diff --git a/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb b/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb
index 3711c8d3307beb4ae5c91c59e298668b2635569a..904eeab8b7488f22e82630b4c5c14fe1eed6cb6c 100644
--- a/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb
+++ b/.ipynb_checkpoints/multi-area-model-checkpoint.ipynb
@@ -369,7 +369,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "ab25f9f8",
    "metadata": {},
    "outputs": [
@@ -378,7 +378,7 @@
      "output_type": "stream",
      "text": [
       "Initializing network from dictionary.\n",
-      "RAND_DATA_LABEL 7821\n"
+      "RAND_DATA_LABEL 3999\n"
      ]
     },
     {
@@ -411,7 +411,10 @@
       " 'fullscale_rates': 'tests/fullscale_rates.json',\n",
       " 'input_params': {'rate_ext': 10.0},\n",
       " 'neuron_params': {'V0_mean': -150.0, 'V0_sd': 50.0}}\n",
-      "========================================\n"
+      "========================================\n",
+      "Simulation label: 27d81076e6d6e9e591684be053078477\n",
+      "Copied files.\n",
+      "Initialized simulation class.\n"
      ]
     }
    ],
@@ -434,10 +437,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "6a7ddf0e",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Iteration: 0\n",
+      "Mean-field theory predicts an average firing rate of 29.588 spikes/s across all populations.\n"
+     ]
+    }
+   ],
    "source": [
     "p, r = M.theory.integrate_siegert()\n",
     "print(\"Mean-field theory predicts an average \"\n",
@@ -462,7 +474,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "6316ac24",
    "metadata": {},
    "outputs": [],
@@ -478,7 +490,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "id": "8408d463-557b-481b-afc1-5fbbbd67306d",
    "metadata": {},
    "outputs": [],
@@ -495,7 +507,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "445a722a",
    "metadata": {},
    "outputs": [],
@@ -512,10 +524,53 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "05512922-26e5-425f-90a4-0df7c2279ccf",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Initializing network from dictionary.\n",
+      "RAND_DATA_LABEL 6363\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Error in library(\"aod\") : there is no package called ‘aod’\n",
+      "Execution halted\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "No R installation or IndexError, taking hard-coded SLN fit parameters.\n",
+      "\n",
+      "\n",
+      "========================================\n",
+      "Customized parameters\n",
+      "--------------------\n",
+      "{}\n",
+      "========================================\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 1080x476.769 with 4 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "visualize_interareal_connectivity(M)"
    ]
@@ -550,10 +605,85 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "15778e9c",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Prepared simulation in 0.00 seconds.\n",
+      "Rank 0: created area V1 with 0 local nodes\n",
+      "Memory after V1 : 1516.00 MB\n",
+      "Rank 0: created area V2 with 0 local nodes\n",
+      "Memory after V2 : 1542.55 MB\n",
+      "Rank 0: created area VP with 0 local nodes\n",
+      "Memory after VP : 1571.84 MB\n",
+      "Rank 0: created area V3 with 0 local nodes\n",
+      "Memory after V3 : 1600.08 MB\n",
+      "Rank 0: created area V3A with 0 local nodes\n",
+      "Memory after V3A : 1620.02 MB\n",
+      "Rank 0: created area MT with 0 local nodes\n",
+      "Memory after MT : 1645.55 MB\n",
+      "Rank 0: created area V4t with 0 local nodes\n",
+      "Memory after V4t : 1670.48 MB\n",
+      "Rank 0: created area V4 with 0 local nodes\n",
+      "Memory after V4 : 1697.54 MB\n",
+      "Rank 0: created area VOT with 0 local nodes\n",
+      "Memory after VOT : 1722.15 MB\n",
+      "Rank 0: created area MSTd with 0 local nodes\n",
+      "Memory after MSTd : 1742.04 MB\n",
+      "Rank 0: created area PIP with 0 local nodes\n",
+      "Memory after PIP : 1763.38 MB\n",
+      "Rank 0: created area PO with 0 local nodes\n",
+      "Memory after PO : 1784.84 MB\n",
+      "Rank 0: created area DP with 0 local nodes\n",
+      "Memory after DP : 1805.14 MB\n",
+      "Rank 0: created area MIP with 0 local nodes\n",
+      "Memory after MIP : 1826.63 MB\n",
+      "Rank 0: created area MDP with 0 local nodes\n",
+      "Memory after MDP : 1848.16 MB\n",
+      "Rank 0: created area VIP with 0 local nodes\n",
+      "Memory after VIP : 1870.09 MB\n",
+      "Rank 0: created area LIP with 0 local nodes\n",
+      "Memory after LIP : 1894.03 MB\n",
+      "Rank 0: created area PITv with 0 local nodes\n",
+      "Memory after PITv : 1919.32 MB\n",
+      "Rank 0: created area PITd with 0 local nodes\n",
+      "Memory after PITd : 1944.55 MB\n",
+      "Rank 0: created area MSTl with 0 local nodes\n",
+      "Memory after MSTl : 1965.76 MB\n",
+      "Rank 0: created area CITv with 0 local nodes\n",
+      "Memory after CITv : 1984.59 MB\n",
+      "Rank 0: created area CITd with 0 local nodes\n",
+      "Memory after CITd : 2003.92 MB\n",
+      "Rank 0: created area FEF with 0 local nodes\n",
+      "Memory after FEF : 2025.30 MB\n",
+      "Rank 0: created area TF with 0 local nodes\n",
+      "Memory after TF : 2040.94 MB\n",
+      "Rank 0: created area AITv with 0 local nodes\n",
+      "Memory after AITv : 2063.60 MB\n",
+      "Rank 0: created area FST with 0 local nodes\n",
+      "Memory after FST : 2080.32 MB\n",
+      "Rank 0: created area 7a with 0 local nodes\n",
+      "Memory after 7a : 2101.61 MB\n",
+      "Rank 0: created area STPp with 0 local nodes\n",
+      "Memory after STPp : 2120.31 MB\n",
+      "Rank 0: created area STPa with 0 local nodes\n",
+      "Memory after STPa : 2139.45 MB\n",
+      "Rank 0: created area 46 with 0 local nodes\n",
+      "Memory after 46 : 2154.80 MB\n",
+      "Rank 0: created area AITd with 0 local nodes\n",
+      "Memory after AITd : 2177.43 MB\n",
+      "Rank 0: created area TH with 0 local nodes\n",
+      "Memory after TH : 2190.02 MB\n",
+      "Created areas and internal connections in 2.18 seconds.\n",
+      "Created cortico-cortical connections in 21.95 seconds.\n",
+      "Simulated network in 80.06 seconds.\n"
+     ]
+    }
+   ],
    "source": [
     "# %%capture captured\n",
     "# run the simulation, depending on the model parameter and downscale ratio, the running time varies largely.\n",
@@ -590,10 +720,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "id": "bea30fc8",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 720x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "plot_instan_mean_firing_rate(M)"
    ]
@@ -608,12 +751,42 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "id": "ae19bcc3",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "loading spikes\n",
+      "Loading data from file\n",
+      "Loading data from file\n",
+      "Loading data from file\n",
+      "Loading data from file\n",
+      "Computing rate time series done\n",
+      "Loading data from file\n",
+      "Computing synchrony done\n",
+      "pop_LvR\n",
+      "pop_rates\n",
+      "synchrony\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 864x762.831 with 10 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# Choose 3 areas from the complete_area_list to show their sipking activity\n",
     "# By default, it's set as ['V1', 'V2', 'FEF']\n",
@@ -646,10 +819,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "id": "721d1f03-df25-468d-8075-a807025a9c58",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "loading spikes\n",
+      "Loading data from file\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 864x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "plot_time_averaged_population_rates(M)"
    ]
diff --git a/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_visualize_time_ave_pop_rates-checkpoint.py b/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_visualize_time_ave_pop_rates-checkpoint.py
index 909938a522c887506f6d97a880993863cad1f44f..89b991acfd40842b4bcb9a32839330f0a2a13a03 100644
--- a/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_visualize_time_ave_pop_rates-checkpoint.py
+++ b/figures/MAM2EBRAINS/.ipynb_checkpoints/M2E_visualize_time_ave_pop_rates-checkpoint.py
@@ -35,7 +35,7 @@ def plot_time_averaged_population_rates(M, area_list=None, **keywords):
     matrix = np.zeros((len(area_list), len(A.network.structure['V1'])))
 
     fig = plt.figure(figsize=(12, 4))
-    fig.suptitle('Time-averaged population rates encoded in colors', fontsize=15, x=0.42)
+    fig.suptitle('Time-averaged population rates encoded in colors', fontsize=15, x=0.43)
     ax = fig.add_subplot(111)
 
     for i, area in enumerate(area_list):
diff --git a/figures/MAM2EBRAINS/M2E_visualize_time_ave_pop_rates.py b/figures/MAM2EBRAINS/M2E_visualize_time_ave_pop_rates.py
index 909938a522c887506f6d97a880993863cad1f44f..89b991acfd40842b4bcb9a32839330f0a2a13a03 100644
--- a/figures/MAM2EBRAINS/M2E_visualize_time_ave_pop_rates.py
+++ b/figures/MAM2EBRAINS/M2E_visualize_time_ave_pop_rates.py
@@ -35,7 +35,7 @@ def plot_time_averaged_population_rates(M, area_list=None, **keywords):
     matrix = np.zeros((len(area_list), len(A.network.structure['V1'])))
 
     fig = plt.figure(figsize=(12, 4))
-    fig.suptitle('Time-averaged population rates encoded in colors', fontsize=15, x=0.42)
+    fig.suptitle('Time-averaged population rates encoded in colors', fontsize=15, x=0.43)
     ax = fig.add_subplot(111)
 
     for i, area in enumerate(area_list):
diff --git a/multi-area-model.ipynb b/multi-area-model.ipynb
index 24601edefb0eba5aa5907e1781442b1ba84a6121..904eeab8b7488f22e82630b4c5c14fe1eed6cb6c 100644
--- a/multi-area-model.ipynb
+++ b/multi-area-model.ipynb
@@ -378,7 +378,7 @@
      "output_type": "stream",
      "text": [
       "Initializing network from dictionary.\n",
-      "RAND_DATA_LABEL 7495\n"
+      "RAND_DATA_LABEL 3999\n"
      ]
     },
     {
@@ -533,7 +533,7 @@
      "output_type": "stream",
      "text": [
       "Initializing network from dictionary.\n",
-      "RAND_DATA_LABEL 1869\n"
+      "RAND_DATA_LABEL 6363\n"
      ]
     },
     {
@@ -615,72 +615,72 @@
      "text": [
       "Prepared simulation in 0.00 seconds.\n",
       "Rank 0: created area V1 with 0 local nodes\n",
-      "Memory after V1 : 1515.14 MB\n",
+      "Memory after V1 : 1516.00 MB\n",
       "Rank 0: created area V2 with 0 local nodes\n",
-      "Memory after V2 : 1541.84 MB\n",
+      "Memory after V2 : 1542.55 MB\n",
       "Rank 0: created area VP with 0 local nodes\n",
-      "Memory after VP : 1571.05 MB\n",
+      "Memory after VP : 1571.84 MB\n",
       "Rank 0: created area V3 with 0 local nodes\n",
-      "Memory after V3 : 1599.30 MB\n",
+      "Memory after V3 : 1600.08 MB\n",
       "Rank 0: created area V3A with 0 local nodes\n",
-      "Memory after V3A : 1619.27 MB\n",
+      "Memory after V3A : 1620.02 MB\n",
       "Rank 0: created area MT with 0 local nodes\n",
-      "Memory after MT : 1644.77 MB\n",
+      "Memory after MT : 1645.55 MB\n",
       "Rank 0: created area V4t with 0 local nodes\n",
-      "Memory after V4t : 1669.73 MB\n",
+      "Memory after V4t : 1670.48 MB\n",
       "Rank 0: created area V4 with 0 local nodes\n",
-      "Memory after V4 : 1696.79 MB\n",
+      "Memory after V4 : 1697.54 MB\n",
       "Rank 0: created area VOT with 0 local nodes\n",
-      "Memory after VOT : 1721.25 MB\n",
+      "Memory after VOT : 1722.15 MB\n",
       "Rank 0: created area MSTd with 0 local nodes\n",
-      "Memory after MSTd : 1741.25 MB\n",
+      "Memory after MSTd : 1742.04 MB\n",
       "Rank 0: created area PIP with 0 local nodes\n",
-      "Memory after PIP : 1762.75 MB\n",
+      "Memory after PIP : 1763.38 MB\n",
       "Rank 0: created area PO with 0 local nodes\n",
-      "Memory after PO : 1784.13 MB\n",
+      "Memory after PO : 1784.84 MB\n",
       "Rank 0: created area DP with 0 local nodes\n",
-      "Memory after DP : 1804.39 MB\n",
+      "Memory after DP : 1805.14 MB\n",
       "Rank 0: created area MIP with 0 local nodes\n",
-      "Memory after MIP : 1825.91 MB\n",
+      "Memory after MIP : 1826.63 MB\n",
       "Rank 0: created area MDP with 0 local nodes\n",
-      "Memory after MDP : 1847.42 MB\n",
+      "Memory after MDP : 1848.16 MB\n",
       "Rank 0: created area VIP with 0 local nodes\n",
-      "Memory after VIP : 1869.27 MB\n",
+      "Memory after VIP : 1870.09 MB\n",
       "Rank 0: created area LIP with 0 local nodes\n",
-      "Memory after LIP : 1893.36 MB\n",
+      "Memory after LIP : 1894.03 MB\n",
       "Rank 0: created area PITv with 0 local nodes\n",
-      "Memory after PITv : 1918.56 MB\n",
+      "Memory after PITv : 1919.32 MB\n",
       "Rank 0: created area PITd with 0 local nodes\n",
-      "Memory after PITd : 1943.77 MB\n",
+      "Memory after PITd : 1944.55 MB\n",
       "Rank 0: created area MSTl with 0 local nodes\n",
-      "Memory after MSTl : 1965.01 MB\n",
+      "Memory after MSTl : 1965.76 MB\n",
       "Rank 0: created area CITv with 0 local nodes\n",
-      "Memory after CITv : 1983.81 MB\n",
+      "Memory after CITv : 1984.59 MB\n",
       "Rank 0: created area CITd with 0 local nodes\n",
-      "Memory after CITd : 2003.21 MB\n",
+      "Memory after CITd : 2003.92 MB\n",
       "Rank 0: created area FEF with 0 local nodes\n",
-      "Memory after FEF : 2024.55 MB\n",
+      "Memory after FEF : 2025.30 MB\n",
       "Rank 0: created area TF with 0 local nodes\n",
-      "Memory after TF : 2040.23 MB\n",
+      "Memory after TF : 2040.94 MB\n",
       "Rank 0: created area AITv with 0 local nodes\n",
-      "Memory after AITv : 2062.93 MB\n",
+      "Memory after AITv : 2063.60 MB\n",
       "Rank 0: created area FST with 0 local nodes\n",
-      "Memory after FST : 2079.66 MB\n",
+      "Memory after FST : 2080.32 MB\n",
       "Rank 0: created area 7a with 0 local nodes\n",
-      "Memory after 7a : 2100.74 MB\n",
+      "Memory after 7a : 2101.61 MB\n",
       "Rank 0: created area STPp with 0 local nodes\n",
-      "Memory after STPp : 2119.45 MB\n",
+      "Memory after STPp : 2120.31 MB\n",
       "Rank 0: created area STPa with 0 local nodes\n",
-      "Memory after STPa : 2138.70 MB\n",
+      "Memory after STPa : 2139.45 MB\n",
       "Rank 0: created area 46 with 0 local nodes\n",
-      "Memory after 46 : 2154.06 MB\n",
+      "Memory after 46 : 2154.80 MB\n",
       "Rank 0: created area AITd with 0 local nodes\n",
-      "Memory after AITd : 2176.65 MB\n",
+      "Memory after AITd : 2177.43 MB\n",
       "Rank 0: created area TH with 0 local nodes\n",
-      "Memory after TH : 2189.35 MB\n",
-      "Created areas and internal connections in 2.23 seconds.\n",
-      "Created cortico-cortical connections in 22.53 seconds.\n",
-      "Simulated network in 77.18 seconds.\n"
+      "Memory after TH : 2190.02 MB\n",
+      "Created areas and internal connections in 2.18 seconds.\n",
+      "Created cortico-cortical connections in 21.95 seconds.\n",
+      "Simulated network in 80.06 seconds.\n"
      ]
     }
    ],
@@ -767,101 +767,6 @@
       "Loading data from file\n",
       "Loading data from file\n",
       "Computing rate time series done\n",
-      "/opt/app-root/src/MAM2EBRAINS/simulations\n",
-      "\n",
-      "              -- N E S T --\n",
-      "  Copyright (C) 2004 The NEST Initiative\n",
-      "\n",
-      " Version: 3.5\n",
-      " Built: Jul 12 2023 06:25:27\n",
-      "\n",
-      " This program is provided AS IS and comes with\n",
-      " NO WARRANTY. See the file LICENSE for details.\n",
-      "\n",
-      " Problems or suggestions?\n",
-      "   Visit https://www.nest-simulator.org\n",
-      "\n",
-      " Type 'nest.help()' to find out more about NEST.\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Traceback (most recent call last):\n",
-      "  File \"./figures/Schmidt2018_dyn/compute_rate_time_series.py\", line 55, in <module>\n",
-      "    T = sim_params['t_sim']\n",
-      "KeyError: 't_sim'\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "              -- N E S T --\n",
-      "  Copyright (C) 2004 The NEST Initiative\n",
-      "\n",
-      " Version: 3.5\n",
-      " Built: Jul 12 2023 06:25:27\n",
-      "\n",
-      " This program is provided AS IS and comes with\n",
-      " NO WARRANTY. See the file LICENSE for details.\n",
-      "\n",
-      " Problems or suggestions?\n",
-      "   Visit https://www.nest-simulator.org\n",
-      "\n",
-      " Type 'nest.help()' to find out more about NEST.\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Traceback (most recent call last):\n",
-      "  File \"./figures/Schmidt2018_dyn/compute_rate_time_series.py\", line 55, in <module>\n",
-      "    T = sim_params['t_sim']\n",
-      "KeyError: 't_sim'\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "              -- N E S T --\n",
-      "  Copyright (C) 2004 The NEST Initiative\n",
-      "\n",
-      " Version: 3.5\n",
-      " Built: Jul 12 2023 06:25:27\n",
-      "\n",
-      " This program is provided AS IS and comes with\n",
-      " NO WARRANTY. See the file LICENSE for details.\n",
-      "\n",
-      " Problems or suggestions?\n",
-      "   Visit https://www.nest-simulator.org\n",
-      "\n",
-      " Type 'nest.help()' to find out more about NEST.\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Traceback (most recent call last):\n",
-      "  File \"./figures/Schmidt2018_dyn/compute_rate_time_series.py\", line 55, in <module>\n",
-      "    T = sim_params['t_sim']\n",
-      "KeyError: 't_sim'\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Computing rate time series auto kernel done\n",
       "Loading data from file\n",
       "Computing synchrony done\n",
       "pop_LvR\n",
@@ -869,24 +774,11 @@
       "synchrony\n"
      ]
     },
-    {
-     "ename": "FileNotFoundError",
-     "evalue": "[Errno 2] No such file or directory: '/opt/app-root/src/MAM2EBRAINS/simulations/27d81076e6d6e9e591684be053078477/Analysis/rate_time_series_auto_kernel/rate_time_series_auto_kernel_V4.npy'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn [15], line 4\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;66;03m# Choose 3 areas from the complete_area_list to show their sipking activity\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;66;03m# By default, it's set as ['V1', 'V2', 'FEF']\u001b[39;00m\n\u001b[1;32m      3\u001b[0m raster_areas \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mV4\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mV1\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFEF\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m----> 4\u001b[0m plot_resting_state(M, data_path, raster_areas)\n",
-      "File \u001b[0;32m~/MAM2EBRAINS/./figures/MAM2EBRAINS/M2E_visualize_resting_state.py:230\u001b[0m, in \u001b[0;36mplot_resting_state\u001b[0;34m(M, data_path, raster_areas)\u001b[0m\n\u001b[1;32m    225\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m area \u001b[38;5;129;01min\u001b[39;00m areas:\n\u001b[1;32m    226\u001b[0m     fn \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(data_path, label,\n\u001b[1;32m    227\u001b[0m                       \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAnalysis\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m    228\u001b[0m                       \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrate_time_series_auto_kernel\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m    229\u001b[0m                       \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrate_time_series_auto_kernel_\u001b[39m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m.npy\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mformat(area))\n\u001b[0;32m--> 230\u001b[0m     rate_time_series_auto_kernel[area] \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfn\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    232\u001b[0m \u001b[38;5;66;03m# local variance revised (LvR)\u001b[39;00m\n\u001b[1;32m    233\u001b[0m fn \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(data_path, label, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mAnalysis\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mpop_LvR.json\u001b[39m\u001b[38;5;124m'\u001b[39m)\n",
-      "File \u001b[0;32m/srv/main-spack-instance-2305/spack/opt/spack/linux-ubuntu20.04-x86_64/gcc-10.3.0/py-numpy-1.22.4-2oqgru7t5upcffz4fffhepvquuy3hdsh/lib/python3.8/site-packages/numpy/lib/npyio.py:407\u001b[0m, in \u001b[0;36mload\u001b[0;34m(file, mmap_mode, allow_pickle, fix_imports, encoding)\u001b[0m\n\u001b[1;32m    405\u001b[0m     own_fid \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[1;32m    406\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 407\u001b[0m     fid \u001b[38;5;241m=\u001b[39m stack\u001b[38;5;241m.\u001b[39menter_context(\u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mos_fspath\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfile\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m)\n\u001b[1;32m    408\u001b[0m     own_fid \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m    410\u001b[0m \u001b[38;5;66;03m# Code to distinguish from NumPy binary files and pickles.\u001b[39;00m\n",
-      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/opt/app-root/src/MAM2EBRAINS/simulations/27d81076e6d6e9e591684be053078477/Analysis/rate_time_series_auto_kernel/rate_time_series_auto_kernel_V4.npy'"
-     ]
-    },
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
-       "<Figure size 864x762.831 with 7 Axes>"
+       "<Figure size 864x762.831 with 10 Axes>"
       ]
      },
      "metadata": {
@@ -927,10 +819,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "id": "721d1f03-df25-468d-8075-a807025a9c58",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "loading spikes\n",
+      "Loading data from file\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 864x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "plot_time_averaged_population_rates(M)"
    ]
diff --git a/multiarea_model/data_multiarea/viscortex_processed_data.json b/multiarea_model/data_multiarea/viscortex_processed_data.json
index b4705ee484ba5d2e65039de05d790c484d569098..f8e78e6fc81280ebbdd004e5d1ed951750ad8592 100644
--- a/multiarea_model/data_multiarea/viscortex_processed_data.json
+++ b/multiarea_model/data_multiarea/viscortex_processed_data.json
@@ -1 +1 @@
-{"cocomac_completed": {"V1": {"7a": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "IT": {"source_pattern": ["0", "0", 2, "0", "0", "3"], "target_pattern": [2.0, "0", "0", "0", "0", "0"]}, "LIP": {"source_pattern": ["0", "0", "0", "0", "0", "2"], "target_pattern": null}, "MT": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", "0", 2], "target_pattern": [2.0, "0", "0", "0", "0", "0"]}, "TH": {"source_pattern": ["0", "0", "0", "0", "0", 2], "target_pattern": null}, "V1": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", "3", "3"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "3", "3"], "target_pattern": ["3", 2.0, 2.0, "0", 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", 2, "3"], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V3A": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "3", "3"], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4t": {"source_pattern": ["0", 2, 2, "0", "3", "3"], "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "46": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}}, "V2": {"5": {"source_pattern": null, "target_pattern": null}, "6": {"source_pattern": null, "target_pattern": null}, "7a": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": ["3", "2", "2", 2.0, 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": null}, "35": {"source_pattern": [2, 2, 2, 0, -1, -1], "target_pattern": null}, "36": {"source_pattern": [2, 2, 2, 0, -1, -1], "target_pattern": null}, "46": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": ["3", 2.0, "3", "3", 2.0, 2.0]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "FEF": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "FST": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "IT": {"source_pattern": [2, 2, 2, 2, 2, "0"], "target_pattern": ["3", "3", 2.0, 2.0, "3", "3"]}, "LIP": {"source_pattern": [2, 2, "0", 2, 2, "0"], "target_pattern": null}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTl": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": [2, 2, 2, 2, "0", "0"], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": null, "target_pattern": null}, "PIT": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "PITd": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "STPa": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "STPp": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "TF": {"source_pattern": [2, 2, 2, 2, "0", "0"], "target_pattern": ["3", "0", "0", "0", "1", "1"]}, "TH": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "V1": {"source_pattern": [2, 2, "0", "0", "0", "0"], "target_pattern": ["0", 2.0, 2.0, "3", "3", "3"]}, "V2": {"source_pattern": [2, 2, "3", "3", "0", "0"], "target_pattern": ["3", 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2d": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V2v": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V3": {"source_pattern": ["0", "0", 2, "0", "0", 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V3A": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4": {"source_pattern": ["3", "3", 2, 2, "0", "0"], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4d": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4t": {"source_pattern": ["3", "3", 2, 2, "0", -1], "target_pattern": null}, "V4v": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "VIP": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "VOT": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": [2, 2, "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}}, "VP": {"7a": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MST": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MSTd": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MT": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3A": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V4": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V4v": {"source_pattern": null, "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "VOT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "VP": {"target_pattern": null, "source_pattern": null}}, "V3": {"7a": {"source_pattern": null, "target_pattern": null}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "LIP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}}, "PIP": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "DP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "LIP": {"source_pattern": null, "target_pattern": null}, "MT": {"source_pattern": null, "target_pattern": null}, "V1": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V2": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "VP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIP": {"target_pattern": null, "source_pattern": null}}, "V3A": {"7a": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "LIP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTl": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "V1": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "VIP": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "V3A": {"target_pattern": null, "source_pattern": null}}, "MT": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": null, "target_pattern": null}, "FST": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTl": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": null, "target_pattern": null}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "STP": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2d": {"source_pattern": null, "target_pattern": null}, "V2v": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V4d": {"source_pattern": null, "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}}, "V4t": {"7a": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, "0", "0", "0", "0", 2.0]}, "FST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "V4t": {"target_pattern": null, "source_pattern": null}}, "V4": {"7a": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, "0", "0", "0", "0", 2.0]}, "AIT": {"source_pattern": null, "target_pattern": null}, "AITv": {"source_pattern": null, "target_pattern": null}, "CIT": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "CITd": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "CITv": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FEF": {"source_pattern": null, "target_pattern": null}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "IT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "PIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PITd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PITv": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PO": {"source_pattern": null, "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "VOT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "VP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MDP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "STPp": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V4": {"target_pattern": null, "source_pattern": null}}, "PO": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "6": {"source_pattern": null, "target_pattern": null}, "7a": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "DP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "FEF": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "MDP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTl": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PIP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V3A": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}}, "VOT": {"V2": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "VOT": {"target_pattern": null, "source_pattern": null}}, "DP": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "46": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": null, "target_pattern": null}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "PIP": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "STP": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "1", 2.0, 2.0]}, "V3A": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "MT": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "TF": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}}, "MIP": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V3A": {"source_pattern": null, "target_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}}, "MDP": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "MDP": {"target_pattern": null, "source_pattern": null}}, "MSTd": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "FST": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "MST": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "STP": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "V4": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}}, "VIP": {"4": {"source_pattern": null, "target_pattern": null}, "5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "6": {"source_pattern": null, "target_pattern": null}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "46": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "FEF": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "IT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": null, "target_pattern": null}, "MDP": {"source_pattern": null, "target_pattern": null}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTl": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "MT": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": null}, "SII": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V2d": {"source_pattern": null, "target_pattern": null}, "V2v": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": null, "target_pattern": null}, "V4d": {"source_pattern": null, "target_pattern": null}, "V4t": {"source_pattern": null, "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}}, "LIP": {"4": {"source_pattern": null, "target_pattern": null}, "5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "6": {"source_pattern": null, "target_pattern": null}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "46": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, 2.0]}, "DP": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "FEF": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "IT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": null, "target_pattern": null}, "MDP": {"source_pattern": null, "target_pattern": null}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": null, "target_pattern": null}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": null}, "SII": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V2d": {"source_pattern": null, "target_pattern": null}, "V2v": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4d": {"source_pattern": null, "target_pattern": null}, "V4t": {"source_pattern": null, "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": null}}, "PITv": {"7a": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "AIT": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "AITd": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "AITv": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "CIT": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "CITd": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "CITv": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "FST": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "IT": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MST": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "MT": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "STP": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "STPp": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": ["3", "3", "0", 2, 2, -1], "target_pattern": null}, "V2v": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V4": {"source_pattern": ["0", "3", "3", "0", "1", "1"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4d": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4t": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4v": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "VOT": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "VP": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}}, "PITd": {"7a": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "FST": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "IT": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "MST": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "MT": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "STP": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "STPp": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "V2": {"source_pattern": ["3", "3", 2, 2, "0", -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2d": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V2v": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V4": {"source_pattern": ["0", "3", "3", "0", "1", "1"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4d": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4t": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4v": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "VOT": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "VP": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}}, "AITv": {"CIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "CITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "CITv": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "IT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["3", 2.0, 2.0, 2.0, 2.0, -1]}, "PIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITv": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}}, "MSTl": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "FST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PO": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "STP": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V3A": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}}, "FST": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, "0", "0", "0", "0", 2.0]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "MSTl": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "MT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "STP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "TF": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V3A": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "FST": {"target_pattern": null, "source_pattern": null}}, "CITv": {"35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "AIT": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "AITd": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "AITv": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "IT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["3", 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": null, "target_pattern": null}, "PIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITv": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4t": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "7a": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "46": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "STPp": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}}, "CITd": {"V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "CITd": {"target_pattern": null, "source_pattern": null}}, "7a": {"5": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "6": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "7a": {"source_pattern": [2, "3", "3", "3", "3", "3"], "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "36": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "46": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["3", 2.0, "3", 2.0, "3", 2.0]}, "AIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "AITd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": ["0", "3", "3", "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "FEF": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "FST": {"source_pattern": [2, 2, 2, "3", 2, 2], "target_pattern": null}, "IT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, "3", 2.0, 2.0, 2.0, 2.0]}, "Ig": {"source_pattern": null, "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MDP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": [2, 2, 2, "3", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": [2, 2, 2, "3", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTl": {"source_pattern": [2, "0", "0", 2, "0", 2], "target_pattern": null}, "MT": {"source_pattern": [2, 2, 2, "3", "3", "3"], "target_pattern": null}, "PIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "SII": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": [2, "3", "3", "3", "3", "3"], "target_pattern": [2.0, 2.0, -1, -1, -1, -1]}, "STPa": {"source_pattern": ["3", "3", "3", "3", "0", "0"], "target_pattern": null}, "STPp": {"source_pattern": [2, "3", "3", "3", "3", "3"], "target_pattern": [2.0, 2.0, -1, -1, -1, -1]}, "TF": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": [2, 2, 2, "3", "3", "3"], "target_pattern": null}, "V2v": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": null, "target_pattern": null}, "V3A": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": [2, 2, 2, "0", 2, 2], "target_pattern": null}, "V4d": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "V4t": {"source_pattern": [2, 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}}, "STPp": {"5": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": null}, "35": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "36": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "46": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["3", 2.0, "3", 2.0, "3", 2.0]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FST": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "IT": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": [2.0, "3", 2.0, 2.0, 2.0, 2.0]}, "MST": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MSTd": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MSTl": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MT": {"source_pattern": null, "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "STPa": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "STPp": {"source_pattern": null, "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": null, "target_pattern": null}, "V4t": {"source_pattern": null, "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}}, "STPa": {"7a": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "35": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "36": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "IT": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "STP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "STPa": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "MT": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "V4": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "V2": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}}, "FEF": {"1": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "3a": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "4": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "5": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "6": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "7a": {"source_pattern": [2, "3", "1", "2", "2", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": null}, "35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "AIT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "AITd": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "CIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "CITv": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "FST": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "IT": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "Ig": {"source_pattern": null, "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": [2, "3", "1", "2", "2", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MSTl": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIT": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "PO": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "Ri": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "STP": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "STPp": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V2": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V3A": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": [2, "3", "1", "2", "2", "0"], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "TF": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}}, "46": {"1": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "2": {"source_pattern": [2, "3", "3", 2, 2, 2], "target_pattern": null}, "4": {"source_pattern": null, "target_pattern": null}, "5": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": null}, "6": {"source_pattern": [2, 2, "3", 2, 2, 2], "target_pattern": ["3", 2.0, "3", 2.0, "3", 2.0]}, "7a": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "7b": {"source_pattern": ["0", "0", "3", "0", "3", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "36": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "46": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "AIT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "AITd": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "CIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "CITv": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "FEF": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "IT": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "Ig": {"source_pattern": [2, "3", "3", 2, 2, 2], "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PIT": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": [2, 2, "3", 2, 2, 2], "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "SII": {"source_pattern": [2, "3", "3", 2, 2, 2], "target_pattern": null}, "STP": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "STPa": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "STPp": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "TF": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "VIP": {"source_pattern": ["0", "0", "3", "0", 2, 2], "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}}, "TF": {"5": {"source_pattern": null, "target_pattern": null}, "6": {"source_pattern": ["0", "0", 2, "0", "3", "3"], "target_pattern": null}, "7a": {"source_pattern": ["3", "3", "3", "3", 2, "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "35": {"source_pattern": ["0", "1", 2, "0", 2, 2], "target_pattern": null}, "36": {"source_pattern": [2, 2, "0", 2, 2, "0"], "target_pattern": null}, "46": {"source_pattern": ["0", "0", 2, "0", "3", "3"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "AIT": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "AITv": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", 2, "0", "3", "3"], "target_pattern": null}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "IT": {"source_pattern": [2, 2, 2, 2, "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "Id": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "Ig": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "MST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "SII": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "STP": {"source_pattern": ["3", "3", "3", "3", 2, "0"], "target_pattern": null}, "STPa": {"source_pattern": ["3", "3", "0", 2, 2, "0"], "target_pattern": null}, "STPp": {"source_pattern": ["3", "3", "3", "3", 2, "0"], "target_pattern": null}, "TF": {"source_pattern": ["0", "1", 2, "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "1", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2": {"source_pattern": [2, 2, 2, 2, "0", "0"], "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "VP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}}, "TH": {"6": {"source_pattern": ["0", "0", 2, "0", "3", "3"], "target_pattern": null}, "7a": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "35": {"source_pattern": [2, "0", "1", "0", 2, 2], "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "36": {"source_pattern": [2, "0", "1", "0", 2, 2], "target_pattern": null}, "46": {"source_pattern": [2, "0", "0", "0", "3", "3"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "AIT": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "AITv": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "FEF": {"source_pattern": [2, -1, -1, 0, -1, -1], "target_pattern": null}, "IT": {"source_pattern": [2, "0", "1", "0", 2, 2], "target_pattern": [2.0, "3", "3", "3", 2.0, 2.0]}, "Id": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "Ig": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "SII": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "STP": {"source_pattern": [2, -1, -1, 0, -1, -1], "target_pattern": null}, "STPa": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "TF": {"source_pattern": [2, 2, 2, 2, 2, 2], "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "TH": {"source_pattern": [2, -1, -1, 0, -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2": {"source_pattern": ["0", "1", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V4": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}}, "AITd": {"7a": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "46": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "CIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "CITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "CITv": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "FEF": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "IT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "STP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "STPa": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "TF": {"source_pattern": null, "target_pattern": null}, "TH": {"source_pattern": null, "target_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}}}, "architecture_completed": {"FEF": 5, "7a": 4, "STPp": 4, "CITv": 5, "PITv": 5, "VP": 7, "V3A": 6, "TF": 5, "LIP": 5, "V4t": 6, "MIP": 5, "CITd": 5, "MSTd": 5, "DP": 5, "STPa": 4, "MSTl": 5, "MT": 6, "46": 4, "AITv": 4, "VIP": 5, "PITd": 5, "VOT": 6, "V1": 8, "V2": 7, "V3": 7, "V4": 6, "TH": 2, "PIP": 5, "FST": 4, "MDP": 5, "PO": 5, "AITd": 4}, "hierarchy_completed": {"7a": 0.6622, "PITv": 0.6048, "V3A": 0.3345, "LIP": 0.5677, "MIP": 0.5, "PITd": 0.6115, "DP": 0.4864, "STPa": 0.7162, "MSTl": 0.6216, "V1": 0.0, "46": 0.8649, "STPp": 0.6757, "V2": 0.1115, "V3": 0.1993, "V4": 0.4054, "TH": 0.9222, "TF": 0.8615, "MDP": 0.5, "PO": 0.4189, "FEF": 0.8177, "CITv": 0.625, "VP": 0.1993, "PIP": 0.2972, "V4t": 0.4054, "CITd": 0.6284, "AITv": 0.6149, "VOT": 0.4628, "MT": 0.4054, "VIP": 0.5677, "MSTd": 0.5473, "FST": 0.6216, "AITd": 1.0}, "SLN_completed": {"V1": {"7a": 0.13194421498048362, "LIP": 0.001953125, "MT": 0.17512874899425246, "PIP": 0.00676816232675885, "PO": 0.404565065, "STPp": 0.03868900250000001, "TF": 0.2856816827665948, "TH": 0.38953751737398074, "V2": 0.4007722176652155, "V3": 0.38394614661004506, "V3A": 0.006840776179282866, "V4": 0.22741361375468427, "V4t": 0.181545865, "VIP": 0.001953125, "PITv": 0.06536264773862561, "VP": 0.2411506010095163, "MSTd": 0.10606161761701319, "AITv": 0.01173693, "46": 0.023962599915093682, "FST": 0.017777577500000002, "MSTl": 0.015780545587622773, "CITv": 0.01173693, "STPa": 0.025645547576816728, "VOT": 0.13606147826236337, "AITd": 0.01173693, "FEF": 0.12220022250000001, "DP": 0.06666331317758761, "PITd": 0.11926319973629251, "CITd": 0.017777577500000002}, "V2": {"7a": 0.2473485547389337, "46": 0.09611216182822098, "CITv": 0.03237627, "DP": 0.11861750167939675, "FEF": 0.20729421976778806, "FST": 0.07046779333333333, "LIP": 0.04916585999999999, "MIP": 0.1647674456125005, "MSTd": 0.23701435042788077, "MSTl": 0.06238784920796942, "MT": 0.26510935220880993, "PIP": 0.21467556119098472, "PITd": 0.22234497210587106, "PO": 0.1647674456125005, "STPa": 0.1011489004860832, "STPp": 0.0, "TF": 0.25254592441901647, "TH": 0.010029086666666668, "V1": 0.7359601200000001, "V3": 0.31951689276600775, "V3A": 0.2159478233405306, "V4": 0.2541399406855286, "V4t": 0.26864967000000006, "VIP": 0.04916586000000001, "VOT": 0.22762425945260104, "VP": 0.25842434280049886, "PITv": 0.07596815828333246, "MDP": 0.1647674456125005, "AITv": 0.03237627, "AITd": 0.03237627, "CITd": 0.07046779333333335}, "VP": {"7a": 0.09442586553850892, "DP": 0.15571353140142427, "LIP": 0.18807267059796445, "MSTd": 0.1647674456125005, "MT": 0.2603679458405936, "PIP": 0.1647674456125005, "TF": 0.1451231907954106, "V2": 0.4397456164544487, "V3A": 0.23303749052194725, "V4": 0.2914236057357094, "VIP": 0.1647674456125005, "VOT": 0.24423035492494716}, "V3": {"7a": 0.09442586553850892, "FST": 0.1011489004860832, "LIP": 0.18807267059796445, "MSTd": 0.1647674456125005, "MT": 0.2603679458405936, "PIP": 0.1647674456125005, "TF": 0.1451231907954106, "V1": 0.6993004977911257, "V2": 0.4397456164544487, "V3A": 0.23303749052194725, "V4": 0.2914236057357094, "V4t": 0.2572732264020294, "VIP": 0.1647674456125005, "VP": 0.4397456164544487}, "PIP": {"7a": 0.31187356990740184, "DP": 0.425126660792947, "LIP": 0.4754470637035422, "MT": 0.5719047029350985, "V1": 0.9108207897240361, "V2": 0.749151726197644, "V3": 0.749151726197644, "V4": 0.6080369758634977, "VP": 0.749151726197644}, "V3A": {"7a": 0.2306470411405071, "DP": 0.3317934753804855, "FST": 0.24266165394773911, "LIP": 0.3791343871826437, "MIP": 0.345394264212165, "MSTd": 0.345394264212165, "MSTl": 0.345394264212165, "MT": 0.4741086898197289, "V1": 0.8642589131334557, "V2": 0.664819185499987, "V3": 0.664819185499987, "V4": 0.511183022022283, "VIP": 0.345394264212165, "VP": 0.664819185499987}, "MT": {"7a": 0.20514417151891692, "46": 0.2079858130256918, "CITv": 0.2262644296613191, "DP": 0.3009622802995952, "FEF": 0.2762308513985713, "FST": 0.2163924357522115, "LIP": 0.34663413513815555, "MIP": 0.31403189331661385, "MSTd": 0.31403189331661385, "MSTl": 0.31403189331661385, "PIP": 0.31403189331661385, "PO": 0.31403189331661385, "STPp": 0.2163924357522115, "V1": 0.8444668131657768, "V2": 0.6326887550282241, "V3": 0.6326887550282241, "V3A": 0.4058308482690615, "V4": 0.47662208079615176, "V4t": 0.4359767813039983, "VIP": 0.31403189331661385, "VP": 0.6326887550282241}, "V4t": {"7a": 0.2078731885766554, "46": 0.2107370269407612, "FST": 0.21920773435266425, "MSTd": 0.31743250009665086, "MT": 0.44351992011019076, "V2": 0.6362850677254202, "V3": 0.6362850677254202, "V4": 0.4804317628197222}, "V4": {"7a": 0.4232641237436804, "46": 0.1823592393657686, "AITv": 0.29966645, "CITd": 0.23457694666666673, "CITv": 0.2996664499999999, "DP": 0.2538615627727568, "FEF": 0.6525620966666666, "FST": 0.2345769466666667, "LIP": 0.24640913666666664, "MT": 0.4203839134858612, "PIP": 0.6991783852090286, "PITd": 0.29129667122990904, "PITv": 0.29280809982084094, "PO": 0.9296867466666666, "TF": 0.41928092775890013, "TH": 0.6746721308204547, "V1": 0.8605949687186175, "V2": 0.8946774848445085, "V3": 0.8106335742703666, "V3A": 0.6995602901668315, "V4t": 0.44856999000000003, "VIP": 0.24640913666666667, "VOT": 0.29207236355152044, "VP": 0.39992316913597753, "MDP": 0.28182290248104663, "MSTd": 0.4352943409457222, "MIP": 0.28182290248104663, "MSTl": 0.233633950099824, "STPp": 0.0, "STPa": 0.1901303816478059, "AITd": 0.2996664499999999}, "PO": {"7a": 0.31187356990740184, "DP": 0.425126660792947, "FEF": 0.3969553786481969, "LIP": 0.4754470637035422, "MDP": 0.4397456164544487, "MIP": 0.4397456164544487, "MSTd": 0.4397456164544487, "MSTl": 0.4397456164544487, "MT": 0.5719047029350985, "PIP": 0.4397456164544487, "V1": 0.9108207897240361, "V2": 0.749151726197644, "V3": 0.749151726197644, "V3A": 0.5376665672762394, "V4t": 0.5681484209786033, "VIP": 0.4397456164544487, "VP": 0.749151726197644}, "VOT": {"V2": 0.6515582171973071, "VP": 0.6515582171973071}, "DP": {"7a": 0.3569152409933993, "46": 0.32873489289592567, "FEF": 0.5164609, "LIP": 0.36808971, "MSTd": 0.359307158192874, "PIP": 0.7224508243801265, "PO": 0.91499421, "STPp": 0.0, "V2": 0.8284911256892572, "V3A": 0.7225151175175789, "V4": 0.502791527151495, "VP": 0.5036956237929567, "PITv": 0.16385097434860155, "MDP": 0.4544472048222968, "V4t": 0.4812295, "V1": 0.91499421, "MIP": 0.4544472048222968, "AITv": 0.16666665999999997, "VIP": 0.36808971, "FST": 0.26638557999999996, "MT": 0.4764831936322133, "MSTl": 0.2919336871009218, "TF": 0.4477395966573806, "V3": 0.887729957296875, "CITv": 0.16666665999999997, "STPa": 0.33928533532425265, "TH": 0.47371497212186886, "VOT": 0.4978915580368853, "AITd": 0.16666665999999994, "PITd": 0.4306777609068619, "CITd": 0.26638558}, "MIP": {"7a": 0.31187356990740184, "LIP": 0.4754470637035422, "PO": 0.4397456164544487, "V2": 0.749151726197644, "V3A": 0.5376665672762394}, "MDP": {}, "MSTd": {"7a": 0.44486240562524343, "46": 0.3154038868555226, "DP": 0.8352353799814716, "FEF": 0.6273571799011722, "FST": 0.28586558000000006, "LIP": 0.52910535, "MT": 0.285560720530831, "PO": 0.94168235, "STPp": 0.05016722, "TF": 0.6059730506644079, "V2": 0.8875577521323456, "V3": 0.9072129777530921, "V3A": 0.8681135828616146, "VIP": 0.52910535, "VP": 0.6210356415152859, "PITv": 0.2981900252191592, "MDP": 0.4397456164544487, "V1": 0.9097885214665646, "MIP": 0.4397456164544487, "AITv": 0.2078664, "PIP": 0.8680375753748741, "MSTl": 0.2812370526681836, "V4": 0.6120145117230196, "CITv": 0.20786640000000003, "STPa": 0.3257802492365629, "TH": 0.6589031753555138, "VOT": 0.48008040500394433, "AITd": 0.20786640000000003, "PITd": 0.31125558595064046, "CITd": 0.28586558}, "VIP": {"7a": 0.31187356990740184, "46": 0.3154038868555226, "FEF": 0.3969553786481969, "FST": 0.3257802492365629, "LIP": 0.4754470637035422, "MDP": 0.4397456164544487, "MIP": 0.4397456164544487, "MSTd": 0.4397456164544487, "MSTl": 0.4397456164544487, "MT": 0.5719047029350985, "PIP": 0.4397456164544487, "PO": 0.4397456164544487, "STPp": 0.3257802492365629, "V2": 0.749151726197644, "V3": 0.749151726197644, "V3A": 0.5376665672762394, "V4": 0.6080369758634977, "V4t": 0.5681484209786033, "VP": 0.749151726197644}, "LIP": {"7a": 0.28076284141826424, "46": 0.2841284860076212, "DP": 0.390189400203489, "FEF": 0.362694437412613, "FST": 0.29403822928836465, "MDP": 0.40452785345081144, "MIP": 0.40452785345081144, "MSTd": 0.40452785345081144, "MT": 0.5363312838211267, "PIP": 0.40452785345081144, "PO": 0.40452785345081144, "STPp": 0.29403822928836465, "V2": 0.7196467830007919, "V3": 0.7196467830007919, "V3A": 0.5018058412911562, "V4": 0.573062361443146, "V4t": 0.5325302918019821, "VIP": 0.40452785345081144, "VP": 0.7196467830007919}, "PITv": {"7a": 0.21980894609736484, "AITd": 0.24175822798053087, "AITv": 0.24175822798053087, "CITd": 0.24175822798053087, "CITv": 0.24175822798053087, "FST": 0.23150869224939957, "LIP": 0.365469778336114, "MT": 0.4597488319767691, "STPp": 0.23150869224939957, "TF": 0.3027748504611968, "TH": 0.19454931004337409, "V2": 0.6515582171973071, "V4": 0.49677433132557947, "V4t": 0.4559549345314889, "VOT": 0.4397456164544487, "VP": 0.6515582171973071}, "PITd": {"7a": 0.21980894609736484, "FST": 0.23150869224939957, "MT": 0.4597488319767691, "STPp": 0.23150869224939957, "V2": 0.6515582171973071, "V4": 0.49677433132557947, "V4t": 0.4559549345314889, "VOT": 0.4397456164544487, "VP": 0.6515582171973071}, "AITv": {"CITd": 0.4397456164544487, "CITv": 0.4397456164544487, "PITd": 0.6544746643053295, "PITv": 0.6544746643053295, "TF": 0.5130062065154856, "TH": 0.3774407149467103, "V4": 0.7057317983155025}, "MSTl": {"7a": 0.31187356990740184, "46": 0.3154038868555226, "DP": 0.425126660792947, "FEF": 0.3969553786481969, "FST": 0.3257802492365629, "LIP": 0.4754470637035422, "MT": 0.5719047029350985, "PO": 0.4397456164544487, "STPp": 0.3257802492365629, "V1": 0.9108207897240361, "V2": 0.749151726197644, "V3A": 0.5376665672762394, "V4t": 0.5681484209786033, "VIP": 0.4397456164544487}, "FST": {"7a": 0.42443302964932406, "46": 0.4283372333963633, "CITv": 0.45288136231295556, "DP": 0.5442655594117083, "FEF": 0.5154533480763229, "LIP": 0.594213477151346, "MSTd": 0.5589734213408636, "MSTl": 0.5589734213408636, "MT": 0.6848151869041003, "STPp": 0.4397456164544487, "TF": 0.5262461396949784, "V2": 0.8344259484773664, "V3": 0.8344259484773664, "V3A": 0.6534080536187905, "V4": 0.7170795468774352, "V4t": 0.6814092972055, "VIP": 0.5589734213408636, "VP": 0.8344259484773664}, "CITv": {"AITd": 0.4397456164544487, "AITv": 0.4397456164544487, "MT": 0.6729152169546991, "PITd": 0.6544746643053295, "PITv": 0.6544746643053295, "TF": 0.5130062065154856, "V2": 0.826025395583821, "V4": 0.7057317983155025, "V4t": 0.669456888813816, "V1": 0.9465819449520904, "V3A": 0.6410656305130789, "VP": 0.826025395583821, "MSTd": 0.5458319856708994, "PO": 0.5458319856708994, "7a": 0.4114584896417437, "VIP": 0.5458319856708994, "46": 0.4153365490462339, "PIP": 0.5458319856708994, "FST": 0.4266758765307271, "LIP": 0.5812795053424596, "MSTl": 0.5458319856708994, "V3": 0.826025395583821, "STPp": 0.4266758765307271, "STPa": 0.4266758765307271, "TH": 0.3774407149467103, "VOT": 0.6544746643053295, "FEF": 0.5022006131674926, "DP": 0.531068720161679, "CITd": 0.4397456164544487}, "CITd": {"V4": 0.7057317983155025}, "7a": {"46": 0.443675163086642, "AITd": 0.46834387056913884, "CITv": 0.46834387056913884, "DP": 0.5596718210193434, "FEF": 0.5309653576659095, "FST": 0.45514888874900034, "LIP": 0.6092437172723907, "MDP": 0.5742944358234963, "MIP": 0.5742944358234963, "MSTd": 0.5742944358234963, "MSTl": 0.5742944358234963, "MT": 0.6985232422376585, "PIP": 0.5742944358234963, "PO": 0.5742944358234963, "STPa": 0.45514888874900034, "STPp": 0.45514888874900034, "TF": 0.5417280230142912, "TH": 0.40515398450884493, "V2": 0.8439331894156354, "V3": 0.8439331894156354, "V3A": 0.6676703062854825, "V4": 0.7301077109056936, "V4t": 0.6951825087343344, "VIP": 0.5742944358234963, "VP": 0.8439331894156354, "PITv": 0.6806832403963549, "V1": 0.9539824713073445, "AITv": 0.46834387056913884, "VOT": 0.6806832403963549, "PITd": 0.6806832403963549, "CITd": 0.46834387056913884}, "STPp": {"7a": 0.42443302964932406, "46": 0.4283372333963633, "CITv": 0.45288136231295556, "FEF": 0.5154533480763229, "FST": 0.4397456164544487, "MSTd": 0.5589734213408636, "MSTl": 0.5589734213408636, "MT": 0.6848151869041003, "STPa": 0.4397456164544487, "TF": 0.5262461396949784, "TH": 0.3901300859940757, "V2": 0.8344259484773664, "V4": 0.7170795468774352, "V4t": 0.6814092972055, "PITv": 0.6666418222423477, "MDP": 0.5589734213408636, "V1": 0.9500983377771388, "V3A": 0.6534080536187905, "VP": 0.8344259484773664, "MIP": 0.5589734213408636, "PO": 0.5589734213408636, "AITv": 0.45288136231295556, "VIP": 0.5589734213408636, "PIP": 0.5589734213408636, "LIP": 0.594213477151346, "V3": 0.8344259484773664, "AITd": 0.45288136231295556, "VOT": 0.6666418222423477, "DP": 0.5442655594117083, "PITd": 0.6666418222423477, "CITd": 0.45288136231295556}, "STPa": {"7a": 0.42443302964932406, "46": 0.4283372333963633, "STPp": 0.4397456164544487, "TF": 0.5262461396949784, "TH": 0.3901300859940757, "PITv": 0.6666418222423477, "V4t": 0.6814092972055, "V1": 0.9500983377771388, "VP": 0.8344259484773664, "MSTd": 0.5589734213408636, "PO": 0.5589734213408636, "AITv": 0.45288136231295556, "VIP": 0.5589734213408636, "FST": 0.4397456164544487, "LIP": 0.594213477151346, "MT": 0.6848151869041003, "MSTl": 0.5589734213408636, "V3": 0.8344259484773664, "V4": 0.7170795468774352, "CITv": 0.45288136231295556, "V2": 0.8344259484773664, "VOT": 0.6666418222423477, "AITd": 0.45288136231295556, "FEF": 0.5154533480763229, "DP": 0.5442655594117083, "PITd": 0.6666418222423477, "CITd": 0.45288136231295556}, "FEF": {"7a": 0.3516293974131231, "46": 0.35533041409939803, "AITd": 0.3787579272123091, "CITv": 0.3787579272123091, "FST": 0.3661852703855369, "LIP": 0.5191568217929547, "MSTd": 0.48325225451521486, "MSTl": 0.48325225451521486, "MT": 0.6144158201881944, "PO": 0.48325225451521486, "STPp": 0.3661852703855369, "V2": 0.7827293680977521, "V3": 0.7827293680977521, "V3A": 0.5808929113039869, "V4": 0.6494469737044479, "V4t": 0.6107535641856292, "VIP": 0.48325225451521486, "VP": 0.7827293680977521, "PITv": 0.5949508734340588, "MDP": 0.48325225451521486, "V1": 0.9272273846670287, "MIP": 0.48325225451521486, "AITv": 0.3787579272123091, "PIP": 0.48325225451521486, "TF": 0.45045065681875274, "STPa": 0.3661852703855369, "TH": 0.319413423745837, "VOT": 0.5949508734340588, "DP": 0.4684472210714786, "PITd": 0.5949508734340588, "CITd": 0.3787579272123091}, "46": {"7a": 0.4358219970859884, "AITd": 0.46438597533050835, "CITv": 0.46438597533050835, "DP": 0.5557414275321807, "FEF": 0.5270038247288525, "LIP": 0.6054163293692177, "MT": 0.6950448469649315, "STPa": 0.45120425795166497, "STPp": 0.45120425795166497, "TF": 0.5377757373505233, "TH": 0.4012994082965777, "V2": 0.8415379443445309, "V4": 0.7268063099411157, "VIP": 0.5703878991437041, "PITv": 0.6771176328311563, "MDP": 0.5703878991437041, "V4t": 0.6916870936512598, "V1": 0.953013524197034, "V3A": 0.6640467174085998, "VP": 0.8415379443445309, "MSTd": 0.5703878991437041, "MIP": 0.5703878991437041, "PO": 0.5703878991437041, "AITv": 0.46438597533050835, "PIP": 0.5703878991437041, "FST": 0.45120425795166497, "MSTl": 0.5703878991437041, "V3": 0.8415379443445309, "VOT": 0.6771176328311563, "PITd": 0.6771176328311563, "CITd": 0.46438597533050835}, "TF": {"7a": 0.3416307811243306, "46": 0.3452929507529249, "AITv": 0.3684973073841186, "CITv": 0.3684973073841186, "FEF": 0.42908445348136853, "FST": 0.35603954622911427, "LIP": 0.5083556917571386, "MT": 0.6040158814464341, "STPa": 0.35603954622911427, "STPp": 0.35603954622911427, "TH": 0.3097951619855184, "V2": 0.7746813206878705, "V3": 0.7746813206878705, "V3A": 0.5702799471915022, "V4": 0.6393554551781233, "VP": 0.7746813206878705}, "TH": {"7a": 0.47480376159200716, "46": 0.47876905627078103, "AITv": 0.5035828308582835, "FEF": 0.5659653164601144, "STPa": 0.4903272366306628, "STPp": 0.4903272366306628, "TF": 0.5765998675976063, "V2": 0.86415297954125, "V4": 0.7585211182027408}, "AITd": {"7a": 0.4114584896417437, "46": 0.4153365490462339, "CITd": 0.4397456164544487, "CITv": 0.4397456164544487, "FEF": 0.5022006131674926, "PITd": 0.6544746643053295, "STPa": 0.4266758765307271, "TF": 0.5130062065154856, "TH": 0.3774407149467103}}, "SLN_Data_FV91": {"MSTd": {"V1": 0.9097885214665646, "V2": 0.8875577521323456, "PO": 0.94168235, "TF": 0.6059730506644079, "TH": 0.6589031753555138, "PIP": 0.8680375753748741, "V4": 0.6120145117230196, "V3": 0.9072129777530921, "MSTd": 0.16862906228337676, "V3A": 0.8681135828616146, "VP": 0.6210356415152859, "DP": 0.8352353799814716, "7a": 0.44486240562524343, "PITd": 0.31125558595064046, "VOT": 0.48008040500394433, "VIP": 0.52910535, "LIP": 0.52910535, "STPp": 0.05016722, "MSTl": 0.2812370526681836, "MT": 0.285560720530831, "FST": 0.28586558000000006, "CITd": 0.28586558, "PITv": 0.2981900252191592, "AITd": 0.20786640000000003, "CITv": 0.20786640000000003, "AITv": 0.2078664, "FEF": 0.6273571799011722}, "V4": {"PO": 0.9296867466666666, "TF": 0.41928092775890013, "TH": 0.6746721308204547, "PIP": 0.6991783852090286, "V4": 0.35531495687884207, "V1": 0.8605949687186175, "V3": 0.8106335742703666, "V2": 0.8946774848445085, "MSTd": 0.4352943409457222, "V3A": 0.6995602901668315, "VP": 0.39992316913597753, "DP": 0.2538615627727568, "7a": 0.4232641237436804, "PITd": 0.29129667122990904, "VOT": 0.29207236355152044, "VIP": 0.24640913666666667, "LIP": 0.24640913666666664, "STPp": 0.0, "MSTl": 0.233633950099824, "MT": 0.4203839134858612, "FST": 0.2345769466666667, "CITd": 0.23457694666666673, "V4t": 0.44856999000000003, "AITd": 0.2996664499999999, "CITv": 0.2996664499999999, "AITv": 0.29966645, "PITv": 0.29280809982084094, "FEF": 0.6525620966666666}, "V1": {"PO": 0.404565065, "TF": 0.2856816827665948, "TH": 0.38953751737398074, "PIP": 0.00676816232675885, "V4": 0.22741361375468427, "V1": 0.404565065, "V3": 0.38394614661004506, "V2": 0.4007722176652155, "MSTd": 0.10606161761701319, "V3A": 0.006840776179282866, "VP": 0.2411506010095163, "DP": 0.06666331317758761, "7a": 0.13194421498048362, "PITd": 0.11926319973629251, "VOT": 0.13606147826236337, "VIP": 0.001953125, "LIP": 0.001953125, "STPp": 0.03868900250000001, "MSTl": 0.015780545587622773, "MT": 0.17512874899425246, "FST": 0.017777577500000002, "CITd": 0.017777577500000002, "V4t": 0.181545865, "PITv": 0.06536264773862561, "AITd": 0.01173693, "CITv": 0.01173693, "AITv": 0.01173693, "FEF": 0.12220022250000001}, "V2": {"V1": 0.7359601200000001, "V2": 0.5864300202496507, "TF": 0.25254592441901647, "PIP": 0.21467556119098472, "V3A": 0.2159478233405306, "VP": 0.25842434280049886, "V4": 0.2541399406855286, "V3": 0.31951689276600775, "DP": 0.11861750167939675, "7a": 0.2473485547389337, "PITd": 0.22234497210587106, "VOT": 0.22762425945260104, "VIP": 0.04916586000000001, "LIP": 0.04916585999999999, "STPp": 0.0, "MSTd": 0.23701435042788077, "MSTl": 0.06238784920796942, "MT": 0.26510935220880993, "FST": 0.07046779333333333, "CITd": 0.07046779333333335, "V4t": 0.26864967000000006, "PITv": 0.07596815828333246, "AITd": 0.03237627, "CITv": 0.03237627, "AITv": 0.03237627, "TH": 0.010029086666666668, "FEF": 0.20729421976778806}, "DP": {"PO": 0.91499421, "TF": 0.4477395966573806, "TH": 0.47371497212186886, "PIP": 0.7224508243801265, "V4": 0.502791527151495, "V1": 0.91499421, "V3": 0.887729957296875, "V2": 0.8284911256892572, "MSTd": 0.359307158192874, "V3A": 0.7225151175175789, "VP": 0.5036956237929567, "DP": 0.46428641987840946, "7a": 0.3569152409933993, "PITd": 0.4306777609068619, "VOT": 0.4978915580368853, "VIP": 0.36808971, "LIP": 0.36808971, "STPp": 0.0, "MSTl": 0.2919336871009218, "MT": 0.4764831936322133, "FST": 0.26638557999999996, "CITd": 0.26638558, "V4t": 0.4812295, "PITv": 0.16385097434860155, "AITd": 0.16666665999999994, "CITv": 0.16666665999999997, "AITv": 0.16666665999999997, "FEF": 0.5164609}}, "FLN_Data_FV91": {"V1": {"PO": 0.00732, "TF": 0.031515354, "TH": 0.0251198676, "PIP": 0.0011189715999999998, "V4": 0.10954549659999999, "V3": 0.023208176, "V2": 0.5977878200000001, "MSTd": 0.009428104000000001, "V3A": 0.0015919234, "VP": 0.025739616000000003, "DP": 0.0010145062, "7a": 0.0082967068, "PITd": 0.012291986738000001, "VOT": 0.011115732, "VIP": 0.0005227172, "LIP": 0.000407667, "STPa": 0.00062455239, "STPp": 0.0017661359199999996, "MSTl": 0.0018131874, "FST": 0.0024128178, "AITd": 0.0011806956020000002, "CITd": 0.0015557495139999996, "MT": 0.017819879999999993, "V4t": 0.010355839999999998, "PITv": 0.008508000268, "AITv": 0.0019543028, "CITv": 0.0031682135119999997, "FEF": 0.000192719624, "46": 6.56082e-07}, "V2": {"V1": 0.719374, "TF": 0.021752519333333328, "PIP": 0.0016004779333333335, "V3A": 0.0027763386666666665, "VP": 0.030574433333333335, "V4": 0.10780030110000002, "V3": 0.005494763999999998, "DP": 0.0006935116333333333, "7a": 0.003920323266666667, "PITd": 0.00645689953, "VOT": 0.005428937, "VIP": 0.00043936193333333335, "LIP": 0.0003024266666666667, "MDP": 7.533e-06, "PO": 9.915666666666666e-06, "MIP": 6.448e-06, "STPp": 0.0001565191266666667, "STPa": 6.775063e-05, "MSTd": 0.0035983412133333333, "MSTl": 0.0004045919666666667, "FST": 0.0005781431133333334, "AITd": 0.00011696018333333336, "CITd": 0.00015839591000000003, "MT": 0.010586940999999999, "V4t": 0.006289066666666667, "PITv": 0.0012713125800000002, "TH": 0.0004302408, "AITv": 0.0004452911, "CITv": 0.0007957710533333331, "FEF": 0.00011400506666666668}, "V4": {"V1": 0.03265630666666667, "V2": 0.25016898013333333, "PO": 0.002687799166666667, "TF": 0.052711999999999995, "TH": 0.012389706666666667, "PIP": 0.002219050266666667, "V3": 0.018678131733333336, "MSTd": 0.005856831066666667, "V3A": 0.0036355771333333336, "VP": 0.02896426666666667, "DP": 0.0010129916, "7a": 0.0070245596, "PITd": 0.05751595333333334, "VIP": 0.0017124856666666669, "LIP": 0.0013945623333333334, "STPa": 0.0020584594000000005, "STPp": 0.0006447129666666667, "MSTl": 0.005235169433333332, "FST": 0.009160531999999997, "AITd": 0.011051566, "CITd": 0.012193617333333332, "MT": 0.021604643499999996, "V4t": 0.011346133333333331, "PITv": 0.08069382666666668, "VOT": 0.04640013333333332, "AITv": 0.028120480000000003, "CITv": 0.08528930666666668, "46": 0.00020951288, "FEF": 0.0034942574533333333, "MIP": 3.755333333333333e-07, "MDP": 1.9494333333333333e-06}, "FEF": {"PO": 0.0019396929999999997, "TF": 0.0011607034433333333, "TH": 0.00016265508666666668, "PIP": 0.0015277950666666667, "V4": 0.004977958576666667, "V1": 0.00022920966666666672, "V3": 0.00037832696666666664, "V2": 0.0026317330000000002, "MSTd": 0.0092838776, "V3A": 0.00030441690000000004, "VP": 0.0009217902500000001, "PITd": 0.002460433963333334, "VOT": 0.00025604022, "DP": 0.0007984183666666667, "7a": 0.004013115566666667, "VIP": 0.005299874766666666, "LIP": 0.0039942541000000005, "MIP": 0.001530742066666667, "MDP": 0.0031931584000000008, "STPa": 0.0020900494333333333, "STPp": 0.027672489399999996, "MSTl": 0.001190899, "FST": 0.0016546871, "MT": 0.0022583639999999997, "CITd": 0.00028953729, "V4t": 0.0012444373333333333, "PITv": 0.00021049071, "AITd": 0.00011194493333333333, "AITv": 0.00010364666, "CITv": 0.00010565765666666668, "46": 0.1895018566666667}, "7a": {"V1": 2.03353e-05, "V2": 0.0004819565000000001, "PO": 0.019530515, "TF": 0.0347868766, "TH": 0.00023084030000000003, "PIP": 0.011194674, "V4": 0.0095445104, "V3": 1.7328000000000002e-06, "MSTd": 0.08197936960000002, "DP": 0.0140701901, "V3A": 5.58706e-05, "PITd": 0.007615705600000001, "VOT": 0.0008113, "VP": 0.0006863600000000001, "VIP": 0.0489402158, "LIP": 0.040764316, "MIP": 0.017571071599999995, "MDP": 0.024250399999999995, "STPa": 0.007041039999999999, "STPp": 0.0605408629, "MSTl": 0.013092799999999998, "FST": 0.00594815, "AITd": 0.001156032, "CITd": 0.0026997239999999997, "MT": 0.0011731722, "V4t": 9.539200000000002e-06, "PITv": 0.014191047999999998, "AITv": 0.015436940199999999, "CITv": 0.012528181999999999, "FEF": 0.014788873000000001, "46": 0.014181229799999999}, "DP": {"V1": 0.007304985799999999, "V2": 0.0868778232, "PO": 0.022935904999999993, "TF": 0.06188520200000001, "TH": 0.006924548, "PIP": 0.031740154, "V4": 0.265129002, "V3": 0.00384, "MSTd": 0.044096166400000004, "V3A": 0.020889140000000004, "VP": 0.06324947, "7a": 0.12170417, "PITd": 0.027323034000000003, "VOT": 0.010269784, "VIP": 0.009584543999999999, "LIP": 0.0064203, "MIP": 0.01056964, "MDP": 0.010851755000000001, "STPa": 0.0004850526, "STPp": 0.0005674942999999999, "MSTl": 0.005852022, "FST": 0.0030646910000000005, "AITd": 0.0003074472, "CITd": 0.0007696679999999999, "MT": 0.048233399999999996, "V4t": 0.028512000000000003, "PITv": 0.0048909, "AITv": 0.0054317116, "CITv": 0.0043738349999999995, "FEF": 0.0023306253, "46": 0.0011283134999999999}, "STPa": {"PO": 1.6968e-06, "TF": 0.01044059712, "TH": 0.00370067704, "PIP": 0.0, "V4": 2.16198e-05, "V1": 2.9014879999999998e-05, "V3": 1.584e-07, "V2": 3.010232e-05, "MSTd": 0.0188856368, "PITd": 0.0033370486800000003, "VOT": 1.237424e-05, "VP": 7.814400000000001e-07, "DP": 2.9721799999999997e-05, "7a": 0.006960793999999999, "VIP": 4.5480000000000005e-05, "LIP": 3.792000000000001e-05, "STPp": 0.30555149480000005, "MSTl": 0.007341100000000001, "FST": 0.0157761, "AITd": 0.025548469999999997, "CITd": 0.00680838, "MT": 0.0002621412, "V4t": 2.3232000000000005e-06, "PITv": 0.0008363146, "AITv": 0.0024953279999999998, "CITv": 0.0014250989999999998, "46": 0.014112841500000002, "FEF": 0.0010566697000000001}, "STPp": {"V4": 0.00041431336666666673, "PITd": 0.0011464076, "V2": 0.0005494173333333333, "V1": 0.0006513901333333334, "TH": 0.002792431666666667, "VIP": 0.003604891736666667, "7a": 0.03231078781333333, "DP": 0.0008150314333333333, "LIP": 0.0029458097466666675, "STPa": 0.0463087638, "MSTd": 0.07750212466666667, "MSTl": 0.008363258666666666, "FST": 0.0029582593, "AITd": 0.00045012213333333326, "CITd": 0.0007336893666666667, "MT": 0.0005119500000000001, "V4t": 4.476266666666667e-05, "AITv": 0.00024408833333333332, "CITv": 0.00028173233333333335, "VOT": 3.2250000000000005e-05, "PITv": 0.00017818766666666665, "TF": 0.0077603151333333325, "PO": 1.9194299999999993e-05, "46": 0.006187686136666667, "FEF": 0.0027500169733333333, "PIP": 0.0006357816999999999, "V3": 4.158199999999999e-06, "V3A": 0.0001946754, "VP": 8.875213333333334e-05, "MDP": 1.0888033333333335e-05, "MIP": 1.0488666666666666e-06}, "CITv": {"PO": 1.77256e-06, "TF": 0.03182241, "TH": 0.0041587257, "PIP": 0.000142787, "V4": 0.0709605166, "V1": 3.07546e-05, "V3": 4.4818000000000004e-05, "V2": 0.00166803487, "MSTd": 8.492860000000002e-06, "V3A": 0.00020133600000000004, "VP": 0.012700080000000002, "DP": 0.0002021464, "7a": 0.0016731169699999997, "PITd": 0.0955115232, "VOT": 0.037845000000000004, "VIP": 0.00107708, "LIP": 0.00089439, "STPa": 0.005788337000000001, "STPp": 0.00013233991, "MSTl": 0.00023593203999999998, "FST": 0.0020013619999999996, "AITd": 0.1731416, "CITd": 0.10012099999999997, "MT": 9.8895e-05, "V4t": 2.64e-06, "PITv": 0.04409120000000001, "AITv": 0.12012400000000001, "FEF": 0.010091085640000002, "46": 0.0021442090000000002}, "46": {"TF": 0.00023437925, "PIP": 1.3434800000000002e-05, "V3A": 3.5756000000000005e-06, "VP": 5.0537e-06, "V4": 5.4178949999999994e-05, "V3": 4.477375e-05, "V2": 0.00099948935, "DP": 0.0005022087000000001, "7a": 0.009070648600000002, "VIP": 0.0030687705, "LIP": 0.0025490456000000004, "MDP": 0.00010807840000000002, "PO": 7.39644e-05, "MIP": 1.8074200000000004e-05, "STPa": 0.0033303452000000007, "STPp": 0.009455807400000002, "MSTd": 0.0009848546000000005, "MSTl": 0.0007123987000000001, "FST": 0.00237433, "AITd": 0.005064239399999999, "CITd": 0.0051180683, "MT": 4.3527e-06, "PITd": 0.0031302532999999996, "TH": 6.31086e-05, "AITv": 0.00015379490000000002, "CITv": 0.0013516526999999996, "VOT": 3.4511e-06, "PITv": 0.0002622428, "FEF": 0.12080655639999999, "V1": 0.00010192, "V4t": 1.4608e-06}, "MSTd": {"V1": 0.02872964328, "V2": 0.14120797318999997, "PO": 0.00119106314, "TF": 0.06385009, "TH": 0.00618325579, "PIP": 0.014145930179999999, "V4": 0.34126389999999995, "V3": 0.013097999999999999, "V3A": 0.020916080000000004, "VP": 0.07663900000000001, "DP": 0.014847490000000001, "7a": 0.004676075, "PITd": 0.12423347000000001, "VOT": 0.021822499999999998, "VIP": 0.009725760000000002, "LIP": 0.007245720000000001, "MIP": 1.33392e-06, "MDP": 8.314200000000001e-07, "STPa": 0.0021726988, "STPp": 0.0026488431199999996, "MSTl": 0.01104449, "FST": 0.01762035, "AITd": 0.00425251, "CITd": 0.00940632, "MT": 0.00558822, "PITv": 0.01629822, "AITv": 0.0058828, "CITv": 0.01248798, "FEF": 0.0028822971000000003, "46": 6.20149e-05}, "VP": {}, "V3": {}, "PIP": {}, "V3A": {}, "MT": {}, "V4t": {}, "PO": {}, "VOT": {}, "MIP": {}, "MDP": {}, "VIP": {}, "LIP": {}, "PITv": {}, "PITd": {}, "AITv": {}, "MSTl": {}, "FST": {}, "CITd": {}, "TF": {}, "TH": {}, "AITd": {}}, "FLN_completed": {"V1": {"PO": 0.00732, "TF": 0.031515354, "TH": 0.0251198676, "PIP": 0.0011189715999999998, "V4": 0.10954549659999999, "V3": 0.023208176, "V2": 0.5977878200000001, "MSTd": 0.009428104000000001, "V3A": 0.0015919234, "VP": 0.025739616000000003, "DP": 0.0010145062, "7a": 0.0082967068, "PITd": 0.012291986738000001, "VOT": 0.011115732, "VIP": 0.0005227172, "LIP": 0.000407667, "STPa": 0.00062455239, "STPp": 0.0017661359199999996, "MSTl": 0.0018131874, "FST": 0.0024128178, "AITd": 0.0011806956020000002, "CITd": 0.0015557495139999996, "MT": 0.017819879999999993, "V4t": 0.010355839999999998, "PITv": 0.008508000268, "AITv": 0.0019543028, "CITv": 0.0031682135119999997, "FEF": 0.000192719624, "46": 6.56082e-07, "external": 0.0}, "V2": {"V1": 0.719374, "TF": 0.021752519333333328, "PIP": 0.0016004779333333335, "V3A": 0.0027763386666666665, "VP": 0.030574433333333335, "V4": 0.10780030110000002, "V3": 0.005494763999999998, "DP": 0.0006935116333333333, "7a": 0.003920323266666667, "PITd": 0.00645689953, "VOT": 0.005428937, "VIP": 0.00043936193333333335, "LIP": 0.0003024266666666667, "MDP": 7.533e-06, "PO": 9.915666666666666e-06, "MIP": 6.448e-06, "STPp": 0.0001565191266666667, "STPa": 6.775063e-05, "MSTd": 0.0035983412133333333, "MSTl": 0.0004045919666666667, "FST": 0.0005781431133333334, "AITd": 0.00011696018333333336, "CITd": 0.00015839591000000003, "MT": 0.010586940999999999, "V4t": 0.006289066666666667, "PITv": 0.0012713125800000002, "TH": 0.0004302408, "AITv": 0.0004452911, "CITv": 0.0007957710533333331, "FEF": 0.00011400506666666668, "46": 5.056234787738941e-05, "external": 0.002769274482736845}, "VP": {"7a": 0.001966574318848339, "DP": 0.0024756461209531136, "LIP": 0.0018548814372213482, "MSTd": 0.004174892925022077, "MT": 0.008293452698284402, "PIP": 0.004530947395055978, "TF": 0.00705236411780784, "V2": 0.00717581605963354, "V3A": 0.005137466728058192, "V4": 0.008567477824525566, "VIP": 0.002442567075962061, "VOT": 0.010505902036643833, "external": 0.0}, "V3": {"7a": 0.004674246831500541, "FST": 0.001678543003493744, "LIP": 0.0049843652643756075, "MSTd": 0.004926477098009895, "MT": 0.00733451210571452, "PIP": 0.013445388063019195, "TF": 0.001972570146235144, "V1": 0.008586428591530818, "V2": 0.005900422577201198, "V3A": 0.017879918293458957, "V4": 0.005452910062762763, "V4t": 0.0064882545931690865, "VIP": 0.005743942149742755, "VP": 0.004194632953905766, "external": 0.0}, "PIP": {"7a": 0.008621057407958396, "DP": 0.011162671737969579, "LIP": 0.00953663308985513, "MT": 0.009990570858078392, "V1": 0.00527818493705959, "V2": 0.004725558994582357, "V3": 0.013445388063019195, "V4": 0.005410030671440896, "VP": 0.004530947395055978, "external": 0.006721419057747149}, "V3A": {"7a": 0.00868247987997409, "DP": 0.015543435560302327, "FST": 0.002433014251653756, "LIP": 0.008517773248403361, "MIP": 0.007032378516660398, "MSTd": 0.007795706029440842, "MSTl": 0.0052012331547735356, "MT": 0.011026528667923917, "V1": 0.006635229529771761, "V2": 0.005672463185317145, "V3": 0.017879918293458957, "V4": 0.007596844403044716, "VIP": 0.009396080130381014, "VP": 0.005137466728058192, "external": 0.0}, "MT": {"7a": 0.007668578783559499, "46": 0.0002982264907871621, "CITv": 0.0038163017519338253, "DP": 0.0067985734994770045, "FEF": 0.0005936836670590779, "FST": 0.008971528370378384, "LIP": 0.007256401869854357, "MIP": 0.004627972542024091, "MSTd": 0.01449135961835989, "MSTl": 0.017852332108062183, "PIP": 0.009990570858078392, "PO": 0.005124127489289287, "STPp": 0.005741274636653619, "V1": 0.0034419775555150226, "V2": 0.004610708369380301, "V3": 0.00733451210571452, "V3A": 0.011026528667923917, "V4": 0.012266466578010995, "V4t": 0.022905029760814703, "VIP": 0.00941716871058578, "VP": 0.008293452698284402, "external": 0.010053373851418083}, "V4t": {"7a": 0.005758077370591879, "46": 0.0002258161213703737, "FST": 0.0075262122160688, "MSTd": 0.011356730621151199, "MT": 0.022905029760814703, "V2": 0.004346258427304073, "V3": 0.0064882545931690865, "V4": 0.014563486215169221, "external": 0.0}, "V4": {"V1": 0.03265630666666667, "V2": 0.25016898013333333, "PO": 0.002687799166666667, "TF": 0.052711999999999995, "TH": 0.012389706666666667, "PIP": 0.002219050266666667, "V3": 0.018678131733333336, "MSTd": 0.005856831066666667, "V3A": 0.0036355771333333336, "VP": 0.02896426666666667, "DP": 0.0010129916, "7a": 0.0070245596, "PITd": 0.05751595333333334, "VIP": 0.0017124856666666669, "LIP": 0.0013945623333333334, "STPa": 0.0020584594000000005, "STPp": 0.0006447129666666667, "MSTl": 0.005235169433333332, "FST": 0.009160531999999997, "AITd": 0.011051566, "CITd": 0.012193617333333332, "MT": 0.021604643499999996, "V4t": 0.011346133333333331, "PITv": 0.08069382666666668, "VOT": 0.04640013333333332, "AITv": 0.028120480000000003, "CITv": 0.08528930666666668, "46": 0.00020951288, "FEF": 0.0034942574533333333, "MIP": 3.755333333333333e-07, "MDP": 1.9494333333333333e-06, "external": 0.0}, "PO": {"7a": 0.004144248657410051, "DP": 0.005220646508186041, "FEF": 0.0001886114098855978, "LIP": 0.0048842515280058535, "MDP": 0.014405320247417218, "MIP": 0.020617646941670047, "MSTd": 0.004321736159726882, "MSTl": 0.0029108328936136986, "MT": 0.005124127489289287, "PIP": 0.015334961576419863, "V1": 0.003897505308584523, "V2": 0.002979802254013754, "V3": 0.008521681404942045, "V3A": 0.008186751962556745, "V4t": 0.003978868012995961, "VIP": 0.007279513913864154, "VP": 0.0025287698806870013, "external": 0.006542796226354337}, "VOT": {"V2": 0.00275414110376441, "VP": 0.010505902036643833, "external": 0.0}, "DP": {"V1": 0.007304985799999999, "V2": 0.0868778232, "PO": 0.022935904999999993, "TF": 0.06188520200000001, "TH": 0.006924548, "PIP": 0.031740154, "V4": 0.265129002, "V3": 0.00384, "MSTd": 0.044096166400000004, "V3A": 0.020889140000000004, "VP": 0.06324947, "7a": 0.12170417, "PITd": 0.027323034000000003, "VOT": 0.010269784, "VIP": 0.009584543999999999, "LIP": 0.0064203, "MIP": 0.01056964, "MDP": 0.010851755000000001, "STPa": 0.0004850526, "STPp": 0.0005674942999999999, "MSTl": 0.005852022, "FST": 0.0030646910000000005, "AITd": 0.0003074472, "CITd": 0.0007696679999999999, "MT": 0.048233399999999996, "V4t": 0.028512000000000003, "PITv": 0.0048909, "AITv": 0.0054317116, "CITv": 0.0043738349999999995, "FEF": 0.0023306253, "46": 0.0011283134999999999, "external": 0.004211451692517544}, "MIP": {"7a": 0.004628073242481961, "LIP": 0.005628643453612285, "PO": 0.020617646941670047, "V2": 0.002317741117550906, "V3A": 0.007032378516660398, "external": 0.010374993985500259}, "MDP": {"external": 0.011419607784729701}, "MSTd": {"V1": 0.02872964328, "V2": 0.14120797318999997, "PO": 0.00119106314, "TF": 0.06385009, "TH": 0.00618325579, "PIP": 0.014145930179999999, "V4": 0.34126389999999995, "V3": 0.013097999999999999, "V3A": 0.020916080000000004, "VP": 0.07663900000000001, "DP": 0.014847490000000001, "7a": 0.004676075, "PITd": 0.12423347000000001, "VOT": 0.021822499999999998, "VIP": 0.009725760000000002, "LIP": 0.007245720000000001, "MIP": 1.33392e-06, "MDP": 8.314200000000001e-07, "STPa": 0.0021726988, "STPp": 0.0026488431199999996, "MSTl": 0.01104449, "FST": 0.01762035, "AITd": 0.00425251, "CITd": 0.00940632, "MT": 0.00558822, "PITv": 0.01629822, "AITv": 0.0058828, "CITv": 0.01248798, "FEF": 0.0028822971000000003, "46": 6.20149e-05, "external": 0.0072490129352875}, "VIP": {"7a": 0.015446422673293946, "46": 0.0003458110186325523, "FEF": 0.0006773108120469758, "FST": 0.002979432398247835, "LIP": 0.019527396424842813, "MDP": 0.006218843583134815, "MIP": 0.00854479275972444, "MSTd": 0.012160526096505421, "MSTl": 0.006600939858094132, "MT": 0.00941716871058578, "PIP": 0.012547211081402667, "PO": 0.007279513913864154, "STPp": 0.0028081138130298814, "V2": 0.0023722199828714475, "V3": 0.005743942149742755, "V3A": 0.009396080130381014, "V4": 0.003911943716196138, "V4t": 0.006957528571384772, "VP": 0.002442567075962061, "external": 0.025685025786337367}, "LIP": {"7a": 0.0200256002116261, "46": 0.0002602252700827285, "DP": 0.014354121318509222, "FEF": 0.000521760134974346, "FST": 0.002253883895344027, "MDP": 0.0040408631174151345, "MIP": 0.005628643453612285, "MSTd": 0.010960695690248752, "MT": 0.007256401869854357, "PIP": 0.00953663308985513, "PO": 0.0048842515280058535, "STPp": 0.00244222691917776, "V2": 0.0019352055971065822, "V3": 0.0049843652643756075, "V3A": 0.008517773248403361, "V4": 0.0031585061105836834, "V4t": 0.005430465611173537, "VIP": 0.019527396424842813, "VP": 0.0018548814372213482, "external": 0.02010122555511015}, "PITv": {"7a": 0.001519128953463658, "AITd": 0.006359379280575416, "AITv": 0.007758145814052114, "CITd": 0.017478643524974677, "CITv": 0.015691806311089743, "FST": 0.01263496858298248, "LIP": 0.001285789125409984, "MT": 0.007004200569019747, "STPp": 0.003829466462804577, "TF": 0.009068192149592905, "TH": 0.005708336359028609, "V2": 0.0018379391047956878, "V4": 0.007007339925830216, "V4t": 0.0083415091788602, "VOT": 0.019379857366420852, "VP": 0.006643210862858017, "external": 0.0}, "PITd": {"7a": 0.002196946592552967, "FST": 0.012982843785615662, "MT": 0.010136691826050192, "STPp": 0.004493623560965627, "V2": 0.0019962868813370362, "V4": 0.009015562729701311, "V4t": 0.011986441343393476, "VOT": 0.016997572679928255, "VP": 0.0059050722299335764, "external": 0.0}, "AITv": {"CITd": 0.013892253195462468, "CITv": 0.015709600532818804, "PITd": 0.005118145751195346, "PITv": 0.007758145814052114, "TF": 0.006947301047502546, "TH": 0.005486718323377269, "V4": 0.0016643210932731807, "external": 0.0}, "MSTl": {"7a": 0.0063626815273536775, "46": 0.0005595505371621943, "DP": 0.0033814076993188254, "FEF": 0.0011101970110222973, "FST": 0.016643198599736588, "LIP": 0.005335978271267846, "MT": 0.017852332108062183, "PO": 0.0029108328936136986, "STPp": 0.011601763981185209, "V1": 0.0017709112924698136, "V2": 0.0027725710447628854, "V3A": 0.0052012331547735356, "V4t": 0.014647861481879191, "VIP": 0.006600939858094132, "external": 0.0072734106207775415}, "FST": {"7a": 0.002689233899127888, "46": 0.0007407465799992857, "CITv": 0.011714210291935324, "DP": 0.0015307752733108727, "FEF": 0.0013885197573829428, "LIP": 0.002253883895344027, "MSTd": 0.006848877340960466, "MSTl": 0.016643198599736588, "MT": 0.008971528370378384, "STPp": 0.011041563402888874, "TF": 0.01059563824406266, "V2": 0.0016679794532344961, "V3": 0.001678543003493744, "V3A": 0.002433014251653756, "V4": 0.005061550773625565, "V4t": 0.0075262122160688, "VIP": 0.002979432398247835, "VP": 0.004466681106251745, "external": 0.010332209959069458}, "CITv": {"PO": 1.77256e-06, "TF": 0.03182241, "TH": 0.0041587257, "PIP": 0.000142787, "V4": 0.0709605166, "V1": 3.07546e-05, "V3": 4.4818000000000004e-05, "V2": 0.00166803487, "MSTd": 8.492860000000002e-06, "V3A": 0.00020133600000000004, "VP": 0.012700080000000002, "DP": 0.0002021464, "7a": 0.0016731169699999997, "PITd": 0.0955115232, "VOT": 0.037845000000000004, "VIP": 0.00107708, "LIP": 0.00089439, "STPa": 0.005788337000000001, "STPp": 0.00013233991, "MSTl": 0.00023593203999999998, "FST": 0.0020013619999999996, "AITd": 0.1731416, "CITd": 0.10012099999999997, "MT": 9.8895e-05, "V4t": 2.64e-06, "PITv": 0.04409120000000001, "AITv": 0.12012400000000001, "FEF": 0.010091085640000002, "46": 0.0021442090000000002, "external": 0.00981041654023485}, "CITd": {"V4": 0.0041777466613098085, "external": 0.0}, "7a": {"V1": 2.03353e-05, "V2": 0.0004819565000000001, "PO": 0.019530515, "TF": 0.0347868766, "TH": 0.00023084030000000003, "PIP": 0.011194674, "V4": 0.0095445104, "V3": 1.7328000000000002e-06, "MSTd": 0.08197936960000002, "DP": 0.0140701901, "V3A": 5.58706e-05, "PITd": 0.007615705600000001, "VOT": 0.0008113, "VP": 0.0006863600000000001, "VIP": 0.0489402158, "LIP": 0.040764316, "MIP": 0.017571071599999995, "MDP": 0.024250399999999995, "STPa": 0.007041039999999999, "STPp": 0.0605408629, "MSTl": 0.013092799999999998, "FST": 0.00594815, "AITd": 0.001156032, "CITd": 0.0026997239999999997, "MT": 0.0011731722, "V4t": 9.539200000000002e-06, "PITv": 0.014191047999999998, "AITv": 0.015436940199999999, "CITv": 0.012528181999999999, "FEF": 0.014788873000000001, "46": 0.014181229799999999, "external": 0.02938506023105533}, "STPp": {"V4": 0.00041431336666666673, "PITd": 0.0011464076, "V2": 0.0005494173333333333, "V1": 0.0006513901333333334, "TH": 0.002792431666666667, "VIP": 0.003604891736666667, "7a": 0.03231078781333333, "DP": 0.0008150314333333333, "LIP": 0.0029458097466666675, "STPa": 0.0463087638, "MSTd": 0.07750212466666667, "MSTl": 0.008363258666666666, "FST": 0.0029582593, "AITd": 0.00045012213333333326, "CITd": 0.0007336893666666667, "MT": 0.0005119500000000001, "V4t": 4.476266666666667e-05, "AITv": 0.00024408833333333332, "CITv": 0.00028173233333333335, "VOT": 3.2250000000000005e-05, "PITv": 0.00017818766666666665, "TF": 0.0077603151333333325, "PO": 1.9194299999999993e-05, "46": 0.006187686136666667, "FEF": 0.0027500169733333333, "PIP": 0.0006357816999999999, "V3": 4.158199999999999e-06, "V3A": 0.0001946754, "VP": 8.875213333333334e-05, "MDP": 1.0888033333333335e-05, "MIP": 1.0488666666666666e-06, "external": 0.0169218564119172}, "STPa": {"PO": 1.6968e-06, "TF": 0.01044059712, "TH": 0.00370067704, "PIP": 0.0, "V4": 2.16198e-05, "V1": 2.9014879999999998e-05, "V3": 1.584e-07, "V2": 3.010232e-05, "MSTd": 0.0188856368, "PITd": 0.0033370486800000003, "VOT": 1.237424e-05, "VP": 7.814400000000001e-07, "DP": 2.9721799999999997e-05, "7a": 0.006960793999999999, "VIP": 4.5480000000000005e-05, "LIP": 3.792000000000001e-05, "STPp": 0.30555149480000005, "MSTl": 0.007341100000000001, "FST": 0.0157761, "AITd": 0.025548469999999997, "CITd": 0.00680838, "MT": 0.0002621412, "V4t": 2.3232000000000005e-06, "PITv": 0.0008363146, "AITv": 0.0024953279999999998, "CITv": 0.0014250989999999998, "46": 0.014112841500000002, "FEF": 0.0010566697000000001, "external": 0.021379975066850528}, "FEF": {"PO": 0.0019396929999999997, "TF": 0.0011607034433333333, "TH": 0.00016265508666666668, "PIP": 0.0015277950666666667, "V4": 0.004977958576666667, "V1": 0.00022920966666666672, "V3": 0.00037832696666666664, "V2": 0.0026317330000000002, "MSTd": 0.0092838776, "V3A": 0.00030441690000000004, "VP": 0.0009217902500000001, "PITd": 0.002460433963333334, "VOT": 0.00025604022, "DP": 0.0007984183666666667, "7a": 0.004013115566666667, "VIP": 0.005299874766666666, "LIP": 0.0039942541000000005, "MIP": 0.001530742066666667, "MDP": 0.0031931584000000008, "STPa": 0.0020900494333333333, "STPp": 0.027672489399999996, "MSTl": 0.001190899, "FST": 0.0016546871, "MT": 0.0022583639999999997, "CITd": 0.00028953729, "V4t": 0.0012444373333333333, "PITv": 0.00021049071, "AITd": 0.00011194493333333333, "AITv": 0.00010364666, "CITv": 0.00010565765666666668, "46": 0.1895018566666667, "external": 0.030348245801991393}, "46": {"TF": 0.00023437925, "PIP": 1.3434800000000002e-05, "V3A": 3.5756000000000005e-06, "VP": 5.0537e-06, "V4": 5.4178949999999994e-05, "V3": 4.477375e-05, "V2": 0.00099948935, "DP": 0.0005022087000000001, "7a": 0.009070648600000002, "VIP": 0.0030687705, "LIP": 0.0025490456000000004, "MDP": 0.00010807840000000002, "PO": 7.39644e-05, "MIP": 1.8074200000000004e-05, "STPa": 0.0033303452000000007, "STPp": 0.009455807400000002, "MSTd": 0.0009848546000000005, "MSTl": 0.0007123987000000001, "FST": 0.00237433, "AITd": 0.005064239399999999, "CITd": 0.0051180683, "MT": 4.3527e-06, "PITd": 0.0031302532999999996, "TH": 6.31086e-05, "AITv": 0.00015379490000000002, "CITv": 0.0013516526999999996, "VOT": 3.4511e-06, "PITv": 0.0002622428, "FEF": 0.12080655639999999, "V1": 0.00010192, "V4t": 1.4608e-06, "external": 0.01948363363231367}, "TF": {"7a": 0.0018622862875994476, "46": 0.00027263187118762135, "AITv": 0.006947301047502546, "CITv": 0.008573111392548783, "FEF": 0.0004737508884470768, "FST": 0.01059563824406266, "LIP": 0.0016647514007397735, "MT": 0.0074104934764019845, "STPa": 0.005175064786224525, "STPp": 0.0037752777782433336, "TH": 0.014963255350597525, "V2": 0.0026546500269299987, "V3": 0.001972570146235144, "V3A": 0.002689205669205606, "V4": 0.004553843722667349, "VP": 0.00705236411780784, "external": 0.015077445206487964}, "TH": {"7a": 0.0019360577800537108, "46": 0.00027677638429352176, "AITv": 0.005486718323377269, "FEF": 0.0004782252441620275, "STPa": 0.004275371779150058, "STPp": 0.0031604962683527966, "TF": 0.014963255350597525, "V2": 0.0022492167248699692, "V4": 0.0034039285639701463, "external": 0.01308305567128213}, "AITd": {"7a": 0.00046777517280729655, "46": 0.0005676113571555957, "CITd": 0.01329368143561811, "CITv": 0.012994646677276813, "FEF": 0.0008085031348249742, "PITd": 0.004758288424810753, "STPa": 0.014133181809193483, "TF": 0.004811523947655359, "TH": 0.0037689211883690063, "external": 0.0}}, "neuronal_densities": {"FEF": {"23": 61119.24615011697, "overall": 60822.524688517195, "4": 83820.50032477839, "5": 55405.3729147243, "6": 55405.3729147243}, "7a": {"23": 51225.809080885876, "overall": 52379.0, "4": 79926.19368350341, "5": 47522.666967296806, "6": 47522.666967296806}, "STPp": {"overall": 53725.75, "23": 51723.62311909379, "4": 88471.27398342734, "5": 51209.28871203213, "6": 51209.28871203213}, "CITv": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "PITv": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "VP": {"overall": 111730.0, "23": 107228.9012018876, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "V3A": {"23": 73724.98018754808, "overall": 76696.0, "4": 123618.64707486573, "5": 66311.20009349921, "6": 66311.20009349921}, "TF": {"23": 60035.31107952612, "overall": 61906.0, "4": 103256.25889601017, "5": 56636.008092846845, "6": 56636.008092846845}, "LIP": {"23": 66365.33597739544, "overall": 69275.0, "4": 104732.3373288077, "5": 59804.35175881624, "6": 59804.35175881624}, "V4t": {"overall": 80648.75, "23": 77437.49196037636, "4": 150877.76843256268, "5": 69309.7641053403, "6": 69309.7641053403}, "MIP": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "CITd": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "MSTd": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "DP": {"23": 61577.99107383698, "overall": 63763.032750087405, "4": 100988.31726393124, "5": 57674.084791137735, "6": 57674.084791137735}, "STPa": {"overall": 53725.75, "23": 51723.62311909379, "4": 88471.27398342734, "5": 51209.28871203213, "6": 51209.28871203213}, "MSTl": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "MT": {"23": 82184.85656009504, "overall": 81153.0, "4": 134779.48312587343, "5": 66175.91653374783, "6": 66175.91653374783}, "46": {"23": 50800.916845800064, "overall": 52720.0, "4": 75146.86652655818, "5": 52317.133324041286, "6": 52317.133324041286}, "AITv": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "VIP": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "PITd": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "VOT": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "V1": {"23": 166264.25225183976, "overall": 173360.0, "4": 190654.31742388426, "5": 152108.54915928794, "6": 152108.54915928794}, "V2": {"23": 107228.9012018876, "overall": 111730.0, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "V3": {"overall": 111730.0, "23": 107228.9012018876, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "V4": {"23": 82291.65437545427, "overall": 86223.0, "4": 179133.52509594912, "5": 72221.27249312654, "6": 72221.27249312654}, "TH": {"23": 49012.54441576494, "overall": 49446.0, "4": 0.0, "5": 50015.797726592515, "6": 50015.797726592515}, "PIP": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "FST": {"overall": 53725.75, "23": 51723.62311909379, "4": 88471.27398342734, "5": 51209.28871203213, "6": 51209.28871203213}, "MDP": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "PO": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "AITd": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}}, "neuronal_density_data_FV91_4layers": {"V1": {"23": 166264.25225183976, "overall": 173360.0, "4": 190654.31742388426, "5": 152108.54915928794, "6": 152108.54915928794}, "V2": {"23": 107228.9012018876, "overall": 111730.0, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "V4": {"23": 82291.65437545427, "overall": 86223.0, "4": 179133.52509594912, "5": 72221.27249312654, "6": 72221.27249312654}, "MT": {"23": 82184.85656009504, "overall": 81153.0, "4": 134779.48312587343, "5": 66175.91653374783, "6": 66175.91653374783}, "PITd": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "PITv": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "VOT": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "V3A": {"23": 73724.98018754808, "overall": 76696.0, "4": 123618.64707486573, "5": 66311.20009349921, "6": 66311.20009349921}, "LIP": {"23": 66365.33597739544, "overall": 69275.0, "4": 104732.3373288077, "5": 59804.35175881624, "6": 59804.35175881624}, "DP": {"23": 61577.99107383698, "overall": 63763.032750087405, "4": 100988.31726393124, "5": 57674.084791137735, "6": 57674.084791137735}, "TF": {"23": 60035.31107952612, "overall": 61906.0, "4": 103256.25889601017, "5": 56636.008092846845, "6": 56636.008092846845}, "FEF": {"23": 61119.24615011697, "overall": 60822.524688517195, "4": 83820.50032477839, "5": 55405.3729147243, "6": 55405.3729147243}, "AITd": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "AITv": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "CITd": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "CITv": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "46": {"23": 50800.916845800064, "overall": 52720.0, "4": 75146.86652655818, "5": 52317.133324041286, "6": 52317.133324041286}, "7a": {"23": 51225.809080885876, "overall": 52379.0, "4": 79926.19368350341, "5": 47522.666967296806, "6": 47522.666967296806}, "TH": {"23": 49012.54441576494, "overall": 49446.0, "4": 0.0, "5": 50015.797726592515, "6": 50015.797726592515}}, "realistic_neuronal_numbers": {"FEF": {"23E": 7116258.062416201, "23I": 2007264.3976278158, "4E": 3738560.648779402, "4I": 934682.8106165795, "5E": 2737096.7132908967, "5I": 601032.5772484133, "6E": 2605291.6369981444, "6I": 533546.3526134444, "total": 20273733.199590895}, "7a": {"23E": 7785533.377762723, "23I": 2196045.144605121, "4E": 2089479.7746036942, "4I": 522393.7798336135, "5E": 2488782.555412475, "5I": 546505.8601060383, "6E": 2988894.9338910277, "6I": 612105.7495735153, "total": 19229741.175788205}, "STPp": {"23E": 10231171.547963874, "23I": 2885879.9405705766, "4E": 3214014.74148318, "4I": 803540.3499240858, "5E": 3490372.4822190227, "5I": 766442.6172295379, "6E": 4191750.945380641, "6I": 858442.6389011556, "total": 26441615.263672072}, "CITv": {"23E": 4781074.136115523, "23I": 1348585.1428756928, "4E": 1754777.4509003817, "4I": 438714.3807202003, "5E": 1649485.19100076, "5I": 362206.541941404, "6E": 1980943.6224906985, "6I": 405684.0430081682, "total": 12721470.509052828}, "PITv": {"23E": 4546866.169615768, "23I": 1282522.7110930902, "4E": 3774053.5763523397, "4I": 943556.447402896, "5E": 1588254.3632775452, "5I": 348761.009668162, "6E": 1907408.6684699608, "6I": 390624.5748280269, "total": 14782047.520707788}, "VP": {"23E": 6917343.194842176, "23I": 1951156.998438778, "4E": 6436579.782354831, "4I": 1609218.3722346388, "5E": 2080057.8770850257, "5I": 456754.9771331035, "6E": 2498038.4234448234, "6I": 511581.6097475055, "total": 22460731.235280883}, "V3A": {"23E": 3964407.8216861454, "23I": 1118230.2002473997, "4E": 2306615.689972856, "4I": 576680.2356998073, "5E": 1228675.3686414948, "5I": 269801.91084601893, "6E": 1475573.499477787, "6I": 302187.6121195219, "total": 11242172.338691032}, "TF": {"23E": 6074732.165699517, "23I": 1713483.8976304682, "4E": 3384007.2514310316, "4I": 846040.4166365786, "5E": 2187728.4571476975, "5I": 480398.1045076902, "6E": 2627345.0398780513, "6I": 538062.7424494962, "total": 17851798.07538053}, "LIP": {"23E": 2913160.3478207462, "23I": 821707.5602758899, "4E": 1126140.8103144537, "4I": 281548.0492682131, "5E": 651795.5065530408, "5I": 143126.22978948214, "6E": 1575617.9037778564, "6I": 322676.0389258161, "total": 7835772.446725499}, "V4t": {"23E": 1360184.0182880426, "23I": 383663.56731095293, "4E": 980714.0653507396, "4I": 245189.70404091728, "5E": 419495.6041320673, "5I": 92116.04503106218, "6E": 503791.8171087833, "6I": 103173.20436517496, "total": 4088328.02562774}, "MIP": {"23E": 1861055.129421214, "23I": 524942.9785351913, "4E": 715830.5384720211, "4I": 178965.80060635193, "5E": 346345.2234161966, "5I": 76053.12637902048, "6E": 1560161.9034535293, "6I": 319510.75313518627, "total": 5582865.453418711}, "CITd": {"23E": 2399105.600172807, "23I": 676709.4749991855, "4E": 880533.5976096117, "4I": 220143.44427575002, "5E": 827698.765271022, "5I": 181752.40928116255, "6E": 994022.0132635923, "6I": 203569.0792011859, "total": 6383534.384074317}, "MSTd": {"23E": 5346732.588457302, "23I": 1508138.950880428, "4E": 2715843.8559756237, "4I": 678991.9455574008, "5E": 1777557.624205953, "5I": 390329.6638720288, "6E": 2134751.7749729697, "6I": 437182.9268926931, "total": 14989529.330814399}, "DP": {"23E": 5001221.312264808, "23I": 1410681.4841054436, "4E": 2151023.612566881, "4I": 537780.4413987652, "5E": 1614053.3029574256, "5I": 354426.13765972335, "6E": 1938391.8172152215, "6I": 396969.71706498606, "total": 13404547.825233255}, "STPa": {"23E": 3280648.3045655773, "23I": 925363.9321585639, "4E": 1030581.0984660854, "4I": 257657.03118848646, "5E": 1119195.8332839224, "5I": 245761.55926750044, "6E": 1344094.424343897, "6I": 275261.5743637242, "total": 8478563.757637756}, "MSTl": {"23E": 1294223.7740036394, "23I": 365058.33281135384, "4E": 657393.9554174577, "4I": 164355.98821502394, "5E": 430273.4985989926, "5I": 94482.73732122207, "6E": 516735.4927626279, "6I": 105823.9828179387, "total": 3628347.761948256}, "MT": {"23E": 3387941.185455547, "23I": 955627.755932295, "4E": 1576557.5125129828, "4I": 394157.3630416898, "5E": 792485.0871952683, "5I": 174019.92120885785, "6E": 885309.68110297, "6I": 181305.51857530785, "total": 8347404.025024918}, "46": {"23E": 6032896.419270735, "23I": 1701683.3974774193, "4E": 1971206.910649511, "4I": 492824.21462234406, "5E": 2194273.9158227458, "5I": 481835.4062579843, "6E": 2933147.6012706426, "6I": 600689.0676308342, "total": 16408556.933002219}, "AITv": {"23E": 4583767.781081143, "23I": 1292931.4526339208, "4E": 1682360.9325874117, "4I": 420609.4250352009, "5E": 1581413.8954186402, "5I": 347258.92755069106, "6E": 1899193.6318913486, "6I": 388942.19012266054, "total": 12196478.236321017}, "VIP": {"23E": 4821635.686107228, "23I": 1360026.2337547531, "4E": 2235064.080697643, "4I": 558791.51714088, "5E": 859117.3541222662, "5I": 188651.54270932236, "6E": 668974.5483609311, "6I": 137001.52612490626, "total": 10829262.48901793}, "PITd": {"23E": 6587774.377258495, "23I": 1858196.3794868276, "4E": 5468076.807458739, "4I": 1367081.580107982, "5E": 2301158.866053231, "5I": 505306.0190405548, "6E": 2763568.903143899, "6I": 565960.4811718109, "total": 21417123.41372154}, "VOT": {"23E": 3176820.440084732, "23I": 896077.4765485821, "4E": 2636869.0205685482, "4I": 659247.335783485, "5E": 1109687.1421091869, "5I": 243673.56831882143, "6E": 1332674.9940612898, "6I": 272922.9511978245, "total": 10327972.928672472}, "V1": {"23E": 70351649.31455898, "23I": 19843906.691540737, "4E": 104498963.79693717, "4I": 26125933.043277144, "5E": 30792502.779850837, "5I": 6761652.672276523, "6E": 29454725.608150266, "6I": 6032131.371505871, "total": 293861465.2780975}, "V2": {"23E": 60291657.94579554, "23I": 17006311.09876571, "4E": 43780517.995760456, "4I": 10945628.934463676, "5E": 22768869.615967955, "5I": 4999762.090929045, "6E": 22970833.698674805, "6I": 4704273.549405582, "total": 187467854.92976275}, "V3": {"23E": 7050338.08337958, "23I": 1988670.5206419022, "4E": 5718439.590182145, "4I": 1429675.1318552576, "5E": 1453678.9582375523, "5I": 319209.91557175113, "6E": 1751820.7797907297, "6I": 358761.21283939376, "total": 20070594.19249831}, "V4": {"23E": 36181631.72328601, "23I": 10205658.72811732, "4E": 19007157.695427947, "4I": 4752006.252030559, "5E": 7854280.51218247, "5I": 1724702.8341184186, "6E": 7950727.398374058, "6I": 1628255.9479268312, "total": 89304421.09146364}, "TH": {"23E": 1102237.244142804, "23I": 310905.1918159415, "4E": 0.0, "4I": 0.0, "5E": 1041658.381430335, "5I": 228735.29406666115, "6E": 484476.77823009423, "6I": 99217.61321447158, "total": 3267230.502900307}, "PIP": {"23E": 4707159.180232314, "23I": 1327736.1435708222, "4E": 2390976.007726943, "4I": 597771.2774965055, "5E": 1564927.093461991, "5I": 343638.62980144745, "6E": 1879393.8632305118, "6I": 384887.3295452276, "total": 13196489.525065761}, "FST": {"23E": 2228633.7959837206, "23I": 628624.9367001414, "4E": 766864.0534953041, "4I": 191724.76153779466, "5E": 774255.1693285241, "5I": 170016.85677007798, "6E": 929839.1087289786, "6I": 190424.84838715038, "total": 5880383.530931692}, "MDP": {"23E": 3435994.282487219, "23I": 969181.9679945091, "4E": 1745294.6835990446, "4I": 436343.58071819134, "5E": 1142319.6751505157, "5I": 250839.26887325756, "6E": 1371864.9234808546, "6I": 280948.7873860063, "total": 9632787.169689598}, "PO": {"23E": 3342251.0816976735, "23I": 942740.0672351314, "4E": 1697678.3325487978, "4I": 424438.9497620289, "5E": 1111154.11028934, "5I": 243995.69638312308, "6E": 1334436.7445012, "6I": 273283.7459388356, "total": 9369978.72835613}, "AITd": {"23E": 4508601.451957001, "23I": 1271729.4817346197, "4E": 1654772.952217552, "4I": 413712.1152270119, "5E": 1555481.2821141132, "5I": 341564.44648485165, "6E": 1868049.9482618198, "6I": 382564.1714120074, "total": 11996475.849408979}}, "total_thicknesses": {"V1": 1240.0, "V2": 1460.0, "VP": 1585.342273262686, "V3": 1585.342273262686, "PIP": 2070.561486887418, "V3A": 1660.0, "MT": 1960.0, "V4t": 1880.0673770928606, "V4": 1890.0, "PO": 2070.561486887418, "VOT": 1904.2178479221384, "DP": 2060.0, "MIP": 2070.561486887418, "MDP": 2070.561486887418, "MSTd": 2070.561486887418, "VIP": 2070.561486887418, "LIP": 2300.0, "PITv": 1904.2178479221384, "PITd": 1904.2178479221384, "AITv": 2630.0, "MSTl": 2070.561486887418, "FST": 2247.328674211474, "CITv": 2227.7479202457143, "CITd": 2227.7479202457143, "7a": 2680.0, "STPp": 2247.328674211474, "STPa": 2247.328674211474, "FEF": 2210.0, "46": 1860.0, "TF": 1620.0, "TH": 1870.0, "AITd": 2630.0}, "laminar_thicknesses": {"V1": {"1": 0.08967005445322952, "23": 0.3653998098401042, "4": 0.4614890241689768, "5": 0.16629777405727372, "6": 0.1571433374804157}, "V2": {"1": 0.1206349760574621, "23": 0.6040487829209896, "4": 0.23883030726256985, "5": 0.24866171189146055, "6": 0.24782422186751799}, "VP": {"1": 0.17714878802273043, "23": 0.6333760829470785, "4": 0.3209011312779164, "5": 0.20761102756029734, "6": 0.24630524345466334}, "V3": {"1": 0.23320824408280585, "23": 0.6991547059583443, "4": 0.30876967047500165, "5": 0.1571391892973308, "6": 0.18707046344920336}, "PIP": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "V3A": {"1": 0.19886503693743082, "23": 0.7110201516839858, "4": 0.24055402347012478, "5": 0.2330615700238317, "6": 0.27649921788462695}, "MT": {"1": 0.203395600676819, "23": 0.9454429780033843, "4": 0.2615654822335026, "5": 0.2612670050761422, "6": 0.28832893401015236}, "V4t": {"1": 0.2230803724680116, "23": 0.7975994308131237, "4": 0.2877787474825529, "5": 0.26144093828446113, "6": 0.3101678880447115}, "V4": {"1": 0.1771875, "23": 1.0040625, "4": 0.23625000000000002, "5": 0.23625000000000002, "6": 0.23625000000000002}, "PO": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "VOT": {"1": 0.2270973574098532, "23": 0.8119617203671147, "4": 0.283257043447467, "5": 0.2661486779239949, "6": 0.31575304877370874}, "DP": {"1": 0.25583852489499187, "23": 0.9147226157943377, "4": 0.23389235234048408, "5": 0.29983213340496956, "6": 0.3557143735652168}, "MIP": {"1": 0.19533598932900173, "23": 0.8516649134744475, "4": 0.17189567060952152, "5": 0.15626879146320138, "6": 0.6953961220112461}, "MDP": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "MSTd": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "VIP": {"1": 0.25289300603205106, "23": 1.1696301528982362, "4": 0.2845046317860575, "5": 0.2054755674010415, "6": 0.15805812877003192}, "LIP": {"1": 0.2523199861163701, "23": 1.0042360848163574, "4": 0.239843388447137, "5": 0.23718840716900164, "6": 0.5664121334511337}, "PITv": {"1": 0.2270973574098532, "23": 0.8119617203671147, "4": 0.283257043447467, "5": 0.2661486779239949, "6": 0.31575304877370874}, "PITd": {"1": 0.2270973574098532, "23": 0.8119617203671147, "4": 0.283257043447467, "5": 0.2661486779239949, "6": 0.31575304877370874}, "AITv": {"1": 0.3366353068216317, "23": 1.2036026573832084, "4": 0.22718631698840488, "5": 0.3945226086071063, "6": 0.46805311019964885}, "MSTl": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "FST": {"1": 0.5126175393099899, "23": 0.9007008741548409, "4": 0.17666480168310383, "5": 0.30065493337157506, "6": 0.35669052569196447}, "CITv": {"1": 0.28514775842325774, "23": 1.0195145691207823, "4": 0.19243872440273863, "5": 0.33418133871269773, "6": 0.39646552958623793}, "CITd": {"1": 0.28514775842325774, "23": 1.0195145691207823, "4": 0.19243872440273863, "5": 0.33418133871269773, "6": 0.39646552958623793}, "7a": {"1": 0.34637158771533116, "23": 1.2384136630003206, "4": 0.20769132202217178, "5": 0.4059331257408577, "6": 0.4815903015213188}, "STPp": {"1": 0.2889353100093555, "23": 1.0330565448482978, "4": 0.18498493804617222, "5": 0.33862019198120835, "6": 0.40173168932644016}, "STPa": {"1": 0.2889353100093555, "23": 1.0330565448482978, "4": 0.18498493804617222, "5": 0.33862019198120835, "6": 0.40173168932644016}, "FEF": {"1": 0.21710327455919398, "23": 0.9240806045340052, "4": 0.3451385390428212, "5": 0.37297229219143585, "6": 0.3507052896725441}, "46": {"1": 0.2195874325610917, "23": 0.8222722945096794, "4": 0.17708663916217074, "5": 0.2762551570929863, "6": 0.36479847667407167}, "TF": {"1": 0.2334764331779098, "23": 0.6571929230193017, "4": 0.20753460726925316, "5": 0.23865769578911442, "6": 0.28313834074442085}, "TH": {"1": 0.27703703703703697, "23": 0.6464197530864197, "4": 0.11543209876543209, "5": 0.5694650205761316, "6": 0.2616460905349794}, "AITd": {"1": 0.3366353068216317, "23": 1.2036026573832084, "4": 0.22718631698840488, "5": 0.3945226086071063, "6": 0.46805311019964885}}, "category_density": {"1": {"overall": NaN, "23": NaN, "4": NaN, "5": NaN, "6": NaN}, "2": {"overall": 49446.0, "23": 49012.54441576494, "4": 0.0, "5": 50015.797726592515, "6": 50015.797726592515}, "3": {"overall": NaN, "23": NaN, "4": NaN, "5": NaN, "6": NaN}, "4": {"overall": 53725.75, "23": 51723.62311909379, "4": 88471.27398342734, "5": 51209.28871203213, "6": 51209.28871203213}, "5": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "6": {"overall": 80648.75, "23": 77437.49196037636, "4": 150877.76843256268, "5": 69309.7641053403, "6": 69309.7641053403}, "7": {"overall": 111730.0, "23": 107228.9012018876, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "8": {"overall": 173360.0, "23": 166264.25225183976, "4": 190654.31742388426, "5": 152108.54915928794, "6": 152108.54915928794}}}
\ No newline at end of file
+{"cocomac_completed": {"V1": {"7a": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "IT": {"source_pattern": ["0", "0", 2, "0", "0", "3"], "target_pattern": [2.0, "0", "0", "0", "0", "0"]}, "LIP": {"source_pattern": ["0", "0", "0", "0", "0", "2"], "target_pattern": null}, "MT": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", "0", "0", "0", "1"], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", "0", 2], "target_pattern": [2.0, "0", "0", "0", "0", "0"]}, "TH": {"source_pattern": ["0", "0", "0", "0", "0", 2], "target_pattern": null}, "V1": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", "3", "3"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "3", "3"], "target_pattern": ["3", 2.0, 2.0, "0", 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", 2, "3"], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V3A": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "3", "3"], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4t": {"source_pattern": ["0", 2, 2, "0", "3", "3"], "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "46": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}}, "V2": {"5": {"source_pattern": null, "target_pattern": null}, "6": {"source_pattern": null, "target_pattern": null}, "7a": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": ["3", "2", "2", 2.0, 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": null}, "35": {"source_pattern": [2, 2, 2, 0, -1, -1], "target_pattern": null}, "36": {"source_pattern": [2, 2, 2, 0, -1, -1], "target_pattern": null}, "46": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": ["3", 2.0, "3", "3", 2.0, 2.0]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "FEF": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "FST": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "IT": {"source_pattern": [2, 2, 2, 2, 2, "0"], "target_pattern": ["3", "3", 2.0, 2.0, "3", "3"]}, "LIP": {"source_pattern": [2, 2, "0", 2, 2, "0"], "target_pattern": null}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTl": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": [2, 2, 2, 2, "0", "0"], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": null, "target_pattern": null}, "PIT": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "PITd": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "STPa": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "STPp": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "TF": {"source_pattern": [2, 2, 2, 2, "0", "0"], "target_pattern": ["3", "0", "0", "0", "1", "1"]}, "TH": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "V1": {"source_pattern": [2, 2, "0", "0", "0", "0"], "target_pattern": ["0", 2.0, 2.0, "3", "3", "3"]}, "V2": {"source_pattern": [2, 2, "3", "3", "0", "0"], "target_pattern": ["3", 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2d": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V2v": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V3": {"source_pattern": ["0", "0", 2, "0", "0", 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V3A": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4": {"source_pattern": ["3", "3", 2, 2, "0", "0"], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4d": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4t": {"source_pattern": ["3", "3", 2, 2, "0", -1], "target_pattern": null}, "V4v": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "VIP": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "VOT": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": [2, 2, "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MDP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}}, "VP": {"7a": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MST": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MSTd": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MT": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3A": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V4": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V4v": {"source_pattern": null, "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "VOT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "VP": {"target_pattern": null, "source_pattern": null}}, "V3": {"7a": {"source_pattern": null, "target_pattern": null}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "LIP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}}, "PIP": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "DP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "LIP": {"source_pattern": null, "target_pattern": null}, "MT": {"source_pattern": null, "target_pattern": null}, "V1": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V2": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "VP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIP": {"target_pattern": null, "source_pattern": null}}, "V3A": {"7a": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "LIP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTl": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "V1": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "VIP": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "V3A": {"target_pattern": null, "source_pattern": null}}, "MT": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": null, "target_pattern": null}, "FST": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTl": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": null, "target_pattern": null}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "STP": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2d": {"source_pattern": null, "target_pattern": null}, "V2v": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V4d": {"source_pattern": null, "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}}, "V4t": {"7a": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, "0", "0", "0", "0", 2.0]}, "FST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "V4t": {"target_pattern": null, "source_pattern": null}}, "V4": {"7a": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, "0", "0", "0", "0", 2.0]}, "AIT": {"source_pattern": null, "target_pattern": null}, "AITv": {"source_pattern": null, "target_pattern": null}, "CIT": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "CITd": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "CITv": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FEF": {"source_pattern": null, "target_pattern": null}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "IT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "PIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PITd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PITv": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "PO": {"source_pattern": null, "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "VOT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "VP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "STPa": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "STPp": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V4": {"target_pattern": null, "source_pattern": null}}, "PO": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "6": {"source_pattern": null, "target_pattern": null}, "7a": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "DP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "FEF": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "MDP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MSTl": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PIP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V3A": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}}, "VOT": {"V2": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "VOT": {"target_pattern": null, "source_pattern": null}}, "DP": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "46": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": null, "target_pattern": null}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "PIP": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "STP": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "1", 2.0, 2.0]}, "V3A": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "MT": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "TF": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}}, "MIP": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V3A": {"source_pattern": null, "target_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}}, "MDP": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "MDP": {"target_pattern": null, "source_pattern": null}}, "MSTd": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "FST": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "MST": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "STP": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "STPa": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V4": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}}, "VIP": {"4": {"source_pattern": null, "target_pattern": null}, "5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "6": {"source_pattern": null, "target_pattern": null}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "46": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "FEF": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "IT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": null, "target_pattern": null}, "MDP": {"source_pattern": null, "target_pattern": null}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTl": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "MT": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": null, "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": null}, "SII": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V2d": {"source_pattern": null, "target_pattern": null}, "V2v": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": null, "target_pattern": null}, "V4d": {"source_pattern": null, "target_pattern": null}, "V4t": {"source_pattern": null, "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}}, "LIP": {"4": {"source_pattern": null, "target_pattern": null}, "5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "6": {"source_pattern": null, "target_pattern": null}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "46": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, 2.0]}, "DP": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "FEF": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "IT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": null, "target_pattern": null}, "MDP": {"source_pattern": null, "target_pattern": null}, "MIP": {"source_pattern": null, "target_pattern": null}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": null, "target_pattern": null}, "PIP": {"source_pattern": null, "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": null}, "SII": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V2d": {"source_pattern": null, "target_pattern": null}, "V2v": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4d": {"source_pattern": null, "target_pattern": null}, "V4t": {"source_pattern": null, "target_pattern": null}, "VIP": {"source_pattern": null, "target_pattern": null}, "VP": {"source_pattern": null, "target_pattern": null}}, "PITv": {"7a": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "AIT": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "AITd": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "AITv": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "CIT": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "CITd": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "CITv": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "FST": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "IT": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MST": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "MT": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "STP": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "STPp": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": ["3", "3", "0", 2, 2, -1], "target_pattern": null}, "V2v": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V4": {"source_pattern": ["0", "3", "3", "0", "1", "1"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4d": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4t": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4v": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "VOT": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "VP": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}}, "PITd": {"7a": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "FST": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "IT": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "MST": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "MT": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "STP": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "STPp": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "V2": {"source_pattern": ["3", "3", 2, 2, "0", -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2d": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V2v": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "V4": {"source_pattern": ["0", "3", "3", "0", "1", "1"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V4d": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4t": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "V4v": {"source_pattern": ["3", "3", "0", "1", "1", -1], "target_pattern": null}, "VOT": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "VP": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}}, "AITv": {"CIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "CITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "CITv": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "IT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["3", 2.0, 2.0, 2.0, 2.0, -1]}, "PIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITv": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}}, "MSTl": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "FST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PO": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "STP": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "V1": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V3A": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}}, "FST": {"5": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, "0", "0", "0", "0", 2.0]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "IT": {"source_pattern": null, "target_pattern": null}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "MSTl": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "MT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "STP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "STPp": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "TF": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V3A": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "FST": {"target_pattern": null, "source_pattern": null}}, "CITv": {"35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "AIT": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "AITd": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "AITv": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "IT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["3", 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": null, "target_pattern": null}, "PIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITv": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "STPa": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "46": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "STPp": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "7a": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}}, "CITd": {"V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "CITd": {"target_pattern": null, "source_pattern": null}}, "7a": {"5": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "6": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "7a": {"source_pattern": [2, "3", "3", "3", "3", "3"], "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "36": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "46": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": ["3", 2.0, "3", 2.0, "3", 2.0]}, "AIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "AITd": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "DP": {"source_pattern": ["0", "3", "3", "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "FEF": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "FST": {"source_pattern": [2, 2, 2, "3", 2, 2], "target_pattern": null}, "IT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, "3", 2.0, 2.0, 2.0, 2.0]}, "Ig": {"source_pattern": null, "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MDP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "MST": {"source_pattern": [2, 2, 2, "3", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTd": {"source_pattern": [2, 2, 2, "3", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MSTl": {"source_pattern": [2, "0", "0", 2, "0", 2], "target_pattern": null}, "MT": {"source_pattern": [2, 2, 2, "3", "3", "3"], "target_pattern": null}, "PIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PO": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "SII": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": [2, "3", "3", "3", "3", "3"], "target_pattern": [2.0, 2.0, -1, -1, -1, -1]}, "STPa": {"source_pattern": ["3", "3", "3", "3", "0", "0"], "target_pattern": null}, "STPp": {"source_pattern": [2, "3", "3", "3", "3", "3"], "target_pattern": [2.0, 2.0, -1, -1, -1, -1]}, "TF": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": [2, 2, 2, "3", "3", "3"], "target_pattern": null}, "V2v": {"source_pattern": null, "target_pattern": null}, "V3": {"source_pattern": null, "target_pattern": null}, "V3A": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": [2, 2, 2, "0", 2, 2], "target_pattern": null}, "V4d": {"source_pattern": [2, 2, "0", 2, 2, -1], "target_pattern": null}, "V4t": {"source_pattern": [2, 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VP": {"source_pattern": [2, 2, "0", "0", "0", -1], "target_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}}, "STPp": {"5": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "7a": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": null}, "35": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "36": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "46": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["3", 2.0, "3", 2.0, "3", 2.0]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "FST": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "IT": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": [2.0, "3", 2.0, 2.0, 2.0, 2.0]}, "MST": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MSTd": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MSTl": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MT": {"source_pattern": null, "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "STP": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "STPa": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "STPp": {"source_pattern": null, "target_pattern": null}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "V2": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": null, "target_pattern": null}, "V4t": {"source_pattern": null, "target_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}}, "STPa": {"7a": {"source_pattern": [2, 2, -1, 0, -1, -1], "target_pattern": null}, "35": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "36": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "46": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "IT": {"source_pattern": [2, 2, 2, 2, -1, -1], "target_pattern": null}, "STP": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "STPa": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "TF": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", "0", "0", 2, 2], "target_pattern": null}, "MT": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "V4": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "V2": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}}, "FEF": {"1": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "3a": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "4": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "5": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "6": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "7a": {"source_pattern": [2, "3", "1", "2", "2", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "7b": {"source_pattern": null, "target_pattern": null}, "35": {"source_pattern": null, "target_pattern": null}, "36": {"source_pattern": null, "target_pattern": null}, "46": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "AIT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "AITd": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "CIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "CITv": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "FST": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "IT": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "Ig": {"source_pattern": null, "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": [2, "3", "1", "2", "2", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MST": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MSTd": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MSTl": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "PIT": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "PO": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "Ri": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "SEF": {"source_pattern": null, "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "STP": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "STPp": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "V2": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V3": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V3A": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "V4t": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "VIP": {"source_pattern": [2, "3", "1", "2", "2", "0"], "target_pattern": null}, "VP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "TF": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}}, "46": {"1": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "2": {"source_pattern": [2, "3", "3", 2, 2, 2], "target_pattern": null}, "4": {"source_pattern": null, "target_pattern": null}, "5": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": null}, "6": {"source_pattern": [2, 2, "3", 2, 2, 2], "target_pattern": ["3", 2.0, "3", 2.0, "3", 2.0]}, "7a": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "7b": {"source_pattern": ["0", "0", "3", "0", "3", "0"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "35": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "36": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "46": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "AIT": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "AITd": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "CIT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "CITv": {"source_pattern": ["0", "0", 2, "0", 2, 2], "target_pattern": null}, "DP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "FEF": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "IT": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, "0", 2.0, 2.0]}, "Ig": {"source_pattern": [2, "3", "3", 2, 2, 2], "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "LIP": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "MT": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "PIT": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "Ri": {"source_pattern": null, "target_pattern": null}, "SEF": {"source_pattern": [2, 2, "3", 2, 2, 2], "target_pattern": ["3", 2.0, "3", "3", 2.0, -1]}, "SII": {"source_pattern": [2, "3", "3", 2, 2, 2], "target_pattern": null}, "STP": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "STPa": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "STPp": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "TF": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "0", 2, 2, -1, -1], "target_pattern": null}, "V2": {"source_pattern": ["0", 2, "3", "0", 2, 2], "target_pattern": null}, "V4": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "VIP": {"source_pattern": ["0", "0", "3", "0", 2, 2], "target_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}}, "TF": {"5": {"source_pattern": null, "target_pattern": null}, "6": {"source_pattern": ["0", "0", 2, "0", "3", "3"], "target_pattern": null}, "7a": {"source_pattern": ["3", "3", "3", "3", 2, "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "35": {"source_pattern": ["0", "1", 2, "0", 2, 2], "target_pattern": null}, "36": {"source_pattern": [2, 2, "0", 2, 2, "0"], "target_pattern": null}, "46": {"source_pattern": ["0", "0", 2, "0", "3", "3"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, -1]}, "AIT": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "AITv": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "CIT": {"source_pattern": null, "target_pattern": null}, "CITv": {"source_pattern": null, "target_pattern": null}, "FEF": {"source_pattern": ["0", "0", 2, "0", "3", "3"], "target_pattern": null}, "FST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "IT": {"source_pattern": [2, 2, 2, 2, "0", "0"], "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "Id": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "Ig": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "LIP": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "MST": {"source_pattern": null, "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "MT": {"source_pattern": [2, 2, 2, 2, "0", -1], "target_pattern": null}, "SII": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "STP": {"source_pattern": ["3", "3", "3", "3", 2, "0"], "target_pattern": null}, "STPa": {"source_pattern": ["3", "3", "0", 2, 2, "0"], "target_pattern": null}, "STPp": {"source_pattern": ["3", "3", "3", "3", 2, "0"], "target_pattern": null}, "TF": {"source_pattern": ["0", "1", 2, "0", 2, 2], "target_pattern": null}, "TH": {"source_pattern": ["0", "1", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2": {"source_pattern": [2, 2, 2, 2, "0", "0"], "target_pattern": [2.0, 2.0, 2.0, "3", 2.0, 2.0]}, "V3": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "V3A": {"source_pattern": null, "target_pattern": null}, "V4": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "VP": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}}, "TH": {"6": {"source_pattern": ["0", "0", 2, "0", "3", "3"], "target_pattern": null}, "7a": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "35": {"source_pattern": [2, "0", "1", "0", 2, 2], "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "36": {"source_pattern": [2, "0", "1", "0", 2, 2], "target_pattern": null}, "46": {"source_pattern": [2, "0", "0", "0", "3", "3"], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "AIT": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "AITv": {"source_pattern": null, "target_pattern": [2.0, -1, -1, -1, -1, -1]}, "FEF": {"source_pattern": [2, -1, -1, 0, -1, -1], "target_pattern": null}, "IT": {"source_pattern": [2, "0", "1", "0", 2, 2], "target_pattern": [2.0, "3", "3", "3", 2.0, 2.0]}, "Id": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "Ig": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "SII": {"source_pattern": [2, 2, 2, 2, 2, -1], "target_pattern": null}, "STP": {"source_pattern": [2, -1, -1, 0, -1, -1], "target_pattern": null}, "STPa": {"source_pattern": null, "target_pattern": null}, "STPp": {"source_pattern": null, "target_pattern": null}, "TF": {"source_pattern": [2, 2, 2, 2, 2, 2], "target_pattern": ["3", "3", "3", 2.0, 2.0, 2.0]}, "TH": {"source_pattern": [2, -1, -1, 0, -1, -1], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V2": {"source_pattern": ["0", "1", 2, "0", 2, 2], "target_pattern": [2.0, 2.0, 2.0, 2.0, 2.0, 2.0]}, "V4": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}}, "AITd": {"7a": {"source_pattern": null, "target_pattern": ["0", "0", "0", 2.0, "0", "0"]}, "46": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "CIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "CITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "CITv": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "FEF": {"source_pattern": ["0", 2, 2, "0", "0", "0"], "target_pattern": null}, "IT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PIT": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "PITd": {"source_pattern": ["0", 2, 2, "0", -1, -1], "target_pattern": null}, "STP": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "STPa": {"source_pattern": ["0", 2, 2, "0", 2, 2], "target_pattern": null}, "TF": {"source_pattern": null, "target_pattern": null}, "TH": {"source_pattern": null, "target_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}}}, "architecture_completed": {"FEF": 5, "7a": 4, "STPp": 4, "CITv": 5, "PITv": 5, "VP": 7, "V3A": 6, "TF": 5, "LIP": 5, "V4t": 6, "MIP": 5, "CITd": 5, "MSTd": 5, "DP": 5, "STPa": 4, "MSTl": 5, "MT": 6, "46": 4, "AITv": 4, "VIP": 5, "PITd": 5, "VOT": 6, "V1": 8, "V2": 7, "V3": 7, "V4": 6, "TH": 2, "PIP": 5, "FST": 4, "MDP": 5, "PO": 5, "AITd": 4}, "hierarchy_completed": {"7a": 0.6622, "PITv": 0.6048, "V3A": 0.3345, "LIP": 0.5677, "MIP": 0.5, "PITd": 0.6115, "DP": 0.4864, "STPa": 0.7162, "MSTl": 0.6216, "V1": 0.0, "46": 0.8649, "STPp": 0.6757, "V2": 0.1115, "V3": 0.1993, "V4": 0.4054, "TH": 0.9222, "TF": 0.8615, "MDP": 0.5, "PO": 0.4189, "FEF": 0.8177, "CITv": 0.625, "VP": 0.1993, "PIP": 0.2972, "V4t": 0.4054, "CITd": 0.6284, "AITv": 0.6149, "VOT": 0.4628, "MT": 0.4054, "VIP": 0.5677, "MSTd": 0.5473, "FST": 0.6216, "AITd": 1.0}, "SLN_completed": {"V1": {"7a": 0.13194421498048362, "LIP": 0.001953125, "MT": 0.17512874899425246, "PIP": 0.00676816232675885, "PO": 0.404565065, "STPp": 0.03868900250000001, "TF": 0.2856816827665948, "TH": 0.38953751737398074, "V2": 0.4007722176652155, "V3": 0.38394614661004506, "V3A": 0.006840776179282866, "V4": 0.22741361375468427, "V4t": 0.181545865, "VIP": 0.001953125, "STPa": 0.025645547576816728, "MSTl": 0.015780545587622773, "PITd": 0.11926319973629251, "VOT": 0.13606147826236337, "46": 0.023962599915093682, "MSTd": 0.10606161761701319, "VP": 0.2411506010095163, "CITd": 0.017777577500000002, "FST": 0.017777577500000002, "DP": 0.06666331317758761, "PITv": 0.06536264773862561, "AITd": 0.01173693, "AITv": 0.01173693, "FEF": 0.12220022250000001, "CITv": 0.01173693}, "V2": {"7a": 0.2473485547389337, "46": 0.09611216182822098, "CITv": 0.03237627, "DP": 0.11861750167939675, "FEF": 0.20729421976778806, "FST": 0.07046779333333333, "LIP": 0.04916585999999999, "MIP": 0.1647674456125005, "MSTd": 0.23701435042788077, "MSTl": 0.06238784920796942, "MT": 0.26510935220880993, "PIP": 0.21467556119098472, "PITd": 0.22234497210587106, "PO": 0.1647674456125005, "STPa": 0.1011489004860832, "STPp": 0.0, "TF": 0.25254592441901647, "TH": 0.010029086666666668, "V1": 0.7359601200000001, "V3": 0.31951689276600775, "V3A": 0.2159478233405306, "V4": 0.2541399406855286, "V4t": 0.26864967000000006, "VIP": 0.04916586000000001, "VOT": 0.22762425945260104, "VP": 0.25842434280049886, "MDP": 0.1647674456125005, "CITd": 0.07046779333333335, "PITv": 0.07596815828333246, "AITd": 0.03237627, "AITv": 0.03237627}, "VP": {"7a": 0.09442586553850892, "DP": 0.15571353140142427, "LIP": 0.18807267059796445, "MSTd": 0.1647674456125005, "MT": 0.2603679458405936, "PIP": 0.1647674456125005, "TF": 0.1451231907954106, "V2": 0.4397456164544487, "V3A": 0.23303749052194725, "V4": 0.2914236057357094, "VIP": 0.1647674456125005, "VOT": 0.24423035492494716}, "V3": {"7a": 0.09442586553850892, "FST": 0.1011489004860832, "LIP": 0.18807267059796445, "MSTd": 0.1647674456125005, "MT": 0.2603679458405936, "PIP": 0.1647674456125005, "TF": 0.1451231907954106, "V1": 0.6993004977911257, "V2": 0.4397456164544487, "V3A": 0.23303749052194725, "V4": 0.2914236057357094, "V4t": 0.2572732264020294, "VIP": 0.1647674456125005, "VP": 0.4397456164544487}, "PIP": {"7a": 0.31187356990740184, "DP": 0.425126660792947, "LIP": 0.4754470637035422, "MT": 0.5719047029350985, "V1": 0.9108207897240361, "V2": 0.749151726197644, "V3": 0.749151726197644, "V4": 0.6080369758634977, "VP": 0.749151726197644}, "V3A": {"7a": 0.2306470411405071, "DP": 0.3317934753804855, "FST": 0.24266165394773911, "LIP": 0.3791343871826437, "MIP": 0.345394264212165, "MSTd": 0.345394264212165, "MSTl": 0.345394264212165, "MT": 0.4741086898197289, "V1": 0.8642589131334557, "V2": 0.664819185499987, "V3": 0.664819185499987, "V4": 0.511183022022283, "VIP": 0.345394264212165, "VP": 0.664819185499987}, "MT": {"7a": 0.20514417151891692, "46": 0.2079858130256918, "CITv": 0.2262644296613191, "DP": 0.3009622802995952, "FEF": 0.2762308513985713, "FST": 0.2163924357522115, "LIP": 0.34663413513815555, "MIP": 0.31403189331661385, "MSTd": 0.31403189331661385, "MSTl": 0.31403189331661385, "PIP": 0.31403189331661385, "PO": 0.31403189331661385, "STPp": 0.2163924357522115, "V1": 0.8444668131657768, "V2": 0.6326887550282241, "V3": 0.6326887550282241, "V3A": 0.4058308482690615, "V4": 0.47662208079615176, "V4t": 0.4359767813039983, "VIP": 0.31403189331661385, "VP": 0.6326887550282241}, "V4t": {"7a": 0.2078731885766554, "46": 0.2107370269407612, "FST": 0.21920773435266425, "MSTd": 0.31743250009665086, "MT": 0.44351992011019076, "V2": 0.6362850677254202, "V3": 0.6362850677254202, "V4": 0.4804317628197222}, "V4": {"7a": 0.4232641237436804, "46": 0.1823592393657686, "AITv": 0.29966645, "CITd": 0.23457694666666673, "CITv": 0.2996664499999999, "DP": 0.2538615627727568, "FEF": 0.6525620966666666, "FST": 0.2345769466666667, "LIP": 0.24640913666666664, "MT": 0.4203839134858612, "PIP": 0.6991783852090286, "PITd": 0.29129667122990904, "PITv": 0.29280809982084094, "PO": 0.9296867466666666, "TF": 0.41928092775890013, "TH": 0.6746721308204547, "V1": 0.8605949687186175, "V2": 0.8946774848445085, "V3": 0.8106335742703666, "V3A": 0.6995602901668315, "V4t": 0.44856999000000003, "VIP": 0.24640913666666667, "VOT": 0.29207236355152044, "VP": 0.39992316913597753, "STPa": 0.1901303816478059, "MSTl": 0.233633950099824, "MDP": 0.28182290248104663, "MSTd": 0.4352943409457222, "STPp": 0.0, "MIP": 0.28182290248104663, "AITd": 0.2996664499999999}, "PO": {"7a": 0.31187356990740184, "DP": 0.425126660792947, "FEF": 0.3969553786481969, "LIP": 0.4754470637035422, "MDP": 0.4397456164544487, "MIP": 0.4397456164544487, "MSTd": 0.4397456164544487, "MSTl": 0.4397456164544487, "MT": 0.5719047029350985, "PIP": 0.4397456164544487, "V1": 0.9108207897240361, "V2": 0.749151726197644, "V3": 0.749151726197644, "V3A": 0.5376665672762394, "V4t": 0.5681484209786033, "VIP": 0.4397456164544487, "VP": 0.749151726197644}, "VOT": {"V2": 0.6515582171973071, "VP": 0.6515582171973071}, "DP": {"7a": 0.3569152409933993, "46": 0.32873489289592567, "FEF": 0.5164609, "LIP": 0.36808971, "MSTd": 0.359307158192874, "PIP": 0.7224508243801265, "PO": 0.91499421, "STPp": 0.0, "V2": 0.8284911256892572, "V3A": 0.7225151175175789, "V4": 0.502791527151495, "VP": 0.5036956237929567, "STPa": 0.33928533532425265, "MT": 0.4764831936322133, "MSTl": 0.2919336871009218, "PITd": 0.4306777609068619, "VOT": 0.4978915580368853, "MDP": 0.4544472048222968, "TF": 0.4477395966573806, "CITd": 0.26638558, "FST": 0.26638557999999996, "TH": 0.47371497212186886, "V4t": 0.4812295, "PITv": 0.16385097434860155, "VIP": 0.36808971, "MIP": 0.4544472048222968, "AITd": 0.16666665999999994, "V1": 0.91499421, "AITv": 0.16666665999999997, "V3": 0.887729957296875, "CITv": 0.16666665999999997}, "MIP": {"7a": 0.31187356990740184, "LIP": 0.4754470637035422, "PO": 0.4397456164544487, "V2": 0.749151726197644, "V3A": 0.5376665672762394}, "MDP": {}, "MSTd": {"7a": 0.44486240562524343, "46": 0.3154038868555226, "DP": 0.8352353799814716, "FEF": 0.6273571799011722, "FST": 0.28586558000000006, "LIP": 0.52910535, "MT": 0.285560720530831, "PO": 0.94168235, "STPp": 0.05016722, "TF": 0.6059730506644079, "V2": 0.8875577521323456, "V3": 0.9072129777530921, "V3A": 0.8681135828616146, "VIP": 0.52910535, "VP": 0.6210356415152859, "STPa": 0.3257802492365629, "MSTl": 0.2812370526681836, "PITd": 0.31125558595064046, "VOT": 0.48008040500394433, "MDP": 0.4397456164544487, "V4": 0.6120145117230196, "CITd": 0.28586558, "PIP": 0.8680375753748741, "TH": 0.6589031753555138, "PITv": 0.2981900252191592, "MIP": 0.4397456164544487, "AITd": 0.20786640000000003, "V1": 0.9097885214665646, "AITv": 0.2078664, "CITv": 0.20786640000000003}, "VIP": {"7a": 0.31187356990740184, "46": 0.3154038868555226, "FEF": 0.3969553786481969, "FST": 0.3257802492365629, "LIP": 0.4754470637035422, "MDP": 0.4397456164544487, "MIP": 0.4397456164544487, "MSTd": 0.4397456164544487, "MSTl": 0.4397456164544487, "MT": 0.5719047029350985, "PIP": 0.4397456164544487, "PO": 0.4397456164544487, "STPp": 0.3257802492365629, "V2": 0.749151726197644, "V3": 0.749151726197644, "V3A": 0.5376665672762394, "V4": 0.6080369758634977, "V4t": 0.5681484209786033, "VP": 0.749151726197644}, "LIP": {"7a": 0.28076284141826424, "46": 0.2841284860076212, "DP": 0.390189400203489, "FEF": 0.362694437412613, "FST": 0.29403822928836465, "MDP": 0.40452785345081144, "MIP": 0.40452785345081144, "MSTd": 0.40452785345081144, "MT": 0.5363312838211267, "PIP": 0.40452785345081144, "PO": 0.40452785345081144, "STPp": 0.29403822928836465, "V2": 0.7196467830007919, "V3": 0.7196467830007919, "V3A": 0.5018058412911562, "V4": 0.573062361443146, "V4t": 0.5325302918019821, "VIP": 0.40452785345081144, "VP": 0.7196467830007919}, "PITv": {"7a": 0.21980894609736484, "AITd": 0.24175822798053087, "AITv": 0.24175822798053087, "CITd": 0.24175822798053087, "CITv": 0.24175822798053087, "FST": 0.23150869224939957, "LIP": 0.365469778336114, "MT": 0.4597488319767691, "STPp": 0.23150869224939957, "TF": 0.3027748504611968, "TH": 0.19454931004337409, "V2": 0.6515582171973071, "V4": 0.49677433132557947, "V4t": 0.4559549345314889, "VOT": 0.4397456164544487, "VP": 0.6515582171973071}, "PITd": {"7a": 0.21980894609736484, "FST": 0.23150869224939957, "MT": 0.4597488319767691, "STPp": 0.23150869224939957, "V2": 0.6515582171973071, "V4": 0.49677433132557947, "V4t": 0.4559549345314889, "VOT": 0.4397456164544487, "VP": 0.6515582171973071}, "AITv": {"CITd": 0.4397456164544487, "CITv": 0.4397456164544487, "PITd": 0.6544746643053295, "PITv": 0.6544746643053295, "TF": 0.5130062065154856, "TH": 0.3774407149467103, "V4": 0.7057317983155025}, "MSTl": {"7a": 0.31187356990740184, "46": 0.3154038868555226, "DP": 0.425126660792947, "FEF": 0.3969553786481969, "FST": 0.3257802492365629, "LIP": 0.4754470637035422, "MT": 0.5719047029350985, "PO": 0.4397456164544487, "STPp": 0.3257802492365629, "V1": 0.9108207897240361, "V2": 0.749151726197644, "V3A": 0.5376665672762394, "V4t": 0.5681484209786033, "VIP": 0.4397456164544487}, "FST": {"7a": 0.42443302964932406, "46": 0.4283372333963633, "CITv": 0.45288136231295556, "DP": 0.5442655594117083, "FEF": 0.5154533480763229, "LIP": 0.594213477151346, "MSTd": 0.5589734213408636, "MSTl": 0.5589734213408636, "MT": 0.6848151869041003, "STPp": 0.4397456164544487, "TF": 0.5262461396949784, "V2": 0.8344259484773664, "V3": 0.8344259484773664, "V3A": 0.6534080536187905, "V4": 0.7170795468774352, "V4t": 0.6814092972055, "VIP": 0.5589734213408636, "VP": 0.8344259484773664}, "CITv": {"AITd": 0.4397456164544487, "AITv": 0.4397456164544487, "MT": 0.6729152169546991, "PITd": 0.6544746643053295, "PITv": 0.6544746643053295, "TF": 0.5130062065154856, "V2": 0.826025395583821, "V4": 0.7057317983155025, "STPa": 0.4266758765307271, "MSTl": 0.5458319856708994, "V3A": 0.6410656305130789, "VOT": 0.6544746643053295, "46": 0.4153365490462339, "MSTd": 0.5458319856708994, "LIP": 0.5812795053424596, "VP": 0.826025395583821, "CITd": 0.4397456164544487, "PIP": 0.5458319856708994, "FST": 0.4266758765307271, "TH": 0.3774407149467103, "DP": 0.531068720161679, "STPp": 0.4266758765307271, "V4t": 0.669456888813816, "7a": 0.4114584896417437, "VIP": 0.5458319856708994, "V1": 0.9465819449520904, "V3": 0.826025395583821, "PO": 0.5458319856708994, "FEF": 0.5022006131674926}, "CITd": {"V4": 0.7057317983155025}, "7a": {"46": 0.443675163086642, "AITd": 0.46834387056913884, "CITv": 0.46834387056913884, "DP": 0.5596718210193434, "FEF": 0.5309653576659095, "FST": 0.45514888874900034, "LIP": 0.6092437172723907, "MDP": 0.5742944358234963, "MIP": 0.5742944358234963, "MSTd": 0.5742944358234963, "MSTl": 0.5742944358234963, "MT": 0.6985232422376585, "PIP": 0.5742944358234963, "PO": 0.5742944358234963, "STPa": 0.45514888874900034, "STPp": 0.45514888874900034, "TF": 0.5417280230142912, "TH": 0.40515398450884493, "V2": 0.8439331894156354, "V3": 0.8439331894156354, "V3A": 0.6676703062854825, "V4": 0.7301077109056936, "V4t": 0.6951825087343344, "VIP": 0.5742944358234963, "VP": 0.8439331894156354, "PITd": 0.6806832403963549, "VOT": 0.6806832403963549, "CITd": 0.46834387056913884, "PITv": 0.6806832403963549, "V1": 0.9539824713073445, "AITv": 0.46834387056913884}, "STPp": {"7a": 0.42443302964932406, "46": 0.4283372333963633, "CITv": 0.45288136231295556, "FEF": 0.5154533480763229, "FST": 0.4397456164544487, "MSTd": 0.5589734213408636, "MSTl": 0.5589734213408636, "MT": 0.6848151869041003, "STPa": 0.4397456164544487, "TF": 0.5262461396949784, "TH": 0.3901300859940757, "V2": 0.8344259484773664, "V4": 0.7170795468774352, "V4t": 0.6814092972055, "PITd": 0.6666418222423477, "V3A": 0.6534080536187905, "VOT": 0.6666418222423477, "MDP": 0.5589734213408636, "LIP": 0.594213477151346, "CITd": 0.45288136231295556, "VP": 0.8344259484773664, "PIP": 0.5589734213408636, "DP": 0.5442655594117083, "PITv": 0.6666418222423477, "VIP": 0.5589734213408636, "MIP": 0.5589734213408636, "AITd": 0.45288136231295556, "V1": 0.9500983377771388, "AITv": 0.45288136231295556, "V3": 0.8344259484773664, "PO": 0.5589734213408636}, "STPa": {"7a": 0.42443302964932406, "46": 0.4283372333963633, "STPp": 0.4397456164544487, "TF": 0.5262461396949784, "TH": 0.3901300859940757, "MT": 0.6848151869041003, "MSTl": 0.5589734213408636, "PITd": 0.6666418222423477, "VOT": 0.6666418222423477, "V4": 0.7170795468774352, "MSTd": 0.5589734213408636, "LIP": 0.594213477151346, "VP": 0.8344259484773664, "CITd": 0.45288136231295556, "FST": 0.4397456164544487, "DP": 0.5442655594117083, "V4t": 0.6814092972055, "PITv": 0.6666418222423477, "VIP": 0.5589734213408636, "V2": 0.8344259484773664, "AITd": 0.45288136231295556, "V1": 0.9500983377771388, "AITv": 0.45288136231295556, "V3": 0.8344259484773664, "PO": 0.5589734213408636, "FEF": 0.5154533480763229, "CITv": 0.45288136231295556}, "FEF": {"7a": 0.3516293974131231, "46": 0.35533041409939803, "AITd": 0.3787579272123091, "CITv": 0.3787579272123091, "FST": 0.3661852703855369, "LIP": 0.5191568217929547, "MSTd": 0.48325225451521486, "MSTl": 0.48325225451521486, "MT": 0.6144158201881944, "PO": 0.48325225451521486, "STPp": 0.3661852703855369, "V2": 0.7827293680977521, "V3": 0.7827293680977521, "V3A": 0.5808929113039869, "V4": 0.6494469737044479, "V4t": 0.6107535641856292, "VIP": 0.48325225451521486, "VP": 0.7827293680977521, "STPa": 0.3661852703855369, "PITd": 0.5949508734340588, "VOT": 0.5949508734340588, "MDP": 0.48325225451521486, "TF": 0.45045065681875274, "CITd": 0.3787579272123091, "PIP": 0.48325225451521486, "TH": 0.319413423745837, "DP": 0.4684472210714786, "PITv": 0.5949508734340588, "MIP": 0.48325225451521486, "V1": 0.9272273846670287, "AITv": 0.3787579272123091}, "46": {"7a": 0.4358219970859884, "AITd": 0.46438597533050835, "CITv": 0.46438597533050835, "DP": 0.5557414275321807, "FEF": 0.5270038247288525, "LIP": 0.6054163293692177, "MT": 0.6950448469649315, "STPa": 0.45120425795166497, "STPp": 0.45120425795166497, "TF": 0.5377757373505233, "TH": 0.4012994082965777, "V2": 0.8415379443445309, "V4": 0.7268063099411157, "VIP": 0.5703878991437041, "MSTl": 0.5703878991437041, "PITd": 0.6771176328311563, "V3A": 0.6640467174085998, "VOT": 0.6771176328311563, "MDP": 0.5703878991437041, "MSTd": 0.5703878991437041, "VP": 0.8415379443445309, "CITd": 0.46438597533050835, "PIP": 0.5703878991437041, "FST": 0.45120425795166497, "V4t": 0.6916870936512598, "PITv": 0.6771176328311563, "MIP": 0.5703878991437041, "V3": 0.8415379443445309, "AITv": 0.46438597533050835, "V1": 0.953013524197034, "PO": 0.5703878991437041}, "TF": {"7a": 0.3416307811243306, "46": 0.3452929507529249, "AITv": 0.3684973073841186, "CITv": 0.3684973073841186, "FEF": 0.42908445348136853, "FST": 0.35603954622911427, "LIP": 0.5083556917571386, "MT": 0.6040158814464341, "STPa": 0.35603954622911427, "STPp": 0.35603954622911427, "TH": 0.3097951619855184, "V2": 0.7746813206878705, "V3": 0.7746813206878705, "V3A": 0.5702799471915022, "V4": 0.6393554551781233, "VP": 0.7746813206878705}, "TH": {"7a": 0.47480376159200716, "46": 0.47876905627078103, "AITv": 0.5035828308582835, "FEF": 0.5659653164601144, "STPa": 0.4903272366306628, "STPp": 0.4903272366306628, "TF": 0.5765998675976063, "V2": 0.86415297954125, "V4": 0.7585211182027408}, "AITd": {"7a": 0.4114584896417437, "46": 0.4153365490462339, "CITd": 0.4397456164544487, "CITv": 0.4397456164544487, "FEF": 0.5022006131674926, "PITd": 0.6544746643053295, "STPa": 0.4266758765307271, "TF": 0.5130062065154856, "TH": 0.3774407149467103}}, "SLN_Data_FV91": {"MSTd": {"V1": 0.9097885214665646, "V2": 0.8875577521323456, "PO": 0.94168235, "TF": 0.6059730506644079, "TH": 0.6589031753555138, "PIP": 0.8680375753748741, "V4": 0.6120145117230196, "V3": 0.9072129777530921, "MSTd": 0.16862906228337676, "V3A": 0.8681135828616146, "VP": 0.6210356415152859, "DP": 0.8352353799814716, "7a": 0.44486240562524343, "PITd": 0.31125558595064046, "VOT": 0.48008040500394433, "VIP": 0.52910535, "LIP": 0.52910535, "STPp": 0.05016722, "MSTl": 0.2812370526681836, "MT": 0.285560720530831, "FST": 0.28586558000000006, "CITd": 0.28586558, "PITv": 0.2981900252191592, "AITd": 0.20786640000000003, "CITv": 0.20786640000000003, "AITv": 0.2078664, "FEF": 0.6273571799011722}, "V4": {"PO": 0.9296867466666666, "TF": 0.41928092775890013, "TH": 0.6746721308204547, "PIP": 0.6991783852090286, "V4": 0.35531495687884207, "V1": 0.8605949687186175, "V3": 0.8106335742703666, "V2": 0.8946774848445085, "MSTd": 0.4352943409457222, "V3A": 0.6995602901668315, "VP": 0.39992316913597753, "DP": 0.2538615627727568, "7a": 0.4232641237436804, "PITd": 0.29129667122990904, "VOT": 0.29207236355152044, "VIP": 0.24640913666666667, "LIP": 0.24640913666666664, "STPp": 0.0, "MSTl": 0.233633950099824, "MT": 0.4203839134858612, "FST": 0.2345769466666667, "CITd": 0.23457694666666673, "V4t": 0.44856999000000003, "AITd": 0.2996664499999999, "CITv": 0.2996664499999999, "AITv": 0.29966645, "PITv": 0.29280809982084094, "FEF": 0.6525620966666666}, "V1": {"PO": 0.404565065, "TF": 0.2856816827665948, "TH": 0.38953751737398074, "PIP": 0.00676816232675885, "V4": 0.22741361375468427, "V1": 0.404565065, "V3": 0.38394614661004506, "V2": 0.4007722176652155, "MSTd": 0.10606161761701319, "V3A": 0.006840776179282866, "VP": 0.2411506010095163, "DP": 0.06666331317758761, "7a": 0.13194421498048362, "PITd": 0.11926319973629251, "VOT": 0.13606147826236337, "VIP": 0.001953125, "LIP": 0.001953125, "STPp": 0.03868900250000001, "MSTl": 0.015780545587622773, "MT": 0.17512874899425246, "FST": 0.017777577500000002, "CITd": 0.017777577500000002, "V4t": 0.181545865, "PITv": 0.06536264773862561, "AITd": 0.01173693, "CITv": 0.01173693, "AITv": 0.01173693, "FEF": 0.12220022250000001}, "V2": {"V1": 0.7359601200000001, "V2": 0.5864300202496507, "TF": 0.25254592441901647, "PIP": 0.21467556119098472, "V3A": 0.2159478233405306, "VP": 0.25842434280049886, "V4": 0.2541399406855286, "V3": 0.31951689276600775, "DP": 0.11861750167939675, "7a": 0.2473485547389337, "PITd": 0.22234497210587106, "VOT": 0.22762425945260104, "VIP": 0.04916586000000001, "LIP": 0.04916585999999999, "STPp": 0.0, "MSTd": 0.23701435042788077, "MSTl": 0.06238784920796942, "MT": 0.26510935220880993, "FST": 0.07046779333333333, "CITd": 0.07046779333333335, "V4t": 0.26864967000000006, "PITv": 0.07596815828333246, "AITd": 0.03237627, "CITv": 0.03237627, "AITv": 0.03237627, "TH": 0.010029086666666668, "FEF": 0.20729421976778806}, "DP": {"PO": 0.91499421, "TF": 0.4477395966573806, "TH": 0.47371497212186886, "PIP": 0.7224508243801265, "V4": 0.502791527151495, "V1": 0.91499421, "V3": 0.887729957296875, "V2": 0.8284911256892572, "MSTd": 0.359307158192874, "V3A": 0.7225151175175789, "VP": 0.5036956237929567, "DP": 0.46428641987840946, "7a": 0.3569152409933993, "PITd": 0.4306777609068619, "VOT": 0.4978915580368853, "VIP": 0.36808971, "LIP": 0.36808971, "STPp": 0.0, "MSTl": 0.2919336871009218, "MT": 0.4764831936322133, "FST": 0.26638557999999996, "CITd": 0.26638558, "V4t": 0.4812295, "PITv": 0.16385097434860155, "AITd": 0.16666665999999994, "CITv": 0.16666665999999997, "AITv": 0.16666665999999997, "FEF": 0.5164609}}, "FLN_Data_FV91": {"V1": {"PO": 0.00732, "TF": 0.031515354, "TH": 0.0251198676, "PIP": 0.0011189715999999998, "V4": 0.10954549659999999, "V3": 0.023208176, "V2": 0.5977878200000001, "MSTd": 0.009428104000000001, "V3A": 0.0015919234, "VP": 0.025739616000000003, "DP": 0.0010145062, "7a": 0.0082967068, "PITd": 0.012291986738000001, "VOT": 0.011115732, "VIP": 0.0005227172, "LIP": 0.000407667, "STPa": 0.00062455239, "STPp": 0.0017661359199999996, "MSTl": 0.0018131874, "FST": 0.0024128178, "AITd": 0.0011806956020000002, "CITd": 0.0015557495139999996, "MT": 0.017819879999999993, "V4t": 0.010355839999999998, "PITv": 0.008508000268, "AITv": 0.0019543028, "CITv": 0.0031682135119999997, "FEF": 0.000192719624, "46": 6.56082e-07}, "V2": {"V1": 0.719374, "TF": 0.021752519333333328, "PIP": 0.0016004779333333335, "V3A": 0.0027763386666666665, "VP": 0.030574433333333335, "V4": 0.10780030110000002, "V3": 0.005494763999999998, "DP": 0.0006935116333333333, "7a": 0.003920323266666667, "PITd": 0.00645689953, "VOT": 0.005428937, "VIP": 0.00043936193333333335, "LIP": 0.0003024266666666667, "MDP": 7.533e-06, "PO": 9.915666666666666e-06, "MIP": 6.448e-06, "STPp": 0.0001565191266666667, "STPa": 6.775063e-05, "MSTd": 0.0035983412133333333, "MSTl": 0.0004045919666666667, "FST": 0.0005781431133333334, "AITd": 0.00011696018333333336, "CITd": 0.00015839591000000003, "MT": 0.010586940999999999, "V4t": 0.006289066666666667, "PITv": 0.0012713125800000002, "TH": 0.0004302408, "AITv": 0.0004452911, "CITv": 0.0007957710533333331, "FEF": 0.00011400506666666668}, "V4": {"V1": 0.03265630666666667, "V2": 0.25016898013333333, "PO": 0.002687799166666667, "TF": 0.052711999999999995, "TH": 0.012389706666666667, "PIP": 0.002219050266666667, "V3": 0.018678131733333336, "MSTd": 0.005856831066666667, "V3A": 0.0036355771333333336, "VP": 0.02896426666666667, "DP": 0.0010129916, "7a": 0.0070245596, "PITd": 0.05751595333333334, "VIP": 0.0017124856666666669, "LIP": 0.0013945623333333334, "STPa": 0.0020584594000000005, "STPp": 0.0006447129666666667, "MSTl": 0.005235169433333332, "FST": 0.009160531999999997, "AITd": 0.011051566, "CITd": 0.012193617333333332, "MT": 0.021604643499999996, "V4t": 0.011346133333333331, "PITv": 0.08069382666666668, "VOT": 0.04640013333333332, "AITv": 0.028120480000000003, "CITv": 0.08528930666666668, "46": 0.00020951288, "FEF": 0.0034942574533333333, "MIP": 3.755333333333333e-07, "MDP": 1.9494333333333333e-06}, "FEF": {"PO": 0.0019396929999999997, "TF": 0.0011607034433333333, "TH": 0.00016265508666666668, "PIP": 0.0015277950666666667, "V4": 0.004977958576666667, "V1": 0.00022920966666666672, "V3": 0.00037832696666666664, "V2": 0.0026317330000000002, "MSTd": 0.0092838776, "V3A": 0.00030441690000000004, "VP": 0.0009217902500000001, "PITd": 0.002460433963333334, "VOT": 0.00025604022, "DP": 0.0007984183666666667, "7a": 0.004013115566666667, "VIP": 0.005299874766666666, "LIP": 0.0039942541000000005, "MIP": 0.001530742066666667, "MDP": 0.0031931584000000008, "STPa": 0.0020900494333333333, "STPp": 0.027672489399999996, "MSTl": 0.001190899, "FST": 0.0016546871, "MT": 0.0022583639999999997, "CITd": 0.00028953729, "V4t": 0.0012444373333333333, "PITv": 0.00021049071, "AITd": 0.00011194493333333333, "AITv": 0.00010364666, "CITv": 0.00010565765666666668, "46": 0.1895018566666667}, "7a": {"V1": 2.03353e-05, "V2": 0.0004819565000000001, "PO": 0.019530515, "TF": 0.0347868766, "TH": 0.00023084030000000003, "PIP": 0.011194674, "V4": 0.0095445104, "V3": 1.7328000000000002e-06, "MSTd": 0.08197936960000002, "DP": 0.0140701901, "V3A": 5.58706e-05, "PITd": 0.007615705600000001, "VOT": 0.0008113, "VP": 0.0006863600000000001, "VIP": 0.0489402158, "LIP": 0.040764316, "MIP": 0.017571071599999995, "MDP": 0.024250399999999995, "STPa": 0.007041039999999999, "STPp": 0.0605408629, "MSTl": 0.013092799999999998, "FST": 0.00594815, "AITd": 0.001156032, "CITd": 0.0026997239999999997, "MT": 0.0011731722, "V4t": 9.539200000000002e-06, "PITv": 0.014191047999999998, "AITv": 0.015436940199999999, "CITv": 0.012528181999999999, "FEF": 0.014788873000000001, "46": 0.014181229799999999}, "DP": {"V1": 0.007304985799999999, "V2": 0.0868778232, "PO": 0.022935904999999993, "TF": 0.06188520200000001, "TH": 0.006924548, "PIP": 0.031740154, "V4": 0.265129002, "V3": 0.00384, "MSTd": 0.044096166400000004, "V3A": 0.020889140000000004, "VP": 0.06324947, "7a": 0.12170417, "PITd": 0.027323034000000003, "VOT": 0.010269784, "VIP": 0.009584543999999999, "LIP": 0.0064203, "MIP": 0.01056964, "MDP": 0.010851755000000001, "STPa": 0.0004850526, "STPp": 0.0005674942999999999, "MSTl": 0.005852022, "FST": 0.0030646910000000005, "AITd": 0.0003074472, "CITd": 0.0007696679999999999, "MT": 0.048233399999999996, "V4t": 0.028512000000000003, "PITv": 0.0048909, "AITv": 0.0054317116, "CITv": 0.0043738349999999995, "FEF": 0.0023306253, "46": 0.0011283134999999999}, "STPa": {"PO": 1.6968e-06, "TF": 0.01044059712, "TH": 0.00370067704, "PIP": 0.0, "V4": 2.16198e-05, "V1": 2.9014879999999998e-05, "V3": 1.584e-07, "V2": 3.010232e-05, "MSTd": 0.0188856368, "PITd": 0.0033370486800000003, "VOT": 1.237424e-05, "VP": 7.814400000000001e-07, "DP": 2.9721799999999997e-05, "7a": 0.006960793999999999, "VIP": 4.5480000000000005e-05, "LIP": 3.792000000000001e-05, "STPp": 0.30555149480000005, "MSTl": 0.007341100000000001, "FST": 0.0157761, "AITd": 0.025548469999999997, "CITd": 0.00680838, "MT": 0.0002621412, "V4t": 2.3232000000000005e-06, "PITv": 0.0008363146, "AITv": 0.0024953279999999998, "CITv": 0.0014250989999999998, "46": 0.014112841500000002, "FEF": 0.0010566697000000001}, "STPp": {"V4": 0.00041431336666666673, "PITd": 0.0011464076, "V2": 0.0005494173333333333, "V1": 0.0006513901333333334, "TH": 0.002792431666666667, "VIP": 0.003604891736666667, "7a": 0.03231078781333333, "DP": 0.0008150314333333333, "LIP": 0.0029458097466666675, "STPa": 0.0463087638, "MSTd": 0.07750212466666667, "MSTl": 0.008363258666666666, "FST": 0.0029582593, "AITd": 0.00045012213333333326, "CITd": 0.0007336893666666667, "MT": 0.0005119500000000001, "V4t": 4.476266666666667e-05, "AITv": 0.00024408833333333332, "CITv": 0.00028173233333333335, "VOT": 3.2250000000000005e-05, "PITv": 0.00017818766666666665, "TF": 0.0077603151333333325, "PO": 1.9194299999999993e-05, "46": 0.006187686136666667, "FEF": 0.0027500169733333333, "PIP": 0.0006357816999999999, "V3": 4.158199999999999e-06, "V3A": 0.0001946754, "VP": 8.875213333333334e-05, "MDP": 1.0888033333333335e-05, "MIP": 1.0488666666666666e-06}, "CITv": {"PO": 1.77256e-06, "TF": 0.03182241, "TH": 0.0041587257, "PIP": 0.000142787, "V4": 0.0709605166, "V1": 3.07546e-05, "V3": 4.4818000000000004e-05, "V2": 0.00166803487, "MSTd": 8.492860000000002e-06, "V3A": 0.00020133600000000004, "VP": 0.012700080000000002, "DP": 0.0002021464, "7a": 0.0016731169699999997, "PITd": 0.0955115232, "VOT": 0.037845000000000004, "VIP": 0.00107708, "LIP": 0.00089439, "STPa": 0.005788337000000001, "STPp": 0.00013233991, "MSTl": 0.00023593203999999998, "FST": 0.0020013619999999996, "AITd": 0.1731416, "CITd": 0.10012099999999997, "MT": 9.8895e-05, "V4t": 2.64e-06, "PITv": 0.04409120000000001, "AITv": 0.12012400000000001, "FEF": 0.010091085640000002, "46": 0.0021442090000000002}, "46": {"TF": 0.00023437925, "PIP": 1.3434800000000002e-05, "V3A": 3.5756000000000005e-06, "VP": 5.0537e-06, "V4": 5.4178949999999994e-05, "V3": 4.477375e-05, "V2": 0.00099948935, "DP": 0.0005022087000000001, "7a": 0.009070648600000002, "VIP": 0.0030687705, "LIP": 0.0025490456000000004, "MDP": 0.00010807840000000002, "PO": 7.39644e-05, "MIP": 1.8074200000000004e-05, "STPa": 0.0033303452000000007, "STPp": 0.009455807400000002, "MSTd": 0.0009848546000000005, "MSTl": 0.0007123987000000001, "FST": 0.00237433, "AITd": 0.005064239399999999, "CITd": 0.0051180683, "MT": 4.3527e-06, "PITd": 0.0031302532999999996, "TH": 6.31086e-05, "AITv": 0.00015379490000000002, "CITv": 0.0013516526999999996, "VOT": 3.4511e-06, "PITv": 0.0002622428, "FEF": 0.12080655639999999, "V1": 0.00010192, "V4t": 1.4608e-06}, "MSTd": {"V1": 0.02872964328, "V2": 0.14120797318999997, "PO": 0.00119106314, "TF": 0.06385009, "TH": 0.00618325579, "PIP": 0.014145930179999999, "V4": 0.34126389999999995, "V3": 0.013097999999999999, "V3A": 0.020916080000000004, "VP": 0.07663900000000001, "DP": 0.014847490000000001, "7a": 0.004676075, "PITd": 0.12423347000000001, "VOT": 0.021822499999999998, "VIP": 0.009725760000000002, "LIP": 0.007245720000000001, "MIP": 1.33392e-06, "MDP": 8.314200000000001e-07, "STPa": 0.0021726988, "STPp": 0.0026488431199999996, "MSTl": 0.01104449, "FST": 0.01762035, "AITd": 0.00425251, "CITd": 0.00940632, "MT": 0.00558822, "PITv": 0.01629822, "AITv": 0.0058828, "CITv": 0.01248798, "FEF": 0.0028822971000000003, "46": 6.20149e-05}, "VP": {}, "V3": {}, "PIP": {}, "V3A": {}, "MT": {}, "V4t": {}, "PO": {}, "VOT": {}, "MIP": {}, "MDP": {}, "VIP": {}, "LIP": {}, "PITv": {}, "PITd": {}, "AITv": {}, "MSTl": {}, "FST": {}, "CITd": {}, "TF": {}, "TH": {}, "AITd": {}}, "FLN_completed": {"V1": {"PO": 0.00732, "TF": 0.031515354, "TH": 0.0251198676, "PIP": 0.0011189715999999998, "V4": 0.10954549659999999, "V3": 0.023208176, "V2": 0.5977878200000001, "MSTd": 0.009428104000000001, "V3A": 0.0015919234, "VP": 0.025739616000000003, "DP": 0.0010145062, "7a": 0.0082967068, "PITd": 0.012291986738000001, "VOT": 0.011115732, "VIP": 0.0005227172, "LIP": 0.000407667, "STPa": 0.00062455239, "STPp": 0.0017661359199999996, "MSTl": 0.0018131874, "FST": 0.0024128178, "AITd": 0.0011806956020000002, "CITd": 0.0015557495139999996, "MT": 0.017819879999999993, "V4t": 0.010355839999999998, "PITv": 0.008508000268, "AITv": 0.0019543028, "CITv": 0.0031682135119999997, "FEF": 0.000192719624, "46": 6.56082e-07, "external": 0.0}, "V2": {"V1": 0.719374, "TF": 0.021752519333333328, "PIP": 0.0016004779333333335, "V3A": 0.0027763386666666665, "VP": 0.030574433333333335, "V4": 0.10780030110000002, "V3": 0.005494763999999998, "DP": 0.0006935116333333333, "7a": 0.003920323266666667, "PITd": 0.00645689953, "VOT": 0.005428937, "VIP": 0.00043936193333333335, "LIP": 0.0003024266666666667, "MDP": 7.533e-06, "PO": 9.915666666666666e-06, "MIP": 6.448e-06, "STPp": 0.0001565191266666667, "STPa": 6.775063e-05, "MSTd": 0.0035983412133333333, "MSTl": 0.0004045919666666667, "FST": 0.0005781431133333334, "AITd": 0.00011696018333333336, "CITd": 0.00015839591000000003, "MT": 0.010586940999999999, "V4t": 0.006289066666666667, "PITv": 0.0012713125800000002, "TH": 0.0004302408, "AITv": 0.0004452911, "CITv": 0.0007957710533333331, "FEF": 0.00011400506666666668, "46": 5.056234787738941e-05, "external": 0.002769274482736845}, "VP": {"7a": 0.001966574318848339, "DP": 0.0024756461209531136, "LIP": 0.0018548814372213482, "MSTd": 0.004174892925022077, "MT": 0.008293452698284402, "PIP": 0.004530947395055978, "TF": 0.00705236411780784, "V2": 0.00717581605963354, "V3A": 0.005137466728058192, "V4": 0.008567477824525566, "VIP": 0.002442567075962061, "VOT": 0.010505902036643833, "external": 0.0}, "V3": {"7a": 0.004674246831500541, "FST": 0.001678543003493744, "LIP": 0.0049843652643756075, "MSTd": 0.004926477098009895, "MT": 0.00733451210571452, "PIP": 0.013445388063019195, "TF": 0.001972570146235144, "V1": 0.008586428591530818, "V2": 0.005900422577201198, "V3A": 0.017879918293458957, "V4": 0.005452910062762763, "V4t": 0.0064882545931690865, "VIP": 0.005743942149742755, "VP": 0.004194632953905766, "external": 0.0}, "PIP": {"7a": 0.008621057407958396, "DP": 0.011162671737969579, "LIP": 0.00953663308985513, "MT": 0.009990570858078392, "V1": 0.00527818493705959, "V2": 0.004725558994582357, "V3": 0.013445388063019195, "V4": 0.005410030671440896, "VP": 0.004530947395055978, "external": 0.006721419057747149}, "V3A": {"7a": 0.00868247987997409, "DP": 0.015543435560302327, "FST": 0.002433014251653756, "LIP": 0.008517773248403361, "MIP": 0.007032378516660398, "MSTd": 0.007795706029440842, "MSTl": 0.0052012331547735356, "MT": 0.011026528667923917, "V1": 0.006635229529771761, "V2": 0.005672463185317145, "V3": 0.017879918293458957, "V4": 0.007596844403044716, "VIP": 0.009396080130381014, "VP": 0.005137466728058192, "external": 0.0}, "MT": {"7a": 0.007668578783559499, "46": 0.0002982264907871621, "CITv": 0.0038163017519338253, "DP": 0.0067985734994770045, "FEF": 0.0005936836670590779, "FST": 0.008971528370378384, "LIP": 0.007256401869854357, "MIP": 0.004627972542024091, "MSTd": 0.01449135961835989, "MSTl": 0.017852332108062183, "PIP": 0.009990570858078392, "PO": 0.005124127489289287, "STPp": 0.005741274636653619, "V1": 0.0034419775555150226, "V2": 0.004610708369380301, "V3": 0.00733451210571452, "V3A": 0.011026528667923917, "V4": 0.012266466578010995, "V4t": 0.022905029760814703, "VIP": 0.00941716871058578, "VP": 0.008293452698284402, "external": 0.010053373851418083}, "V4t": {"7a": 0.005758077370591879, "46": 0.0002258161213703737, "FST": 0.0075262122160688, "MSTd": 0.011356730621151199, "MT": 0.022905029760814703, "V2": 0.004346258427304073, "V3": 0.0064882545931690865, "V4": 0.014563486215169221, "external": 0.0}, "V4": {"V1": 0.03265630666666667, "V2": 0.25016898013333333, "PO": 0.002687799166666667, "TF": 0.052711999999999995, "TH": 0.012389706666666667, "PIP": 0.002219050266666667, "V3": 0.018678131733333336, "MSTd": 0.005856831066666667, "V3A": 0.0036355771333333336, "VP": 0.02896426666666667, "DP": 0.0010129916, "7a": 0.0070245596, "PITd": 0.05751595333333334, "VIP": 0.0017124856666666669, "LIP": 0.0013945623333333334, "STPa": 0.0020584594000000005, "STPp": 0.0006447129666666667, "MSTl": 0.005235169433333332, "FST": 0.009160531999999997, "AITd": 0.011051566, "CITd": 0.012193617333333332, "MT": 0.021604643499999996, "V4t": 0.011346133333333331, "PITv": 0.08069382666666668, "VOT": 0.04640013333333332, "AITv": 0.028120480000000003, "CITv": 0.08528930666666668, "46": 0.00020951288, "FEF": 0.0034942574533333333, "MIP": 3.755333333333333e-07, "MDP": 1.9494333333333333e-06, "external": 0.0}, "PO": {"7a": 0.004144248657410051, "DP": 0.005220646508186041, "FEF": 0.0001886114098855978, "LIP": 0.0048842515280058535, "MDP": 0.014405320247417218, "MIP": 0.020617646941670047, "MSTd": 0.004321736159726882, "MSTl": 0.0029108328936136986, "MT": 0.005124127489289287, "PIP": 0.015334961576419863, "V1": 0.003897505308584523, "V2": 0.002979802254013754, "V3": 0.008521681404942045, "V3A": 0.008186751962556745, "V4t": 0.003978868012995961, "VIP": 0.007279513913864154, "VP": 0.0025287698806870013, "external": 0.006542796226354337}, "VOT": {"V2": 0.00275414110376441, "VP": 0.010505902036643833, "external": 0.0}, "DP": {"V1": 0.007304985799999999, "V2": 0.0868778232, "PO": 0.022935904999999993, "TF": 0.06188520200000001, "TH": 0.006924548, "PIP": 0.031740154, "V4": 0.265129002, "V3": 0.00384, "MSTd": 0.044096166400000004, "V3A": 0.020889140000000004, "VP": 0.06324947, "7a": 0.12170417, "PITd": 0.027323034000000003, "VOT": 0.010269784, "VIP": 0.009584543999999999, "LIP": 0.0064203, "MIP": 0.01056964, "MDP": 0.010851755000000001, "STPa": 0.0004850526, "STPp": 0.0005674942999999999, "MSTl": 0.005852022, "FST": 0.0030646910000000005, "AITd": 0.0003074472, "CITd": 0.0007696679999999999, "MT": 0.048233399999999996, "V4t": 0.028512000000000003, "PITv": 0.0048909, "AITv": 0.0054317116, "CITv": 0.0043738349999999995, "FEF": 0.0023306253, "46": 0.0011283134999999999, "external": 0.004211451692517544}, "MIP": {"7a": 0.004628073242481961, "LIP": 0.005628643453612285, "PO": 0.020617646941670047, "V2": 0.002317741117550906, "V3A": 0.007032378516660398, "external": 0.010374993985500259}, "MDP": {"external": 0.011419607784729701}, "MSTd": {"V1": 0.02872964328, "V2": 0.14120797318999997, "PO": 0.00119106314, "TF": 0.06385009, "TH": 0.00618325579, "PIP": 0.014145930179999999, "V4": 0.34126389999999995, "V3": 0.013097999999999999, "V3A": 0.020916080000000004, "VP": 0.07663900000000001, "DP": 0.014847490000000001, "7a": 0.004676075, "PITd": 0.12423347000000001, "VOT": 0.021822499999999998, "VIP": 0.009725760000000002, "LIP": 0.007245720000000001, "MIP": 1.33392e-06, "MDP": 8.314200000000001e-07, "STPa": 0.0021726988, "STPp": 0.0026488431199999996, "MSTl": 0.01104449, "FST": 0.01762035, "AITd": 0.00425251, "CITd": 0.00940632, "MT": 0.00558822, "PITv": 0.01629822, "AITv": 0.0058828, "CITv": 0.01248798, "FEF": 0.0028822971000000003, "46": 6.20149e-05, "external": 0.0072490129352875}, "VIP": {"7a": 0.015446422673293946, "46": 0.0003458110186325523, "FEF": 0.0006773108120469758, "FST": 0.002979432398247835, "LIP": 0.019527396424842813, "MDP": 0.006218843583134815, "MIP": 0.00854479275972444, "MSTd": 0.012160526096505421, "MSTl": 0.006600939858094132, "MT": 0.00941716871058578, "PIP": 0.012547211081402667, "PO": 0.007279513913864154, "STPp": 0.0028081138130298814, "V2": 0.0023722199828714475, "V3": 0.005743942149742755, "V3A": 0.009396080130381014, "V4": 0.003911943716196138, "V4t": 0.006957528571384772, "VP": 0.002442567075962061, "external": 0.025685025786337367}, "LIP": {"7a": 0.0200256002116261, "46": 0.0002602252700827285, "DP": 0.014354121318509222, "FEF": 0.000521760134974346, "FST": 0.002253883895344027, "MDP": 0.0040408631174151345, "MIP": 0.005628643453612285, "MSTd": 0.010960695690248752, "MT": 0.007256401869854357, "PIP": 0.00953663308985513, "PO": 0.0048842515280058535, "STPp": 0.00244222691917776, "V2": 0.0019352055971065822, "V3": 0.0049843652643756075, "V3A": 0.008517773248403361, "V4": 0.0031585061105836834, "V4t": 0.005430465611173537, "VIP": 0.019527396424842813, "VP": 0.0018548814372213482, "external": 0.02010122555511015}, "PITv": {"7a": 0.001519128953463658, "AITd": 0.006359379280575416, "AITv": 0.007758145814052114, "CITd": 0.017478643524974677, "CITv": 0.015691806311089743, "FST": 0.01263496858298248, "LIP": 0.001285789125409984, "MT": 0.007004200569019747, "STPp": 0.003829466462804577, "TF": 0.009068192149592905, "TH": 0.005708336359028609, "V2": 0.0018379391047956878, "V4": 0.007007339925830216, "V4t": 0.0083415091788602, "VOT": 0.019379857366420852, "VP": 0.006643210862858017, "external": 0.0}, "PITd": {"7a": 0.002196946592552967, "FST": 0.012982843785615662, "MT": 0.010136691826050192, "STPp": 0.004493623560965627, "V2": 0.0019962868813370362, "V4": 0.009015562729701311, "V4t": 0.011986441343393476, "VOT": 0.016997572679928255, "VP": 0.0059050722299335764, "external": 0.0}, "AITv": {"CITd": 0.013892253195462468, "CITv": 0.015709600532818804, "PITd": 0.005118145751195346, "PITv": 0.007758145814052114, "TF": 0.006947301047502546, "TH": 0.005486718323377269, "V4": 0.0016643210932731807, "external": 0.0}, "MSTl": {"7a": 0.0063626815273536775, "46": 0.0005595505371621943, "DP": 0.0033814076993188254, "FEF": 0.0011101970110222973, "FST": 0.016643198599736588, "LIP": 0.005335978271267846, "MT": 0.017852332108062183, "PO": 0.0029108328936136986, "STPp": 0.011601763981185209, "V1": 0.0017709112924698136, "V2": 0.0027725710447628854, "V3A": 0.0052012331547735356, "V4t": 0.014647861481879191, "VIP": 0.006600939858094132, "external": 0.0072734106207775415}, "FST": {"7a": 0.002689233899127888, "46": 0.0007407465799992857, "CITv": 0.011714210291935324, "DP": 0.0015307752733108727, "FEF": 0.0013885197573829428, "LIP": 0.002253883895344027, "MSTd": 0.006848877340960466, "MSTl": 0.016643198599736588, "MT": 0.008971528370378384, "STPp": 0.011041563402888874, "TF": 0.01059563824406266, "V2": 0.0016679794532344961, "V3": 0.001678543003493744, "V3A": 0.002433014251653756, "V4": 0.005061550773625565, "V4t": 0.0075262122160688, "VIP": 0.002979432398247835, "VP": 0.004466681106251745, "external": 0.010332209959069458}, "CITv": {"PO": 1.77256e-06, "TF": 0.03182241, "TH": 0.0041587257, "PIP": 0.000142787, "V4": 0.0709605166, "V1": 3.07546e-05, "V3": 4.4818000000000004e-05, "V2": 0.00166803487, "MSTd": 8.492860000000002e-06, "V3A": 0.00020133600000000004, "VP": 0.012700080000000002, "DP": 0.0002021464, "7a": 0.0016731169699999997, "PITd": 0.0955115232, "VOT": 0.037845000000000004, "VIP": 0.00107708, "LIP": 0.00089439, "STPa": 0.005788337000000001, "STPp": 0.00013233991, "MSTl": 0.00023593203999999998, "FST": 0.0020013619999999996, "AITd": 0.1731416, "CITd": 0.10012099999999997, "MT": 9.8895e-05, "V4t": 2.64e-06, "PITv": 0.04409120000000001, "AITv": 0.12012400000000001, "FEF": 0.010091085640000002, "46": 0.0021442090000000002, "external": 0.00981041654023485}, "CITd": {"V4": 0.0041777466613098085, "external": 0.0}, "7a": {"V1": 2.03353e-05, "V2": 0.0004819565000000001, "PO": 0.019530515, "TF": 0.0347868766, "TH": 0.00023084030000000003, "PIP": 0.011194674, "V4": 0.0095445104, "V3": 1.7328000000000002e-06, "MSTd": 0.08197936960000002, "DP": 0.0140701901, "V3A": 5.58706e-05, "PITd": 0.007615705600000001, "VOT": 0.0008113, "VP": 0.0006863600000000001, "VIP": 0.0489402158, "LIP": 0.040764316, "MIP": 0.017571071599999995, "MDP": 0.024250399999999995, "STPa": 0.007041039999999999, "STPp": 0.0605408629, "MSTl": 0.013092799999999998, "FST": 0.00594815, "AITd": 0.001156032, "CITd": 0.0026997239999999997, "MT": 0.0011731722, "V4t": 9.539200000000002e-06, "PITv": 0.014191047999999998, "AITv": 0.015436940199999999, "CITv": 0.012528181999999999, "FEF": 0.014788873000000001, "46": 0.014181229799999999, "external": 0.02938506023105533}, "STPp": {"V4": 0.00041431336666666673, "PITd": 0.0011464076, "V2": 0.0005494173333333333, "V1": 0.0006513901333333334, "TH": 0.002792431666666667, "VIP": 0.003604891736666667, "7a": 0.03231078781333333, "DP": 0.0008150314333333333, "LIP": 0.0029458097466666675, "STPa": 0.0463087638, "MSTd": 0.07750212466666667, "MSTl": 0.008363258666666666, "FST": 0.0029582593, "AITd": 0.00045012213333333326, "CITd": 0.0007336893666666667, "MT": 0.0005119500000000001, "V4t": 4.476266666666667e-05, "AITv": 0.00024408833333333332, "CITv": 0.00028173233333333335, "VOT": 3.2250000000000005e-05, "PITv": 0.00017818766666666665, "TF": 0.0077603151333333325, "PO": 1.9194299999999993e-05, "46": 0.006187686136666667, "FEF": 0.0027500169733333333, "PIP": 0.0006357816999999999, "V3": 4.158199999999999e-06, "V3A": 0.0001946754, "VP": 8.875213333333334e-05, "MDP": 1.0888033333333335e-05, "MIP": 1.0488666666666666e-06, "external": 0.0169218564119172}, "STPa": {"PO": 1.6968e-06, "TF": 0.01044059712, "TH": 0.00370067704, "PIP": 0.0, "V4": 2.16198e-05, "V1": 2.9014879999999998e-05, "V3": 1.584e-07, "V2": 3.010232e-05, "MSTd": 0.0188856368, "PITd": 0.0033370486800000003, "VOT": 1.237424e-05, "VP": 7.814400000000001e-07, "DP": 2.9721799999999997e-05, "7a": 0.006960793999999999, "VIP": 4.5480000000000005e-05, "LIP": 3.792000000000001e-05, "STPp": 0.30555149480000005, "MSTl": 0.007341100000000001, "FST": 0.0157761, "AITd": 0.025548469999999997, "CITd": 0.00680838, "MT": 0.0002621412, "V4t": 2.3232000000000005e-06, "PITv": 0.0008363146, "AITv": 0.0024953279999999998, "CITv": 0.0014250989999999998, "46": 0.014112841500000002, "FEF": 0.0010566697000000001, "external": 0.021379975066850528}, "FEF": {"PO": 0.0019396929999999997, "TF": 0.0011607034433333333, "TH": 0.00016265508666666668, "PIP": 0.0015277950666666667, "V4": 0.004977958576666667, "V1": 0.00022920966666666672, "V3": 0.00037832696666666664, "V2": 0.0026317330000000002, "MSTd": 0.0092838776, "V3A": 0.00030441690000000004, "VP": 0.0009217902500000001, "PITd": 0.002460433963333334, "VOT": 0.00025604022, "DP": 0.0007984183666666667, "7a": 0.004013115566666667, "VIP": 0.005299874766666666, "LIP": 0.0039942541000000005, "MIP": 0.001530742066666667, "MDP": 0.0031931584000000008, "STPa": 0.0020900494333333333, "STPp": 0.027672489399999996, "MSTl": 0.001190899, "FST": 0.0016546871, "MT": 0.0022583639999999997, "CITd": 0.00028953729, "V4t": 0.0012444373333333333, "PITv": 0.00021049071, "AITd": 0.00011194493333333333, "AITv": 0.00010364666, "CITv": 0.00010565765666666668, "46": 0.1895018566666667, "external": 0.030348245801991393}, "46": {"TF": 0.00023437925, "PIP": 1.3434800000000002e-05, "V3A": 3.5756000000000005e-06, "VP": 5.0537e-06, "V4": 5.4178949999999994e-05, "V3": 4.477375e-05, "V2": 0.00099948935, "DP": 0.0005022087000000001, "7a": 0.009070648600000002, "VIP": 0.0030687705, "LIP": 0.0025490456000000004, "MDP": 0.00010807840000000002, "PO": 7.39644e-05, "MIP": 1.8074200000000004e-05, "STPa": 0.0033303452000000007, "STPp": 0.009455807400000002, "MSTd": 0.0009848546000000005, "MSTl": 0.0007123987000000001, "FST": 0.00237433, "AITd": 0.005064239399999999, "CITd": 0.0051180683, "MT": 4.3527e-06, "PITd": 0.0031302532999999996, "TH": 6.31086e-05, "AITv": 0.00015379490000000002, "CITv": 0.0013516526999999996, "VOT": 3.4511e-06, "PITv": 0.0002622428, "FEF": 0.12080655639999999, "V1": 0.00010192, "V4t": 1.4608e-06, "external": 0.01948363363231367}, "TF": {"7a": 0.0018622862875994476, "46": 0.00027263187118762135, "AITv": 0.006947301047502546, "CITv": 0.008573111392548783, "FEF": 0.0004737508884470768, "FST": 0.01059563824406266, "LIP": 0.0016647514007397735, "MT": 0.0074104934764019845, "STPa": 0.005175064786224525, "STPp": 0.0037752777782433336, "TH": 0.014963255350597525, "V2": 0.0026546500269299987, "V3": 0.001972570146235144, "V3A": 0.002689205669205606, "V4": 0.004553843722667349, "VP": 0.00705236411780784, "external": 0.015077445206487964}, "TH": {"7a": 0.0019360577800537108, "46": 0.00027677638429352176, "AITv": 0.005486718323377269, "FEF": 0.0004782252441620275, "STPa": 0.004275371779150058, "STPp": 0.0031604962683527966, "TF": 0.014963255350597525, "V2": 0.0022492167248699692, "V4": 0.0034039285639701463, "external": 0.01308305567128213}, "AITd": {"7a": 0.00046777517280729655, "46": 0.0005676113571555957, "CITd": 0.01329368143561811, "CITv": 0.012994646677276813, "FEF": 0.0008085031348249742, "PITd": 0.004758288424810753, "STPa": 0.014133181809193483, "TF": 0.004811523947655359, "TH": 0.0037689211883690063, "external": 0.0}}, "neuronal_densities": {"FEF": {"23": 61119.24615011697, "overall": 60822.524688517195, "4": 83820.50032477839, "5": 55405.3729147243, "6": 55405.3729147243}, "7a": {"23": 51225.809080885876, "overall": 52379.0, "4": 79926.19368350341, "5": 47522.666967296806, "6": 47522.666967296806}, "STPp": {"overall": 53725.75, "23": 51723.62311909379, "4": 88471.27398342734, "5": 51209.28871203213, "6": 51209.28871203213}, "CITv": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "PITv": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "VP": {"overall": 111730.0, "23": 107228.9012018876, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "V3A": {"23": 73724.98018754808, "overall": 76696.0, "4": 123618.64707486573, "5": 66311.20009349921, "6": 66311.20009349921}, "TF": {"23": 60035.31107952612, "overall": 61906.0, "4": 103256.25889601017, "5": 56636.008092846845, "6": 56636.008092846845}, "LIP": {"23": 66365.33597739544, "overall": 69275.0, "4": 104732.3373288077, "5": 59804.35175881624, "6": 59804.35175881624}, "V4t": {"overall": 80648.75, "23": 77437.49196037636, "4": 150877.76843256268, "5": 69309.7641053403, "6": 69309.7641053403}, "MIP": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "CITd": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "MSTd": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "DP": {"23": 61577.99107383698, "overall": 63763.032750087405, "4": 100988.31726393124, "5": 57674.084791137735, "6": 57674.084791137735}, "STPa": {"overall": 53725.75, "23": 51723.62311909379, "4": 88471.27398342734, "5": 51209.28871203213, "6": 51209.28871203213}, "MSTl": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "MT": {"23": 82184.85656009504, "overall": 81153.0, "4": 134779.48312587343, "5": 66175.91653374783, "6": 66175.91653374783}, "46": {"23": 50800.916845800064, "overall": 52720.0, "4": 75146.86652655818, "5": 52317.133324041286, "6": 52317.133324041286}, "AITv": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "VIP": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "PITd": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "VOT": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "V1": {"23": 166264.25225183976, "overall": 173360.0, "4": 190654.31742388426, "5": 152108.54915928794, "6": 152108.54915928794}, "V2": {"23": 107228.9012018876, "overall": 111730.0, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "V3": {"overall": 111730.0, "23": 107228.9012018876, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "V4": {"23": 82291.65437545427, "overall": 86223.0, "4": 179133.52509594912, "5": 72221.27249312654, "6": 72221.27249312654}, "TH": {"23": 49012.54441576494, "overall": 49446.0, "4": 0.0, "5": 50015.797726592515, "6": 50015.797726592515}, "PIP": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "FST": {"overall": 53725.75, "23": 51723.62311909379, "4": 88471.27398342734, "5": 51209.28871203213, "6": 51209.28871203213}, "MDP": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "PO": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "AITd": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}}, "neuronal_density_data_FV91_4layers": {"V1": {"23": 166264.25225183976, "overall": 173360.0, "4": 190654.31742388426, "5": 152108.54915928794, "6": 152108.54915928794}, "V2": {"23": 107228.9012018876, "overall": 111730.0, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "V4": {"23": 82291.65437545427, "overall": 86223.0, "4": 179133.52509594912, "5": 72221.27249312654, "6": 72221.27249312654}, "MT": {"23": 82184.85656009504, "overall": 81153.0, "4": 134779.48312587343, "5": 66175.91653374783, "6": 66175.91653374783}, "PITd": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "PITv": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "VOT": {"23": 71548.47671840806, "overall": 78523.0, "4": 165979.4184335624, "5": 72530.66730098764, "6": 72530.66730098764}, "V3A": {"23": 73724.98018754808, "overall": 76696.0, "4": 123618.64707486573, "5": 66311.20009349921, "6": 66311.20009349921}, "LIP": {"23": 66365.33597739544, "overall": 69275.0, "4": 104732.3373288077, "5": 59804.35175881624, "6": 59804.35175881624}, "DP": {"23": 61577.99107383698, "overall": 63763.032750087405, "4": 100988.31726393124, "5": 57674.084791137735, "6": 57674.084791137735}, "TF": {"23": 60035.31107952612, "overall": 61906.0, "4": 103256.25889601017, "5": 56636.008092846845, "6": 56636.008092846845}, "FEF": {"23": 61119.24615011697, "overall": 60822.524688517195, "4": 83820.50032477839, "5": 55405.3729147243, "6": 55405.3729147243}, "AITd": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "AITv": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "CITd": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "CITv": {"23": 52433.88327484462, "overall": 54902.0, "4": 99406.01786182387, "5": 52498.67727839522, "6": 52498.67727839522}, "46": {"23": 50800.916845800064, "overall": 52720.0, "4": 75146.86652655818, "5": 52317.133324041286, "6": 52317.133324041286}, "7a": {"23": 51225.809080885876, "overall": 52379.0, "4": 79926.19368350341, "5": 47522.666967296806, "6": 47522.666967296806}, "TH": {"23": 49012.54441576494, "overall": 49446.0, "4": 0.0, "5": 50015.797726592515, "6": 50015.797726592515}}, "realistic_neuronal_numbers": {"FEF": {"23E": 7116258.062416201, "23I": 2007264.3976278158, "4E": 3738560.648779402, "4I": 934682.8106165795, "5E": 2737096.7132908967, "5I": 601032.5772484133, "6E": 2605291.6369981444, "6I": 533546.3526134444, "total": 20273733.199590895}, "7a": {"23E": 7785533.377762723, "23I": 2196045.144605121, "4E": 2089479.7746036942, "4I": 522393.7798336135, "5E": 2488782.555412475, "5I": 546505.8601060383, "6E": 2988894.9338910277, "6I": 612105.7495735153, "total": 19229741.175788205}, "STPp": {"23E": 10231171.547963874, "23I": 2885879.9405705766, "4E": 3214014.74148318, "4I": 803540.3499240858, "5E": 3490372.4822190227, "5I": 766442.6172295379, "6E": 4191750.945380641, "6I": 858442.6389011556, "total": 26441615.263672072}, "CITv": {"23E": 4781074.136115523, "23I": 1348585.1428756928, "4E": 1754777.4509003817, "4I": 438714.3807202003, "5E": 1649485.19100076, "5I": 362206.541941404, "6E": 1980943.6224906985, "6I": 405684.0430081682, "total": 12721470.509052828}, "PITv": {"23E": 4546866.169615768, "23I": 1282522.7110930902, "4E": 3774053.5763523397, "4I": 943556.447402896, "5E": 1588254.3632775452, "5I": 348761.009668162, "6E": 1907408.6684699608, "6I": 390624.5748280269, "total": 14782047.520707788}, "VP": {"23E": 6917343.194842176, "23I": 1951156.998438778, "4E": 6436579.782354831, "4I": 1609218.3722346388, "5E": 2080057.8770850257, "5I": 456754.9771331035, "6E": 2498038.4234448234, "6I": 511581.6097475055, "total": 22460731.235280883}, "V3A": {"23E": 3964407.8216861454, "23I": 1118230.2002473997, "4E": 2306615.689972856, "4I": 576680.2356998073, "5E": 1228675.3686414948, "5I": 269801.91084601893, "6E": 1475573.499477787, "6I": 302187.6121195219, "total": 11242172.338691032}, "TF": {"23E": 6074732.165699517, "23I": 1713483.8976304682, "4E": 3384007.2514310316, "4I": 846040.4166365786, "5E": 2187728.4571476975, "5I": 480398.1045076902, "6E": 2627345.0398780513, "6I": 538062.7424494962, "total": 17851798.07538053}, "LIP": {"23E": 2913160.3478207462, "23I": 821707.5602758899, "4E": 1126140.8103144537, "4I": 281548.0492682131, "5E": 651795.5065530408, "5I": 143126.22978948214, "6E": 1575617.9037778564, "6I": 322676.0389258161, "total": 7835772.446725499}, "V4t": {"23E": 1360184.0182880426, "23I": 383663.56731095293, "4E": 980714.0653507396, "4I": 245189.70404091728, "5E": 419495.6041320673, "5I": 92116.04503106218, "6E": 503791.8171087833, "6I": 103173.20436517496, "total": 4088328.02562774}, "MIP": {"23E": 1861055.129421214, "23I": 524942.9785351913, "4E": 715830.5384720211, "4I": 178965.80060635193, "5E": 346345.2234161966, "5I": 76053.12637902048, "6E": 1560161.9034535293, "6I": 319510.75313518627, "total": 5582865.453418711}, "CITd": {"23E": 2399105.600172807, "23I": 676709.4749991855, "4E": 880533.5976096117, "4I": 220143.44427575002, "5E": 827698.765271022, "5I": 181752.40928116255, "6E": 994022.0132635923, "6I": 203569.0792011859, "total": 6383534.384074317}, "MSTd": {"23E": 5346732.588457302, "23I": 1508138.950880428, "4E": 2715843.8559756237, "4I": 678991.9455574008, "5E": 1777557.624205953, "5I": 390329.6638720288, "6E": 2134751.7749729697, "6I": 437182.9268926931, "total": 14989529.330814399}, "DP": {"23E": 5001221.312264808, "23I": 1410681.4841054436, "4E": 2151023.612566881, "4I": 537780.4413987652, "5E": 1614053.3029574256, "5I": 354426.13765972335, "6E": 1938391.8172152215, "6I": 396969.71706498606, "total": 13404547.825233255}, "STPa": {"23E": 3280648.3045655773, "23I": 925363.9321585639, "4E": 1030581.0984660854, "4I": 257657.03118848646, "5E": 1119195.8332839224, "5I": 245761.55926750044, "6E": 1344094.424343897, "6I": 275261.5743637242, "total": 8478563.757637756}, "MSTl": {"23E": 1294223.7740036394, "23I": 365058.33281135384, "4E": 657393.9554174577, "4I": 164355.98821502394, "5E": 430273.4985989926, "5I": 94482.73732122207, "6E": 516735.4927626279, "6I": 105823.9828179387, "total": 3628347.761948256}, "MT": {"23E": 3387941.185455547, "23I": 955627.755932295, "4E": 1576557.5125129828, "4I": 394157.3630416898, "5E": 792485.0871952683, "5I": 174019.92120885785, "6E": 885309.68110297, "6I": 181305.51857530785, "total": 8347404.025024918}, "46": {"23E": 6032896.419270735, "23I": 1701683.3974774193, "4E": 1971206.910649511, "4I": 492824.21462234406, "5E": 2194273.9158227458, "5I": 481835.4062579843, "6E": 2933147.6012706426, "6I": 600689.0676308342, "total": 16408556.933002219}, "AITv": {"23E": 4583767.781081143, "23I": 1292931.4526339208, "4E": 1682360.9325874117, "4I": 420609.4250352009, "5E": 1581413.8954186402, "5I": 347258.92755069106, "6E": 1899193.6318913486, "6I": 388942.19012266054, "total": 12196478.236321017}, "VIP": {"23E": 4821635.686107228, "23I": 1360026.2337547531, "4E": 2235064.080697643, "4I": 558791.51714088, "5E": 859117.3541222662, "5I": 188651.54270932236, "6E": 668974.5483609311, "6I": 137001.52612490626, "total": 10829262.48901793}, "PITd": {"23E": 6587774.377258495, "23I": 1858196.3794868276, "4E": 5468076.807458739, "4I": 1367081.580107982, "5E": 2301158.866053231, "5I": 505306.0190405548, "6E": 2763568.903143899, "6I": 565960.4811718109, "total": 21417123.41372154}, "VOT": {"23E": 3176820.440084732, "23I": 896077.4765485821, "4E": 2636869.0205685482, "4I": 659247.335783485, "5E": 1109687.1421091869, "5I": 243673.56831882143, "6E": 1332674.9940612898, "6I": 272922.9511978245, "total": 10327972.928672472}, "V1": {"23E": 70351649.31455898, "23I": 19843906.691540737, "4E": 104498963.79693717, "4I": 26125933.043277144, "5E": 30792502.779850837, "5I": 6761652.672276523, "6E": 29454725.608150266, "6I": 6032131.371505871, "total": 293861465.2780975}, "V2": {"23E": 60291657.94579554, "23I": 17006311.09876571, "4E": 43780517.995760456, "4I": 10945628.934463676, "5E": 22768869.615967955, "5I": 4999762.090929045, "6E": 22970833.698674805, "6I": 4704273.549405582, "total": 187467854.92976275}, "V3": {"23E": 7050338.08337958, "23I": 1988670.5206419022, "4E": 5718439.590182145, "4I": 1429675.1318552576, "5E": 1453678.9582375523, "5I": 319209.91557175113, "6E": 1751820.7797907297, "6I": 358761.21283939376, "total": 20070594.19249831}, "V4": {"23E": 36181631.72328601, "23I": 10205658.72811732, "4E": 19007157.695427947, "4I": 4752006.252030559, "5E": 7854280.51218247, "5I": 1724702.8341184186, "6E": 7950727.398374058, "6I": 1628255.9479268312, "total": 89304421.09146364}, "TH": {"23E": 1102237.244142804, "23I": 310905.1918159415, "4E": 0.0, "4I": 0.0, "5E": 1041658.381430335, "5I": 228735.29406666115, "6E": 484476.77823009423, "6I": 99217.61321447158, "total": 3267230.502900307}, "PIP": {"23E": 4707159.180232314, "23I": 1327736.1435708222, "4E": 2390976.007726943, "4I": 597771.2774965055, "5E": 1564927.093461991, "5I": 343638.62980144745, "6E": 1879393.8632305118, "6I": 384887.3295452276, "total": 13196489.525065761}, "FST": {"23E": 2228633.7959837206, "23I": 628624.9367001414, "4E": 766864.0534953041, "4I": 191724.76153779466, "5E": 774255.1693285241, "5I": 170016.85677007798, "6E": 929839.1087289786, "6I": 190424.84838715038, "total": 5880383.530931692}, "MDP": {"23E": 3435994.282487219, "23I": 969181.9679945091, "4E": 1745294.6835990446, "4I": 436343.58071819134, "5E": 1142319.6751505157, "5I": 250839.26887325756, "6E": 1371864.9234808546, "6I": 280948.7873860063, "total": 9632787.169689598}, "PO": {"23E": 3342251.0816976735, "23I": 942740.0672351314, "4E": 1697678.3325487978, "4I": 424438.9497620289, "5E": 1111154.11028934, "5I": 243995.69638312308, "6E": 1334436.7445012, "6I": 273283.7459388356, "total": 9369978.72835613}, "AITd": {"23E": 4508601.451957001, "23I": 1271729.4817346197, "4E": 1654772.952217552, "4I": 413712.1152270119, "5E": 1555481.2821141132, "5I": 341564.44648485165, "6E": 1868049.9482618198, "6I": 382564.1714120074, "total": 11996475.849408979}}, "total_thicknesses": {"V1": 1240.0, "V2": 1460.0, "VP": 1585.342273262686, "V3": 1585.342273262686, "PIP": 2070.561486887418, "V3A": 1660.0, "MT": 1960.0, "V4t": 1880.0673770928606, "V4": 1890.0, "PO": 2070.561486887418, "VOT": 1904.2178479221384, "DP": 2060.0, "MIP": 2070.561486887418, "MDP": 2070.561486887418, "MSTd": 2070.561486887418, "VIP": 2070.561486887418, "LIP": 2300.0, "PITv": 1904.2178479221384, "PITd": 1904.2178479221384, "AITv": 2630.0, "MSTl": 2070.561486887418, "FST": 2247.328674211474, "CITv": 2227.7479202457143, "CITd": 2227.7479202457143, "7a": 2680.0, "STPp": 2247.328674211474, "STPa": 2247.328674211474, "FEF": 2210.0, "46": 1860.0, "TF": 1620.0, "TH": 1870.0, "AITd": 2630.0}, "laminar_thicknesses": {"V1": {"1": 0.08967005445322952, "23": 0.3653998098401042, "4": 0.4614890241689768, "5": 0.16629777405727372, "6": 0.1571433374804157}, "V2": {"1": 0.1206349760574621, "23": 0.6040487829209896, "4": 0.23883030726256985, "5": 0.24866171189146055, "6": 0.24782422186751799}, "VP": {"1": 0.17714878802273043, "23": 0.6333760829470785, "4": 0.3209011312779164, "5": 0.20761102756029734, "6": 0.24630524345466334}, "V3": {"1": 0.23320824408280585, "23": 0.6991547059583443, "4": 0.30876967047500165, "5": 0.1571391892973308, "6": 0.18707046344920336}, "PIP": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "V3A": {"1": 0.19886503693743082, "23": 0.7110201516839858, "4": 0.24055402347012478, "5": 0.2330615700238317, "6": 0.27649921788462695}, "MT": {"1": 0.203395600676819, "23": 0.9454429780033843, "4": 0.2615654822335026, "5": 0.2612670050761422, "6": 0.28832893401015236}, "V4t": {"1": 0.2230803724680116, "23": 0.7975994308131237, "4": 0.2877787474825529, "5": 0.26144093828446113, "6": 0.3101678880447115}, "V4": {"1": 0.1771875, "23": 1.0040625, "4": 0.23625000000000002, "5": 0.23625000000000002, "6": 0.23625000000000002}, "PO": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "VOT": {"1": 0.2270973574098532, "23": 0.8119617203671147, "4": 0.283257043447467, "5": 0.2661486779239949, "6": 0.31575304877370874}, "DP": {"1": 0.25583852489499187, "23": 0.9147226157943377, "4": 0.23389235234048408, "5": 0.29983213340496956, "6": 0.3557143735652168}, "MIP": {"1": 0.19533598932900173, "23": 0.8516649134744475, "4": 0.17189567060952152, "5": 0.15626879146320138, "6": 0.6953961220112461}, "MDP": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "MSTd": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "VIP": {"1": 0.25289300603205106, "23": 1.1696301528982362, "4": 0.2845046317860575, "5": 0.2054755674010415, "6": 0.15805812877003192}, "LIP": {"1": 0.2523199861163701, "23": 1.0042360848163574, "4": 0.239843388447137, "5": 0.23718840716900164, "6": 0.5664121334511337}, "PITv": {"1": 0.2270973574098532, "23": 0.8119617203671147, "4": 0.283257043447467, "5": 0.2661486779239949, "6": 0.31575304877370874}, "PITd": {"1": 0.2270973574098532, "23": 0.8119617203671147, "4": 0.283257043447467, "5": 0.2661486779239949, "6": 0.31575304877370874}, "AITv": {"1": 0.3366353068216317, "23": 1.2036026573832084, "4": 0.22718631698840488, "5": 0.3945226086071063, "6": 0.46805311019964885}, "MSTl": {"1": 0.25591814163985166, "23": 0.9150072767426801, "4": 0.24388555598467354, "5": 0.299925440925703, "6": 0.35582507159450977}, "FST": {"1": 0.5126175393099899, "23": 0.9007008741548409, "4": 0.17666480168310383, "5": 0.30065493337157506, "6": 0.35669052569196447}, "CITv": {"1": 0.28514775842325774, "23": 1.0195145691207823, "4": 0.19243872440273863, "5": 0.33418133871269773, "6": 0.39646552958623793}, "CITd": {"1": 0.28514775842325774, "23": 1.0195145691207823, "4": 0.19243872440273863, "5": 0.33418133871269773, "6": 0.39646552958623793}, "7a": {"1": 0.34637158771533116, "23": 1.2384136630003206, "4": 0.20769132202217178, "5": 0.4059331257408577, "6": 0.4815903015213188}, "STPp": {"1": 0.2889353100093555, "23": 1.0330565448482978, "4": 0.18498493804617222, "5": 0.33862019198120835, "6": 0.40173168932644016}, "STPa": {"1": 0.2889353100093555, "23": 1.0330565448482978, "4": 0.18498493804617222, "5": 0.33862019198120835, "6": 0.40173168932644016}, "FEF": {"1": 0.21710327455919398, "23": 0.9240806045340052, "4": 0.3451385390428212, "5": 0.37297229219143585, "6": 0.3507052896725441}, "46": {"1": 0.2195874325610917, "23": 0.8222722945096794, "4": 0.17708663916217074, "5": 0.2762551570929863, "6": 0.36479847667407167}, "TF": {"1": 0.2334764331779098, "23": 0.6571929230193017, "4": 0.20753460726925316, "5": 0.23865769578911442, "6": 0.28313834074442085}, "TH": {"1": 0.27703703703703697, "23": 0.6464197530864197, "4": 0.11543209876543209, "5": 0.5694650205761316, "6": 0.2616460905349794}, "AITd": {"1": 0.3366353068216317, "23": 1.2036026573832084, "4": 0.22718631698840488, "5": 0.3945226086071063, "6": 0.46805311019964885}}, "category_density": {"1": {"overall": NaN, "23": NaN, "4": NaN, "5": NaN, "6": NaN}, "2": {"overall": 49446.0, "23": 49012.54441576494, "4": 0.0, "5": 50015.797726592515, "6": 50015.797726592515}, "3": {"overall": NaN, "23": NaN, "4": NaN, "5": NaN, "6": NaN}, "4": {"overall": 53725.75, "23": 51723.62311909379, "4": 88471.27398342734, "5": 51209.28871203213, "6": 51209.28871203213}, "5": {"overall": 65327.06967982558, "23": 62132.82553342261, "4": 115446.0358005375, "5": 59947.313339536355, "6": 59947.313339536355}, "6": {"overall": 80648.75, "23": 77437.49196037636, "4": 150877.76843256268, "5": 69309.7641053403, "6": 69309.7641053403}, "7": {"overall": 111730.0, "23": 107228.9012018876, "4": 192008.83863994436, "5": 93575.32569713097, "6": 93575.32569713097}, "8": {"overall": 173360.0, "23": 166264.25225183976, "4": 190654.31742388426, "5": 152108.54915928794, "6": 152108.54915928794}}}
\ No newline at end of file