diff --git a/multi-area-model.ipynb b/multi-area-model.ipynb
index 921320ba6bba36cb451498b94fcbeae779151856..a4f6d98a417e5803b0c0475d95e711921e55820f 100644
--- a/multi-area-model.ipynb
+++ b/multi-area-model.ipynb
@@ -28,7 +28,7 @@
     "    * [2.3. Extract and visualize interareal connectivity](#section_2_3)\n",
     "    * [2.4. Run a simulation](#section_2_4)\n",
     "* [S3. Data Loading and Processing](#section_3)\n",
-    "* [S4. Simulation Results Visualziation](#section_4) \n",
+    "* [S4. Simulation Results Visualization](#section_4) \n",
     "    * [4.1. Instantaneous and mean firing rate across all populations](#section_4_1)\n",
     "    * [4.2 Resting state plots](#section_4_2)\n",
     "    * [4.3 Time-averaged population rates](#section_4_3)"
@@ -233,7 +233,7 @@
     "# Downscaling factor\n",
     "# Value range/options: (0, 1.]\n",
     "# Value assgined: 0.005\n",
-    "scale_down_to = 0.005 # Change it to 1. for running the fullscale network\n",
+    "scale_down_to = 1 # Change it to 1. for running the fullscale network\n",
     "\n",
     "# Scaling factor for cortico-cortical connections (chi) \n",
     "# Value range/options: [1., 2.5]\n",
@@ -354,7 +354,7 @@
      "output_type": "stream",
      "text": [
       "Initializing network from dictionary.\n",
-      "RAND_DATA_LABEL 2217\n"
+      "RAND_DATA_LABEL 295\n"
      ]
     },
     {
@@ -375,8 +375,8 @@
       "========================================\n",
       "Customized parameters\n",
       "--------------------\n",
-      "{'K_scaling': 0.005,\n",
-      " 'N_scaling': 0.005,\n",
+      "{'K_scaling': 1,\n",
+      " 'N_scaling': 1,\n",
       " 'connection_params': {'K_stable': 'K_stable.npy',\n",
       "                       'av_indegree_V1': 3950.0,\n",
       "                       'fac_nu_ext_5E': 1.125,\n",
@@ -388,7 +388,7 @@
       " 'input_params': {'rate_ext': 10.0},\n",
       " 'neuron_params': {'V0_mean': -150.0, 'V0_sd': 50.0}}\n",
       "========================================\n",
-      "Simulation label: 27d81076e6d6e9e591684be053078477\n",
+      "Simulation label: 155470013b00dadc9c4a4af26ef5090e\n",
       "Copied files.\n",
       "Initialized simulation class.\n"
      ]
@@ -421,7 +421,7 @@
      "output_type": "stream",
      "text": [
       "Iteration: 0\n",
-      "Mean-field theory predicts an average firing rate of 29.588 spikes/s across all populations.\n"
+      "Mean-field theory predicts an average firing rate of 3.729 spikes/s across all populations.\n"
      ]
     }
    ],
@@ -457,7 +457,196 @@
     "# Indegrees\n",
     "# Dictionary of nodes indegrees organized as:\n",
     "# {<source_area>: {<source_pop>: {<target_area>: {<target_pop>: indegree_values}}}}\n",
-    "# M.K"
+    "# M.K\n",
+    "# M.K_matrix.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "1011df6c-6aed-406c-884b-0aff4ba1bb81",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[2.17175900e+04 0.00000000e+00 8.83740443e+03 ... 8.89020759e-01\n",
+      "  0.00000000e+00 0.00000000e+00]\n",
+      " [8.56308611e+02 4.23433098e+04 1.76754346e+01 ... 1.56944797e+01\n",
+      "  0.00000000e+00 3.17489369e+00]\n",
+      " [3.17601741e+03 0.00000000e+00 1.53208740e+04 ... 2.36046206e+00\n",
+      "  1.03692057e+02 1.24840032e+01]\n",
+      " ...\n",
+      " [1.42006560e+01 0.00000000e+00 5.62870089e+01 ... 4.80327591e+04\n",
+      "  7.05134206e+01 0.00000000e+00]\n",
+      " [7.59504010e+02 0.00000000e+00 1.71215227e-01 ... 8.18815976e+02\n",
+      "  3.37677709e+04 0.00000000e+00]\n",
+      " [5.25881493e+01 0.00000000e+00 2.14639899e+00 ... 1.52474284e+02\n",
+      "  3.97664965e+01 3.13537399e+04]]\n"
+     ]
+    }
+   ],
+   "source": [
+    "data_dict = M.K\n",
+    "\n",
+    "areas_simulated = {'V1', 'V2', 'VP', 'V3', 'V3A', 'MT', 'V4t', 'V4', 'VOT', 'MSTd', 'PIP', 'PO', 'DP', 'MIP', 'MDP', 'VIP', 'LIP', 'PITv', 'PITd', 'MSTl', 'CITv', 'CITd', 'FEF', 'TF', 'AITv', 'FST', '7a', 'STPp', 'STPa', '46', 'AITd', 'TH'}\n",
+    "\n",
+    "# Create a mapping of area names to indices\n",
+    "area_to_index = {area: idx for idx, area in enumerate(areas_simulated)}\n",
+    "\n",
+    "# Create a zero-initialized 32x32 matrix\n",
+    "reduced_matrix = np.zeros((32, 32))\n",
+    "\n",
+    "# Iterate through the nested dictionary to populate the matrix\n",
+    "for source_area, source_pops in data_dict.items():\n",
+    "    for source_pop, target_areas in source_pops.items():\n",
+    "        for target_area, target_pops in target_areas.items():\n",
+    "            # Skip the external area\n",
+    "            if target_area == \"external\":\n",
+    "                continue\n",
+    "            indegree_sum = sum(target_pops.values())\n",
+    "            reduced_matrix[area_to_index[source_area], area_to_index[target_area]] += indegree_sum\n",
+    "\n",
+    "print(reduced_matrix)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "80a14811-3d32-4bad-a120-20470afca5bd",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[[1.00000000e+00 0.00000000e+00 4.06923808e-01 ... 4.09355162e-05\n",
+      "  0.00000000e+00 0.00000000e+00]\n",
+      " [2.02229966e-02 1.00000000e+00 4.17431577e-04 ... 3.70648392e-04\n",
+      "  0.00000000e+00 7.49798187e-05]\n",
+      " [2.07300015e-01 0.00000000e+00 1.00000000e+00 ... 1.54068369e-04\n",
+      "  6.76802496e-03 8.14836233e-04]\n",
+      " ...\n",
+      " [2.95645228e-04 0.00000000e+00 1.17184626e-03 ... 1.00000000e+00\n",
+      "  1.46802770e-03 0.00000000e+00]\n",
+      " [2.24919795e-02 0.00000000e+00 5.07037399e-06 ... 2.42484462e-02\n",
+      "  1.00000000e+00 0.00000000e+00]\n",
+      " [1.67725284e-03 0.00000000e+00 6.84575109e-05 ... 4.86303340e-03\n",
+      "  1.26831749e-03 1.00000000e+00]]\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import seaborn as sns\n",
+    "import matplotlib.pylab as plt\n",
+    "from matplotlib.colors import LogNorm\n",
+    "\n",
+    "# Get the largest value in each row\n",
+    "row_maxes = np.max(reduced_matrix, axis=1)\n",
+    "\n",
+    "# # To prevent division by zero, replace zero maxes with 1\n",
+    "# row_maxes[row_maxes == 0] = 1\n",
+    "\n",
+    "# Normalize\n",
+    "normalized_matrix = reduced_matrix / row_maxes[:, np.newaxis]\n",
+    "\n",
+    "print(normalized_matrix)\n",
+    "\n",
+    "# uniform_data = reduced_matrix/reduced_matrix.max()\n",
+    "plt.figure(figsize = (10, 10))\n",
+    "ax = sns.heatmap(normalized_matrix, linewidth=1, norm=LogNorm(vmin=1e-6, vmax=1.))\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "70d123d8-6625-483c-a2ea-b62d7ac6c0c5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # Step 1: Map areas to indices\n",
+    "# data_dict = M.K\n",
+    "\n",
+    "# all_areas = set(data_dict.keys())\n",
+    "# for _, source_data in data_dict.items():\n",
+    "#     for target_area in source_data.keys():\n",
+    "#         all_areas.add(target_area)\n",
+    "\n",
+    "# area_to_index = {area: idx for idx, area in enumerate(all_areas)}\n",
+    "\n",
+    "# # Initialize the 32x32 matrix with zeros\n",
+    "# reduced_matrix = np.zeros((32, 32))\n",
+    "\n",
+    "# for source_area, target_data in data_dict.items():\n",
+    "#     for source_pop, target_pops in target_data.items():\n",
+    "#         for target_area, indegree in target_pops.items():\n",
+    "#             try:\n",
+    "#                 reduced_matrix[area_to_index[source_area], area_to_index[target_area]] += indegree\n",
+    "#             except IndexError:\n",
+    "#                 print(f\"Error with source_area: {source_area}, target_area: {target_area}\")\n",
+    "#                 print(\"area_to_index:\", area_to_index)\n",
+    "\n",
+    "# print(reduced_matrix)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b30233b0-e6a5-4644-8cbc-153a517c6052",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # Assuming you have a connectivity_matrix of shape (256, 256)\n",
+    "# reduced_matrix = np.zeros((32, 32))\n",
+    "\n",
+    "# for i in range(32):\n",
+    "#     for j in range(32):\n",
+    "#         reduced_matrix[i, j] = connectivity_matrix[i*8 : (i+1)*8, j*8 : (j+1)*8].sum()\n",
+    "\n",
+    "# print(reduced_matrix)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "fa16168a-bfd6-41a0-a7a3-9c115aec306c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 1152x1152 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import seaborn as sns\n",
+    "import matplotlib.pylab as plt\n",
+    "\n",
+    "uniform_data = M.K_matrix\n",
+    "plt.figure(figsize = (16, 16))\n",
+    "ax = sns.heatmap(uniform_data, linewidth=1)\n",
+    "plt.show()"
    ]
   },
   {
@@ -465,12 +654,53 @@
    "execution_count": 10,
    "id": "445a722a",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(254, 255)"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# Synapses\n",
     "# Dictionary of synapses that target neurons receive, it is organized as:\n",
     "# {<source_area>: {<source_pop>: {<target_area>: {<target_pop>: number_of_synapses}}}}\n",
-    "# M.synapses"
+    "# M.synapses\n",
+    "# M.syn_matrix"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "90ade45a-f8ef-45aa-9152-a0a7b09253d5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 1152x1152 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import seaborn as sns\n",
+    "import matplotlib.pylab as plt\n",
+    "\n",
+    "uniform_data = M.syn_matrix\n",
+    "plt.figure(figsize = (16, 16))\n",
+    "ax = sns.heatmap(uniform_data, linewidth=0.5)\n",
+    "plt.show()"
    ]
   },
   {
@@ -491,7 +721,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "15778e9c",
    "metadata": {},
    "outputs": [
@@ -501,51 +731,51 @@
      "text": [
       "Prepared simulation in 0.00 seconds.\n",
       "Rank 0: created area V1 with 0 local nodes\n",
-      "Memory after V1 : 1911.68 MB\n",
+      "Memory after V1 : 1911.70 MB\n",
       "Rank 0: created area V2 with 0 local nodes\n",
-      "Memory after V2 : 1938.36 MB\n",
+      "Memory after V2 : 1938.30 MB\n",
       "Rank 0: created area VP with 0 local nodes\n",
-      "Memory after VP : 1967.54 MB\n",
+      "Memory after VP : 1967.50 MB\n",
       "Rank 0: created area V3 with 0 local nodes\n",
-      "Memory after V3 : 1995.75 MB\n",
+      "Memory after V3 : 1995.87 MB\n",
       "Rank 0: created area V3A with 0 local nodes\n",
-      "Memory after V3A : 2015.70 MB\n",
+      "Memory after V3A : 2015.69 MB\n",
       "Rank 0: created area MT with 0 local nodes\n",
       "Memory after MT : 2041.32 MB\n",
       "Rank 0: created area V4t with 0 local nodes\n",
-      "Memory after V4t : 2066.27 MB\n",
+      "Memory after V4t : 2066.22 MB\n",
       "Rank 0: created area V4 with 0 local nodes\n",
-      "Memory after V4 : 2093.21 MB\n",
+      "Memory after V4 : 2093.25 MB\n",
       "Rank 0: created area VOT with 0 local nodes\n",
-      "Memory after VOT : 2118.52 MB\n",
+      "Memory after VOT : 2118.44 MB\n",
       "Rank 0: created area MSTd with 0 local nodes\n",
-      "Memory after MSTd : 2139.95 MB\n",
+      "Memory after MSTd : 2140.03 MB\n",
       "Rank 0: created area PIP with 0 local nodes\n",
-      "Memory after PIP : 2161.43 MB\n",
+      "Memory after PIP : 2161.38 MB\n",
       "Rank 0: created area PO with 0 local nodes\n",
       "Memory after PO : 2182.89 MB\n",
       "Rank 0: created area DP with 0 local nodes\n",
       "Memory after DP : 2203.16 MB\n",
       "Rank 0: created area MIP with 0 local nodes\n",
-      "Memory after MIP : 2224.66 MB\n",
+      "Memory after MIP : 2224.65 MB\n",
       "Rank 0: created area MDP with 0 local nodes\n",
-      "Memory after MDP : 2246.17 MB\n",
+      "Memory after MDP : 2246.05 MB\n",
       "Rank 0: created area VIP with 0 local nodes\n",
-      "Memory after VIP : 2267.99 MB\n",
+      "Memory after VIP : 2268.10 MB\n",
       "Rank 0: created area LIP with 0 local nodes\n",
-      "Memory after LIP : 2292.02 MB\n",
+      "Memory after LIP : 2292.05 MB\n",
       "Rank 0: created area PITv with 0 local nodes\n",
-      "Memory after PITv : 2317.34 MB\n",
+      "Memory after PITv : 2317.39 MB\n",
       "Rank 0: created area PITd with 0 local nodes\n",
-      "Memory after PITd : 2342.53 MB\n",
+      "Memory after PITd : 2342.60 MB\n",
       "Rank 0: created area MSTl with 0 local nodes\n",
-      "Memory after MSTl : 2363.99 MB\n",
+      "Memory after MSTl : 2364.06 MB\n",
       "Rank 0: created area CITv with 0 local nodes\n",
-      "Memory after CITv : 2383.17 MB\n",
+      "Memory after CITv : 2383.12 MB\n",
       "Rank 0: created area CITd with 0 local nodes\n",
-      "Memory after CITd : 2402.50 MB\n",
+      "Memory after CITd : 2402.46 MB\n",
       "Rank 0: created area FEF with 0 local nodes\n",
-      "Memory after FEF : 2424.05 MB\n",
+      "Memory after FEF : 2423.93 MB\n",
       "Rank 0: created area TF with 0 local nodes\n",
       "Memory after TF : 2439.57 MB\n",
       "Rank 0: created area AITv with 0 local nodes\n",
@@ -553,18 +783,20 @@
       "Rank 0: created area FST with 0 local nodes\n",
       "Memory after FST : 2479.02 MB\n",
       "Rank 0: created area 7a with 0 local nodes\n",
-      "Memory after 7a : 2500.23 MB\n",
+      "Memory after 7a : 2500.19 MB\n",
       "Rank 0: created area STPp with 0 local nodes\n",
-      "Memory after STPp : 2518.99 MB\n",
+      "Memory after STPp : 2518.91 MB\n",
       "Rank 0: created area STPa with 0 local nodes\n",
-      "Memory after STPa : 2538.02 MB\n",
+      "Memory after STPa : 2538.05 MB\n",
       "Rank 0: created area 46 with 0 local nodes\n",
-      "Memory after 46 : 2553.46 MB\n",
+      "Memory after 46 : 2553.50 MB\n",
       "Rank 0: created area AITd with 0 local nodes\n",
-      "Memory after AITd : 2576.14 MB\n",
+      "Memory after AITd : 2576.05 MB\n",
       "Rank 0: created area TH with 0 local nodes\n",
-      "Memory after TH : 2588.73 MB\n",
-      "Created areas and internal connections in 2.30 seconds.\n"
+      "Memory after TH : 2588.76 MB\n",
+      "Created areas and internal connections in 2.33 seconds.\n",
+      "Created cortico-cortical connections in 22.84 seconds.\n",
+      "Simulated network in 74.35 seconds.\n"
      ]
     }
    ],
@@ -593,12 +825,39 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "f5b58845-4d1a-430f-83f4-402fdf918aef",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "loading spikes\n",
+      "Loading data from file\n",
+      "Computing population rates done\n",
+      "Loading data from file\n",
+      "Computing synchrony done\n",
+      "Loading data from file\n",
+      "Computing population LvR done\n",
+      "Loading data from file\n",
+      "Loading data from file\n",
+      "Computing rate time series done\n",
+      "pop_LvR\n",
+      "pop_rates\n",
+      "synchrony\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "python3: can't open file './../Schmidt2018_dyn/compute_bold_signal.py': [Errno 2] No such file or directory\n"
+     ]
+    }
+   ],
    "source": [
     "label_spikes = M.simulation.label\n",
     "label = M.simulation.label\n",
@@ -637,10 +896,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "bea30fc8",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "from MAM2EBRAINS_VISUALIZATION import plot_instan_mean_firing_rate\n",
     "plot_instan_mean_firing_rate(tsteps, firing_rate, sim_params)"
@@ -664,12 +936,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "id": "ae19bcc3",
    "metadata": {
     "tags": []
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 720x635.692 with 10 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "from MAM2EBRAINS_VISUALIZATION import plot_resting_state\n",
     "plot_resting_state(M, A, label_spikes, data_path, sim_params)"
@@ -688,10 +973,62 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "id": "721d1f03-df25-468d-8075-a807025a9c58",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 V1\n",
+      "1 V2\n",
+      "2 VP\n",
+      "3 V3\n",
+      "4 PIP\n",
+      "5 V3A\n",
+      "6 MT\n",
+      "7 V4t\n",
+      "8 V4\n",
+      "9 PO\n",
+      "10 VOT\n",
+      "11 DP\n",
+      "12 MIP\n",
+      "13 MDP\n",
+      "14 MSTd\n",
+      "15 VIP\n",
+      "16 LIP\n",
+      "17 PITv\n",
+      "18 PITd\n",
+      "19 AITv\n",
+      "20 MSTl\n",
+      "21 FST\n",
+      "22 CITv\n",
+      "23 CITd\n",
+      "24 7a\n",
+      "25 STPp\n",
+      "26 STPa\n",
+      "27 FEF\n",
+      "28 46\n",
+      "29 TF\n",
+      "30 TH\n",
+      "31 AITd\n",
+      "['23E', '23I', '4E', '4I', '5E', '5I', '6E', '6I']\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# area_list = ['V1', 'V2', 'VP', 'V3', 'V3A', 'MT', 'V4t', 'V4', 'VOT', 'MSTd', 'PIP', 'PO', 'DP', 'MIP', 'MDP', 'VIP', 'LIP', 'PITv', 'PITd', 'MSTl', 'CITv', 'CITd', 'FEF', 'TF', 'AITv', 'FST', '7a', 'STPp', 'STPa', '46', 'AITd', 'TH']\n",
     "# output = {'pdf', 'png', 'eps'}, optional\n",
diff --git a/multiarea_model/data_multiarea/viscortex_processed_data.json b/multiarea_model/data_multiarea/viscortex_processed_data.json
index c6b1239f6897b4a5019259961bc090a5dc677f30..736f577093fe6763d49bbc5ce62dcf435d1d61db 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}, "VP": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "46": {"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]}, "AITd": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "MDP": {"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}, "MIP": {"target_pattern": null, "source_pattern": null}, "AITd": {"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}, "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}, "TF": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "MT": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "AITv": {"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}, "PITd": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "V4": {"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"]}, "VP": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "7a": {"target_pattern": null, "source_pattern": null}, "46": {"target_pattern": null, "source_pattern": null}, "STPp": {"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}, "PITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"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}, "VP": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "DP": {"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}}, "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}, "PITd": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "V2": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "MT": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "V4": {"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}, "TF": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "TH": {"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}, "PITd": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "MIP": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "PITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "AITv": {"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, "VP": 0.2411506010095163, "STPa": 0.025645547576816728, "PITd": 0.11926319973629251, "MSTl": 0.015780545587622773, "VOT": 0.13606147826236337, "AITd": 0.01173693, "PITv": 0.06536264773862561, "CITd": 0.017777577500000002, "FEF": 0.12220022250000001, "FST": 0.017777577500000002, "DP": 0.06666331317758761, "MSTd": 0.10606161761701319, "AITv": 0.01173693, "CITv": 0.01173693, "46": 0.023962599915093682}, "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, "AITd": 0.03237627, "PITv": 0.07596815828333246, "CITd": 0.07046779333333335, "MDP": 0.1647674456125005, "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, "MIP": 0.28182290248104663, "AITd": 0.2996664499999999, "MDP": 0.28182290248104663, "MSTd": 0.4352943409457222, "STPp": 0.0}, "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, "TF": 0.4477395966573806, "STPa": 0.33928533532425265, "PITd": 0.4306777609068619, "MIP": 0.4544472048222968, "MSTl": 0.2919336871009218, "VOT": 0.4978915580368853, "AITd": 0.16666665999999994, "V3": 0.887729957296875, "VIP": 0.36808971, "PITv": 0.16385097434860155, "CITd": 0.26638558, "FST": 0.26638557999999996, "MDP": 0.4544472048222968, "V1": 0.91499421, "V4t": 0.4812295, "MT": 0.4764831936322133, "TH": 0.47371497212186886, "AITv": 0.16666665999999997, "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, "PITd": 0.31125558595064046, "MIP": 0.4397456164544487, "MSTl": 0.2812370526681836, "VOT": 0.48008040500394433, "AITd": 0.20786640000000003, "PITv": 0.2981900252191592, "CITd": 0.28586558, "PIP": 0.8680375753748741, "MDP": 0.4397456164544487, "V1": 0.9097885214665646, "TH": 0.6589031753555138, "AITv": 0.2078664, "CITv": 0.20786640000000003, "V4": 0.6120145117230196}, "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, "VP": 0.826025395583821, "STPa": 0.4266758765307271, "MSTl": 0.5458319856708994, "VOT": 0.6544746643053295, "V3": 0.826025395583821, "VIP": 0.5458319856708994, "PO": 0.5458319856708994, "V3A": 0.6410656305130789, "LIP": 0.5812795053424596, "CITd": 0.4397456164544487, "FEF": 0.5022006131674926, "FST": 0.4266758765307271, "PIP": 0.5458319856708994, "DP": 0.531068720161679, "MSTd": 0.5458319856708994, "V1": 0.9465819449520904, "V4t": 0.669456888813816, "TH": 0.3774407149467103, "7a": 0.4114584896417437, "46": 0.4153365490462339, "STPp": 0.4266758765307271}, "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, "PITv": 0.6806832403963549, "CITd": 0.46834387056913884, "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, "VP": 0.8344259484773664, "MIP": 0.5589734213408636, "VOT": 0.6666418222423477, "AITd": 0.45288136231295556, "VIP": 0.5589734213408636, "LIP": 0.594213477151346, "PITv": 0.6666418222423477, "PO": 0.5589734213408636, "V3A": 0.6534080536187905, "CITd": 0.45288136231295556, "PIP": 0.5589734213408636, "MDP": 0.5589734213408636, "DP": 0.5442655594117083, "V1": 0.9500983377771388, "AITv": 0.45288136231295556, "V3": 0.8344259484773664}, "STPa": {"7a": 0.42443302964932406, "46": 0.4283372333963633, "STPp": 0.4397456164544487, "TF": 0.5262461396949784, "TH": 0.3901300859940757, "PITd": 0.6666418222423477, "VP": 0.8344259484773664, "MSTl": 0.5589734213408636, "VOT": 0.6666418222423477, "AITd": 0.45288136231295556, "V3": 0.8344259484773664, "VIP": 0.5589734213408636, "PO": 0.5589734213408636, "LIP": 0.594213477151346, "PITv": 0.6666418222423477, "CITd": 0.45288136231295556, "FEF": 0.5154533480763229, "FST": 0.4397456164544487, "V2": 0.8344259484773664, "DP": 0.5442655594117083, "MSTd": 0.5589734213408636, "V1": 0.9500983377771388, "V4t": 0.6814092972055, "MT": 0.6848151869041003, "AITv": 0.45288136231295556, "CITv": 0.45288136231295556, "V4": 0.7170795468774352}, "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, "TF": 0.45045065681875274, "STPa": 0.3661852703855369, "PITd": 0.5949508734340588, "MIP": 0.48325225451521486, "VOT": 0.5949508734340588, "PITv": 0.5949508734340588, "CITd": 0.3787579272123091, "PIP": 0.48325225451521486, "MDP": 0.48325225451521486, "DP": 0.4684472210714786, "V1": 0.9272273846670287, "TH": 0.319413423745837, "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, "PITd": 0.6771176328311563, "VP": 0.8415379443445309, "MIP": 0.5703878991437041, "MSTl": 0.5703878991437041, "VOT": 0.6771176328311563, "V3": 0.8415379443445309, "V3A": 0.6640467174085998, "PO": 0.5703878991437041, "PITv": 0.6771176328311563, "CITd": 0.46438597533050835, "FST": 0.45120425795166497, "PIP": 0.5703878991437041, "MDP": 0.5703878991437041, "MSTd": 0.5703878991437041, "V1": 0.953013524197034, "V4t": 0.6916870936512598, "AITv": 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}, "FEF": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "CITd": {"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}, "VP": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "46": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "PITv": {"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]}, "CITd": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "PITv": {"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"]}, "MIP": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "STPp": {"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}, "MIP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"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}, "AITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "MT": {"target_pattern": null, "source_pattern": null}, "TF": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "PITv": {"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"]}, "MIP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "CITd": {"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}, "AITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V4": {"target_pattern": null, "source_pattern": null}, "AITd": {"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}, "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"]}, "V1": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "7a": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "46": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "TH": {"target_pattern": null, "source_pattern": null}, "STPp": {"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}, "V1": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "PITv": {"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}, "MIP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "PITv": {"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}, "V2": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "FEF": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "LIP": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "CITv": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "CITd": {"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}, "VP": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "V4": {"target_pattern": null, "source_pattern": null}, "AITd": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "MT": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "VIP": {"target_pattern": null, "source_pattern": null}, "PITv": {"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}, "MIP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "STPa": {"target_pattern": null, "source_pattern": null}, "DP": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "TF": {"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}}, "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}, "MIP": {"target_pattern": null, "source_pattern": null}, "V1": {"target_pattern": null, "source_pattern": null}, "V3A": {"target_pattern": null, "source_pattern": null}, "FST": {"target_pattern": null, "source_pattern": null}, "PO": {"target_pattern": null, "source_pattern": null}, "MSTd": {"target_pattern": null, "source_pattern": null}, "CITd": {"target_pattern": null, "source_pattern": null}, "MSTl": {"target_pattern": null, "source_pattern": null}, "PITd": {"target_pattern": null, "source_pattern": null}, "AITv": {"target_pattern": null, "source_pattern": null}, "VP": {"target_pattern": null, "source_pattern": null}, "VOT": {"target_pattern": null, "source_pattern": null}, "MDP": {"target_pattern": null, "source_pattern": null}, "V3": {"target_pattern": null, "source_pattern": null}, "PIP": {"target_pattern": null, "source_pattern": null}, "V4t": {"target_pattern": null, "source_pattern": null}, "PITv": {"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, "FEF": 0.12220022250000001, "STPa": 0.025645547576816728, "FST": 0.017777577500000002, "MSTd": 0.10606161761701319, "CITv": 0.01173693, "DP": 0.06666331317758761, "CITd": 0.017777577500000002, "MSTl": 0.015780545587622773, "PITd": 0.11926319973629251, "VOT": 0.13606147826236337, "VP": 0.2411506010095163, "AITv": 0.01173693, "46": 0.023962599915093682, "AITd": 0.01173693, "PITv": 0.06536264773862561}, "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, "CITd": 0.07046779333333335, "AITv": 0.03237627, "MDP": 0.1647674456125005, "AITd": 0.03237627, "PITv": 0.07596815828333246}, "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, "MIP": 0.28182290248104663, "STPa": 0.1901303816478059, "MSTd": 0.4352943409457222, "MSTl": 0.233633950099824, "MDP": 0.28182290248104663, "AITd": 0.2996664499999999, "STPp": 0.0}, "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, "MIP": 0.4544472048222968, "V1": 0.91499421, "STPa": 0.33928533532425265, "FST": 0.26638557999999996, "CITv": 0.16666665999999997, "CITd": 0.26638558, "MSTl": 0.2919336871009218, "PITd": 0.4306777609068619, "VOT": 0.4978915580368853, "AITv": 0.16666665999999997, "MDP": 0.4544472048222968, "AITd": 0.16666665999999994, "V3": 0.887729957296875, "MT": 0.4764831936322133, "TF": 0.4477395966573806, "V4t": 0.4812295, "VIP": 0.36808971, "TH": 0.47371497212186886, "PITv": 0.16385097434860155}, "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, "MIP": 0.4397456164544487, "V1": 0.9097885214665646, "STPa": 0.3257802492365629, "CITv": 0.20786640000000003, "CITd": 0.28586558, "MSTl": 0.2812370526681836, "PITd": 0.31125558595064046, "VOT": 0.48008040500394433, "AITv": 0.2078664, "MDP": 0.4397456164544487, "V4": 0.6120145117230196, "AITd": 0.20786640000000003, "PIP": 0.8680375753748741, "TH": 0.6589031753555138, "PITv": 0.2981900252191592}, "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, "V1": 0.9465819449520904, "FEF": 0.5022006131674926, "STPa": 0.4266758765307271, "7a": 0.4114584896417437, "V3A": 0.6410656305130789, "FST": 0.4266758765307271, "LIP": 0.5812795053424596, "PO": 0.5458319856708994, "MSTd": 0.5458319856708994, "DP": 0.531068720161679, "CITd": 0.4397456164544487, "MSTl": 0.5458319856708994, "VOT": 0.6544746643053295, "VP": 0.826025395583821, "46": 0.4153365490462339, "V3": 0.826025395583821, "PIP": 0.5458319856708994, "V4t": 0.669456888813816, "VIP": 0.5458319856708994, "TH": 0.3774407149467103, "STPp": 0.4266758765307271}, "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, "V1": 0.9539824713073445, "CITd": 0.46834387056913884, "PITd": 0.6806832403963549, "VOT": 0.6806832403963549, "AITv": 0.46834387056913884, "PITv": 0.6806832403963549}, "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, "MIP": 0.5589734213408636, "V1": 0.9500983377771388, "V3A": 0.6534080536187905, "LIP": 0.594213477151346, "PO": 0.5589734213408636, "DP": 0.5442655594117083, "CITd": 0.45288136231295556, "PITd": 0.6666418222423477, "AITv": 0.45288136231295556, "VOT": 0.6666418222423477, "VP": 0.8344259484773664, "MDP": 0.5589734213408636, "AITd": 0.45288136231295556, "V3": 0.8344259484773664, "PIP": 0.5589734213408636, "VIP": 0.5589734213408636, "PITv": 0.6666418222423477}, "STPa": {"7a": 0.42443302964932406, "46": 0.4283372333963633, "STPp": 0.4397456164544487, "TF": 0.5262461396949784, "TH": 0.3901300859940757, "V2": 0.8344259484773664, "V1": 0.9500983377771388, "FEF": 0.5154533480763229, "FST": 0.4397456164544487, "LIP": 0.594213477151346, "PO": 0.5589734213408636, "MSTd": 0.5589734213408636, "CITv": 0.45288136231295556, "DP": 0.5442655594117083, "CITd": 0.45288136231295556, "MSTl": 0.5589734213408636, "PITd": 0.6666418222423477, "VOT": 0.6666418222423477, "VP": 0.8344259484773664, "AITv": 0.45288136231295556, "V4": 0.7170795468774352, "AITd": 0.45288136231295556, "V3": 0.8344259484773664, "MT": 0.6848151869041003, "V4t": 0.6814092972055, "VIP": 0.5589734213408636, "PITv": 0.6666418222423477}, "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, "MIP": 0.48325225451521486, "V1": 0.9272273846670287, "STPa": 0.3661852703855369, "DP": 0.4684472210714786, "CITd": 0.3787579272123091, "PITd": 0.5949508734340588, "VOT": 0.5949508734340588, "AITv": 0.3787579272123091, "MDP": 0.48325225451521486, "TF": 0.45045065681875274, "PIP": 0.48325225451521486, "TH": 0.319413423745837, "PITv": 0.5949508734340588}, "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, "MIP": 0.5703878991437041, "V1": 0.953013524197034, "V3A": 0.6640467174085998, "FST": 0.45120425795166497, "PO": 0.5703878991437041, "MSTd": 0.5703878991437041, "CITd": 0.46438597533050835, "MSTl": 0.5703878991437041, "PITd": 0.6771176328311563, "AITv": 0.46438597533050835, "VP": 0.8415379443445309, "VOT": 0.6771176328311563, "MDP": 0.5703878991437041, "V3": 0.8415379443445309, "PIP": 0.5703878991437041, "V4t": 0.6916870936512598, "PITv": 0.6771176328311563}, "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