{ "math_verification": { "state": [ 0.25, 0.35 ], "M0": 8.0, "eps_grid": [ 0.0, 0.19999999999999998, 0.39999999999999997, 0.6, 0.7999999999999999, 0.9999999999999999, 1.2, 1.4, 1.5999999999999999, 1.7999999999999998, 1.9999999999999998, 2.1999999999999997, 2.4 ], "margins": [ 8.0, 7.6000000000000005, 7.2, 6.8, 6.4, 6.0, 5.6000000000000005, 5.2, 4.8, 4.4, 4.000000000000001, 3.6000000000000005, 3.2 ], "fitted_margin_slope": -1.9999999999999996, "predicted_margin_slope": -2.0, "predicted_eps_critical": 4.0, "observed_eps_critical": 4.0, "bound_shift_samples": [ [ 0.1, 0.10000000000000009, -0.10000000000000009 ], [ 0.2, 0.20000000000000018, -0.20000000000000018 ], [ 0.4, 0.3999999999999999, -0.3999999999999999 ] ], "predicted_shifts": "lower +eps, upper -eps" }, "closed_loop": [ { "disturbance_amplitude": 0, "clip": { "max_violation": 0.0091926752499909, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 0 }, "ordinary_cbf": { "max_violation": 0.0, "mean_intervention": 0.09209308024722863, "min_margin": 0.1766289802259342, "bound_misses": 0 }, "robust_cbf": { "max_violation": 0.0, "mean_intervention": 0.13776788040696045, "min_margin": 0.22067309816553404, "bound_misses": 0 } }, { "disturbance_amplitude": 0.1, "clip": { "max_violation": 0.06395505507387211, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 0 }, "ordinary_cbf": { "max_violation": 0.0, "mean_intervention": 0.09246815894123397, "min_margin": 0.11050318146056881, "bound_misses": 0 }, "robust_cbf": { "max_violation": 0.0, "mean_intervention": 0.1389727859275357, "min_margin": 0.15304052618469477, "bound_misses": 0 } }, { "disturbance_amplitude": 0.2, "clip": { "max_violation": 0.12939310651646063, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 0 }, "ordinary_cbf": { "max_violation": 0.0, "mean_intervention": 0.0942448629398561, "min_margin": 0.019811605553199385, "bound_misses": 0 }, "robust_cbf": { "max_violation": 0.0, "mean_intervention": 0.14117172847506754, "min_margin": 0.060944574540135577, "bound_misses": 0 } }, { "disturbance_amplitude": 0.3, "clip": { "max_violation": 0.19918425457061661, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 0 }, "ordinary_cbf": { "max_violation": 0.0, "mean_intervention": 0.0934669684939966, "min_margin": -0.1600706677047814, "bound_misses": 0 }, "robust_cbf": { "max_violation": 0.0, "mean_intervention": 0.14311198618412072, "min_margin": -0.0730810251499121, "bound_misses": 0 } }, { "disturbance_amplitude": 0.4, "clip": { "max_violation": 0.26982926122464734, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 330 }, "ordinary_cbf": { "max_violation": 0.0, "mean_intervention": 0.08429263047565698, "min_margin": -0.4655228139022083, "bound_misses": 330 }, "robust_cbf": { "max_violation": 0.0, "mean_intervention": 0.138539061566231, "min_margin": -0.3429388500012269, "bound_misses": 330 } }, { "disturbance_amplitude": 0.5, "clip": { "max_violation": 0.3378564279793159, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 765 }, "ordinary_cbf": { "max_violation": 0.0, "mean_intervention": 0.07706391804602254, "min_margin": -0.8207471685437446, "bound_misses": 765 }, "robust_cbf": { "max_violation": 0.0, "mean_intervention": 0.12961441918895758, "min_margin": -0.6686064464324026, "bound_misses": 765 } }, { "disturbance_amplitude": 0.6, "clip": { "max_violation": 0.39818343793944866, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 1213 }, "ordinary_cbf": { "max_violation": 0.01201068098589908, "mean_intervention": 0.07152283853905787, "min_margin": -1.1811752636081865, "bound_misses": 1213 }, "robust_cbf": { "max_violation": 0.0, "mean_intervention": 0.11631111745646536, "min_margin": -1.1079472421296477, "bound_misses": 1213 } }, { "disturbance_amplitude": 0.8, "clip": { "max_violation": 0.4589672174003294, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 1983 }, "ordinary_cbf": { "max_violation": 0.10248696514183786, "mean_intervention": 0.0629673388508905, "min_margin": -1.9186002411127068, "bound_misses": 1983 }, "robust_cbf": { "max_violation": 0.05609322303779174, "mean_intervention": 0.0973398247649854, "min_margin": -2.0004558044859664, "bound_misses": 1983 } }, { "disturbance_amplitude": 1.0, "clip": { "max_violation": 0.4226248436458355, "mean_intervention": 0.0, "min_margin": 2.0, "bound_misses": 2469 }, "ordinary_cbf": { "max_violation": 0.1909981502689606, "mean_intervention": 0.05567132310642432, "min_margin": -2.3468801067817178, "bound_misses": 2469 }, "robust_cbf": { "max_violation": 0.11194821406588606, "mean_intervention": 0.08111872641930463, "min_margin": -2.58942968967079, "bound_misses": 2469 } } ], "notes": "Disturbance bound is eps=.35; actual sinusoid peak equals amplitude. Empty robust intervals use closest actuator endpoint emergency fallback." }