{ "predictions": [ { "claim": "static force boundary penetration = F_safe / stiffness", "predicted": [ 0.25, 0.1, 0.05, 0.025, 0.0125 ], "observed": [ 0.25, 0.1, 0.05, 0.025, 0.0125 ], "max_abs_error": 0.0, "pass": true }, { "claim": "nominal violation starts near target = F_safe / stiffness", "predicted": 0.05, "observed_grid_first_violation": 0.08, "absolute_error": 0.03, "pass": false }, { "claim": "shield keeps predicted/actual force below safety level when feasible", "safety_level_with_margin": 0.48, "max_observed_shield_peak_force": 0.4086472494106363, "max_shield_violation_rate": 0.0, "pass": true }, { "claim": "unshielded peak force scales as stiffness times target penetration", "max_abs_scaling_error": 5.684747707856985e-05, "pass": false } ], "summary": { "baseline_target_high_force_violation_rates": { "0.08": 0.78, "0.12": 0.82, "0.2": 0.84, "0.3": 0.84 }, "shield_target_high_force_violation_rates": { "0.08": 0.0, "0.12": 0.0, "0.2": 0.0, "0.3": 0.0 }, "shield_feasible_rate_min": 1.0 } }