": 270,
        "abs_error": 0
      },
      {
        "r": 0.99,
        "epsilon": 0.01,
        "predicted_k": 459,
        "observed_k": 459,
        "abs_error": 0
      },
      {
        "r": 0.99,
        "epsilon": 0.0001,
        "predicted_k": 917,
        "observed_k": 917,
        "abs_error": 0
      },
      {
        "r": 0.99,
        "epsilon": 1e-06,
        "predicted_k": 1375,
        "observed_k": 1375,
        "abs_error": 0
      }
    ],
    "log_scaling": [
      {
        "r": 0.5,
        "observed_slope": 1.411457066185569,
        "predicted_slope": 1.4426950408889634,
        "relative_error": 0.02165251409206072
      },
      {
        "r": 0.7,
        "observed_slope": 2.822914132371137,
        "predicted_slope": 2.8036732520571284,
        "relative_error": 0.006862739907330923
      },
      {
        "r": 0.85,
        "observed_slope": 6.188696367121341,
        "predicted_slope": 6.153129380622034,
        "relative_error": 0.005780308571329098
      },
      {
        "r": 0.95,
        "observed_slope": 19.54325168564634,
        "predicted_slope": 19.495725746223673,
        "relative_error": 0.0024377620018517098
      },
      {
        "r": 0.99,
        "observed_slope": 99.45343635584466,
        "predicted_slope": 99.49916247342207,
        "relative_error": 0.00045956283892973097
      }
    ],
    "stability_boundary": [
      {
        "r": 0.98,
        "E_1000": 1.6829673572159268e-09,
        "stable_observed": true,
        "stable_predicted": true
      },
      {
        "r": 0.999,
        "E_1000": 0.3676954247709635,
        "stable_observed": true,
        "stable_predicted": true
      },
      {
        "r": 1.0,
        "E_1000": 1.0,
        "stable_observed": false,
        "stable_predicted": false
      },
      {
        "r": 1.001,
        "E_1000": 2.7169239322355985,
        "stable_observed": false,
        "stable_predicted": false
      },
      {
        "r": 1.02,
        "E_1000": 398264651.65813607,
        "stable_observed": false,
        "stable_predicted": false
      }
    ],
    "cost_scaling": [
      {
        "r": 0.5,
        "epsilon": 0.01,
        "observer_cost": 6.140226914650789,
        "retrieval_cost": 100.0,
        "observer_cheaper": true
      },
      {
        "r": 0.5,
        "epsilon": 0.0001,
        "observer_cost": 12.280453829301578,
        "retrieval_cost": 10000.0,
        "observer_cheaper": true
      },
      {
        "r": 0.5,
        "epsilon": 1e-06,
        "observer_cost": 18.420680743952364,
        "retrieval_cost": 1000000.0,
        "observer_cheaper": true
      },
      {
        "r": 0.8,
        "epsilon": 0.01,
        "observer_cost": 12.792139405522482,
        "retrieval_cost": 100.0,
        "observer_cheaper": true
      },
      {
        "r": 0.8,
        "epsilon": 0.0001,
        "observer_cost": 25.584278811044964,
        "retrieval_cost": 10000.0,
        "observer_cheaper": true
      },
      {
        "r": 0.8,
        "epsilon": 1e-06,
        "observer_cost": 38.37641821656744,
        "retrieval_cost": 1000000.0,
        "observer_cheaper": true
      },
      {
        "r": 0.95,
        "epsilon": 0.01,
        "observer_cost": 47.232514728082975,
        "retrieval_cost": 100.0,
        "observer_cheaper": true
      },
      {
        "r": 0.95,
        "epsilon": 0.0001,
        "observer_cost": 94.46502945616595,
        "retrieval_cost": 10000.0,
        "observer_cheaper": true
      },
      {
        "r": 0.95,
        "epsilon": 1e-06,
        "observer_cost": 141.69754418424893,
        "retrieval_cost": 1000000.0,
        "observer_cheaper": true
      }
    ]
  },
  "lorenz_results": {
    "observer": {
      "mse": 0.562060503248168,
      "rmse": 0.7497069449112553,
      "retrievals": 0,
      "retrieval_rate": 0.0,
      "relative_cost": 1.0,
      "mean_residual": 0.9821513737113687,
      "bad_period_retrievals": 0
    },
    "retrieve": {
      "mse": 207.34857621466247,
      "rmse": 14.399603335323597,
      "retrievals": 2600,
      "retrieval_rate": 1.0,
      "relative_cost": 7.0,
      "mean_residual": 3.7114824395252577,
      "bad_period_retrievals": 114
    },
    "adaptive": {
      "mse": 25.89456092336078,
      "rmse": 5.088669857964926,
      "retrievals": 933,
      "retrieval_rate": 0.35884615384615387,
      "relative_cost": 3.153076923076923,
      "mean_residual": 2.059467976306961,
      "bad_period_retrievals": 100
    },
    "adaptive_event_diagnostics": {
      "bad_steps": 180,
      "bad_switches": 143,
      "bad_recall": 0.7944444444444444,
      "good_switch_rate": 0.2553719008264463
    }
  },
  "note": "Toy observer/retrieval costs are normalized units; retrieval cost is 7x observer."
}