{
  "behavioral_layer": {
    "conditioning_models": {
      "classical": {
        "cs_us_mapping": ["tone → airpuff", "light → mild startle"],
        "acquisition_rate": 0.42,
        "extinction_rate": 0.18
      },
      "operant": {
        "reinforcement_schedule": "VI-30",
        "learning_rate": 0.21,
        "discount_factor": 0.87
      }
    },
    "performance_metrics": {
      "reaction_time_distribution": [412, 398, 405, 421, 389, 402],
      "accuracy": 0.93,
      "error_types": ["omission", "commission"],
      "speed_accuracy_tradeoff": {
        "slope": -0.0041,
        "intercept": 0.97
      }
    }
  },
 
  "cognitive_layer": {
    "working_memory": {
      "capacity": 4,
      "decay_rate": 0.12,
      "refresh_rate": 0.31
    },
    "attention": {
      "selective_filter_strength": 0.74,
      "sustained_attention_stability": 0.81,
      "switching_cost": 142
    },
    "decision_models": {
      "drift_diffusion": {
        "drift_rate": 0.28,
        "boundary_separation": 1.12,
        "non_decision_time": 0.29
      },
      "signal_detection": {
        "sensitivity_d_prime": 1.84,
        "criterion_c": -0.12
      }
    },
    "learning_models": {
      "reinforcement_learning": {
        "learning_rate": 0.19,
        "exploration_rate": 0.11,
        "reward_sensitivity": 0.63
      }
    }
  },
 
  "measurement_layer": {
    "psychometrics": {
      "reliability_alpha": 0.91,
      "test_retest_stability": 0.88,
      "factor_structure": ["WM", "ATTN", "EXEC"]
    },
    "neuropsych_tests": {
      "task_battery": [
        {
          "task_name": "Digit Span",
          "score": 12,
          "normative_z": 0.45
        },
        {
          "task_name": "Stroop Interference",
          "score": 37,
          "normative_z": -0.22
        },
        {
          "task_name": "Trail Making B",
          "score": 74,
          "normative_z": 0.10
        }
      ]
    }
  },
 
  "anchoring_constraints": {
    "circuit_mappings": [
      {
        "region": "DLPFC",
        "associated_function": "working memory manipulation",
        "lesion_effect": "reduced WM capacity and increased distractibility"
      },
      {
        "region": "ACC",
        "associated_function": "conflict monitoring",
        "lesion_effect": "elevated error rates under high-conflict trials"
      }
    ],
    "neurophys_signatures": [
      {
        "task": "Go/No-Go",
        "frequency_band": "theta",
        "amplitude": 4.7,
        "latency": 310
      },
      {
        "task": "Oddball",
        "frequency_band": "P300",
        "amplitude": 11.2,
        "latency": 342
      }
    ],
    "pharmacological_profiles": [
      {
        "agent": "methylphenidate",
        "receptor_target": "DAT/NET blockade",
        "effect_profile": "increased drift rate and reduced RT variability"
      },
      {
        "agent": "lorazepam",
        "receptor_target": "GABA-A modulation",
        "effect_profile": "increased non-decision time and reduced d'"
      }
    ]
  }
}