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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Application example: discovering new occurrences of known modules"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 1,
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   "metadata": {
    "collapsed": false
   },
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   "outputs": [
    {
     "data": {
      "image/png": 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Z0/H973/fV1VVVXTBBRcUZTms+8QJnPV1h40FPnDnnXeSPFqp+++dnZ12lW+M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\n8I0xxiP+P2KNhWO3ZT1EAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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sWY0zeiaAnz2vyRnTLPBTSzfww8DCbBbEGDM2REfW/GHMQ5dFO3mMeRb4qaUT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\nPGGBb4wxecIC3xhj8sT/B03TOWg75TlfAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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1gtGt/65J7UTAUt78joba8oOirifsgi4dfDIQeOmulxg7/enORX379e1RVwtA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\n7gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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RaHSpXdmbocAV9yzg/5Kab3DUOSPV8/tVLyte9ZSITAeeBFpv3C5X1TMz3Y9M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\nGwWjYBSMghECAEYy7evNk6ikAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
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   "source": [
    "%matplotlib inline\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n",
    "from bayespairing.src import find_rna3dmotif_modules\n",
    "import pickle\n",
    "from bayespairing.src import draw_single_graph\n",
    "\n",
    "dataset =  pickle.load(open('../models/all_rna3dmotif_graphs.cPickle', 'rb'))\n",
    "PDBs = [\"2GIS\"]\n",
    "input_positions=[70,72,74,76,78,80,82,84,86,88,91,92,95,97,98,100,102,105,108]\n",
    "graphs,ids = find_rna3dmotif_modules.parse_dataset_for_modules(dataset,PDBs,n_strands=2)\n",
    "for g in range(len(graphs)):\n",
    "    draw_single_graph.draw_graph(graphs[g],ids[g])"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 10,
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   "metadata": {
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    "collapsed": false
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   },
   "outputs": [],
   "source": [
    "from bayespairing.src.Rfam_to_module import rfam_to_module\n",
    "\n",
    "#RF00059 is the aligned fasta file for the Rfam family downloaded from Rfam\n",
    "\n",
    "pos = [91,92,93,94,95,109,110,111,112,113,114,115,116]\n",
    "family_file = \"RF02540.afa.txt\"\n",
    "output_name = \"kturn_2540.fasta\"\n",
    "rfam_to_module(pos, family_file,output_name)\n",
    "\n",
    "pos2 = [19,21,22,40,41,54,55,56,59,60,61,62,64]\n",
    "family_file2 = \"RF00162.afa.txt\"\n",
    "outputname2 = \"kturn_162.fasta\"\n",
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    "rfam_to_module(pos2, family_file2,outputname2)\n",
    "\n",
    "pos2 = [97,98,99,100,101,119,120,121,122,123,125,126,127]\n",
    "family_file2 = \"RF02541.afa.txt\"\n",
    "outputname2 = \"kturn_2541.fasta\"\n",
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    "rfam_to_module(pos2, family_file2,outputname2)"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 2,
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   "metadata": {
    "collapsed": false
   },
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "YOUR MODULE WAS ADDED TO DATASET  kturn AND RECEIVED THE NUMBER 9\n"
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     ]
    }
   ],
   "source": [
    "from bayespairing.src import module_from_desc\n",
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    "#%run ../src/module_from_desc.py -g ../test/2GIS.A.3.desc -seq ../test/kturn_162.fasta -n kturn\n",
    "#%run ../src/module_from_desc.py -g ../test/2GIS.A.3.desc -seq ../test/kturn_2540.fasta -n kturn\n",
    "%run ../src/module_from_desc.py -g ../test/2GIS.A.3.desc -seq ../test/kturn_2541.fasta -n kturn"
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   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 11,
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   "metadata": {
    "collapsed": false
   },
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   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\RNABayesPairing\\bayespairing\\src\\parse_sequences.py:124: DeprecationWarning: 'U' mode is deprecated\n",
      "  with open(\"../src/\" + input, \"rU\") as f:\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "RESULTS FOR ID AF027868.1/5245-5154\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.965\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   6\t27.477\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AF269983.1/571-671\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t25.291\t                   16-20,31-38\t           CUGAG*CAUAGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AJ000974.1/281-386\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t30.783\t                   16-20,30-37\t           CUGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL596164.1/95936-95817\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.152\t                   16-20,30-37\t           CAGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL591974.1/109385-109266\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.152\t                   16-20,30-37\t           CAGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID U52812.1/691-829\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.522\t                   17-21,31-38\t           CGGAG*CUAUGAAG\t|\n",
      "|\t   5\t 6.297\t                   14-18,31-38\t           UGGCG*CUAUGAAG\t|\n",
      "|\t   6\t11.285\t               107-111,123-130\t           GCAAG*CCUUGAGC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL596169.1/221462-221354\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t22.558\t                   16-20,30-37\t           UAGAG*CUUUGAAG\t|\n",
      "|\t   6\t14.669\t                   14-18,33-40\t           GGUAG*UGAAGCCC\t|\n",
      "|\t   6\t13.073\t                   14-18,30-37\t           GGUAG*CUUUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL591980.1/66651-66543\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t22.556\t                   16-20,30-37\t           UAGAG*CUUUGAAG\t|\n",
      "|\t   6\t14.667\t                   14-18,33-40\t           GGUAG*UGAAGCCC\t|\n",
      "|\t   6\t13.071\t                   14-18,30-37\t           GGUAG*CUUUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL596172.1/176254-176136\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.767\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
      "|\t   6\t25.078\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL591983.1/96176-96058\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.258\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t24.259\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL596170.1/192-86\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.737\t                   16-20,30-37\t           UAGAG*CGUUGAAA\t|\n",
      "|\t   5\t18.423\t                   14-18,30-37\t           GGUAG*CGUUGAAA\t|\n",
      "|\t   6\t20.423\t                   14-18,30-37\t           GGUAG*CGUUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL591980.1/89597-89491\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.353\t                   16-20,30-37\t           UAGAG*CGUUGAAA\t|\n",
      "|\t   5\t18.286\t                   14-18,30-37\t           GGUAG*CGUUGAAA\t|\n",
      "|\t   6\t20.286\t                   14-18,30-37\t           GGUAG*CGUUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL939119.1/177986-178133\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t38.438\t                   16-20,31-38\t           CAGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AB090330.1/380-279\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.212\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t24.213\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID U36379.1/1-106\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.862\t                   11-15,27-34\t           UGGAG*CAAUGAAA\t|\n",
      "|\t   6\t23.673\t                   11-15,27-34\t           UGGAG*CAAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID L42943.1/254-144\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.307\t                   16-20,32-39\t           UGGAG*CAAUGAAA\t|\n",
      "|\t   6\t22.118\t                   16-20,32-39\t           UGGAG*CAAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AF270301.1/145-36\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t28.153\t                   16-20,32-39\t           UGGAG*CAAUGAAA\t|\n",
      "|\t   6\t18.964\t                   16-20,32-39\t           UGGAG*CAAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AJ002571.1/38016-37861\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t22.261\t                   17-21,31-38\t           GCGAG*UUUUGACC\t|\n",
      "|\t   6\t25.261\t                   17-21,31-38\t           GCGAG*UUUUGACC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL596163.1/172398-172500\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.353\t                   16-20,31-38\t           UGGAG*CAGUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL591973.1/137133-137235\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.812\t                   16-20,31-38\t           UGGAG*CAGUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL596165.1/180914-180814\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.372\t                   16-20,30-37\t           UGGAG*CUUUGAAG\t|\n",
      "|\t   6\t23.218\t                   16-20,30-37\t           UGGAG*CUUUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL596166.1/166748-166844\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t37.809\t                   16-20,31-38\t           UGGAG*CAGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AL591976.1/242770-242867\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.349\t                   16-20,31-38\t           UGGAG*CCGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017333.1/969726-969839\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t30.229\t                   16-20,31-38\t           CGGAG*CUGUGAAA\t|\n",
      "|\t   6\t 3.475\t                   47-51,64-71\t           GCGGG*CAGAAUAC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BX571856.1/15939-16037\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t  28.5\t                   16-20,31-38\t           UUGAG*CUGUGAUA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017225.1/3092372-3092274\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.377\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t32.276\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006716.1/475254-475360\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.473\t                   16-20,30-37\t           UGGAG*CUAAGAAG\t|\n",
      "|\t   6\t23.643\t                   16-20,30-37\t           UGGAG*CUAAGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006716.1/507636-507743\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.545\t                   16-20,31-38\t           UGAAG*CAAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/2365513-2365403\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.346\t                   17-21,31-38\t           UGGAG*CGAUGAAG\t|\n",
      "|\t   6\t 27.92\t                   17-21,31-38\t           UGGAG*CGAUGAAG\t|\n",
      "|\t   6\t16.615\t                  80-84,95-102\t           GCAAG*CCUUGAAC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017225.1/177275-177161\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.443\t                   16-20,30-37\t           CGGAG*CGAUGAUG\t|\n",
      "|\t   5\t14.636\t                   13-17,30-37\t           UGGCG*CGAUGAUG\t|\n",
      "|\t   6\t22.455\t                   16-20,30-37\t           CGGAG*CGAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008934.1/131883-131770\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.665\t                   17-21,32-39\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   6\t26.177\t                   17-21,32-39\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017225.1/1375419-1375524\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t30.537\t                   16-20,30-37\t           CGGAG*CUACGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000046.1/900604-900707\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.931\t                   16-20,30-37\t           UGGAG*CUACGAAG\t|\n",
      "|\t   6\t22.607\t                   16-20,30-37\t           UGGAG*CUACGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000043.1/974636-974744\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t38.923\t                   17-21,31-38\t           CGGAG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000001.1/185418-185523\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.089\t                   16-20,30-37\t           UAGAG*CUAUGACA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000001.1/3927237-3927096\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t41.164\t                   17-21,32-39\t           UGGAG*CGAUGAAG\t|\n",
      "|\t   6\t28.738\t                   17-21,32-39\t           UGGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000046.1/2381002-2380907\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.476\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t23.476\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/3162073-3162182\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 28.64\t                   16-20,31-38\t           UGGAG*CUGCGAAG\t|\n",
      "|\t   6\t18.504\t                   16-20,31-38\t           UGGAG*CUGCGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017355.1/3872413-3872520\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.478\t                   17-21,31-38\t           UGGAG*CGACGAAA\t|\n",
      "|\t   6\t29.682\t                   17-21,31-38\t           UGGAG*CGACGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006840.1/2688754-2688649\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t27.476\t                   16-20,30-37\t           CGGAG*CCAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017333.1/1735574-1735680\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 33.83\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t25.729\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017355.1/4749676-4749569\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.428\t                   16-20,31-38\t           UGGAG*CUGUGAAG\t|\n",
      "|\t   5\t 2.046\t                    6-10,24-31\t           UCAAG*CUGUGCCC\t|\n",
      "|\t   6\t21.661\t                   16-20,31-38\t           UGGAG*CUGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000029.1/480767-480869\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.353\t                   16-20,30-37\t           UGGAG*CUAAGAAG\t|\n",
      "|\t   6\t23.523\t                   16-20,30-37\t           UGGAG*CUAAGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000043.1/883132-883242\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t38.785\t                   16-20,31-38\t           CGGAG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006627.1/604071-603968\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t28.182\t                   16-20,30-37\t           CAGAG*CAAUGAUG\t|\n",
      "|\t   5\t 7.818\t                   11-15,30-37\t           AGGAG*CAAUGAUG\t|\n",
      "|\t   6\t 7.818\t                   11-15,30-37\t           AGGAG*CAAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017355.1/1833727-1833836\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t26.038\t                   16-20,30-37\t           UGGAG*CUUCGAAG\t|\n",
      "|\t   6\t 18.88\t                   16-20,30-37\t           UGGAG*CUUCGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006627.1/3104693-3104588\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t38.872\t                   16-20,30-37\t           UGGAG*CAAUGAAA\t|\n",
      "|\t   6\t29.683\t                   16-20,30-37\t           UGGAG*CAAUGAAA\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AE017334.2/197187-197081\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.842\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
      "|\t   6\t26.642\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID BA000043.1/972359-972191\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t26.702\t                   17-21,32-39\t           CUGAG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID BA000043.1/2876470-2876356\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t39.982\t                   17-21,31-38\t           UGGAG*CGAUGAAG\t|\n",
      "|\t   6\t27.556\t                   17-21,31-38\t           UGGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID BA000028.3/2134366-2134264\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t30.654\t                   16-20,31-38\t           CGGAG*CUACGAUG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID BA000004.3/3590821-3590709\n",
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      "|\t   5\t40.027\t                   16-20,30-37\t           UGGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AE017333.1/1487506-1487363\n",
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      "RESULTS FOR ID AE017180.1/2700118-2700220\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 34.92\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
      "|\t   6\t 24.23\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AE017334.2/4074410-4074519\n",
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      "|\t   5\t 30.71\t                   16-20,30-37\t           UAGAG*CUAUGACG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AE017225.1/4554904-4554783\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.414\t                   17-21,31-38\t           CGGAG*CGAUGAAG\t|\n",
      "|\t   5\t13.644\t                   14-18,31-38\t           UGGCG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID BA000043.1/3025512-3025403\n",
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      "|\t   5\t39.218\t                   16-20,30-37\t           UGGAG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID BA000028.3/3200638-3200530\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.875\t                   16-20,31-38\t           UGGAG*CAAAGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AP006627.1/3008449-3008342\n",
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      "|\t   5\t37.084\t                   17-21,31-38\t           CGGAG*CGAAGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AE017333.1/4014357-4014466\n",
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      "|\t   5\t35.142\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
      "|\t   6\t24.453\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AE017225.1/320618-320724\n",
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      "|\t   5\t29.664\t                   16-20,30-37\t           UGGAG*CUACGAUA\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AE017333.1/3063716-3063609\n",
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      "|\t   5\t39.031\t                   16-20,30-37\t           UGGAG*CGGUGAAA\t|\n",
      "|\t   6\t 27.34\t                   16-20,30-37\t           UGGAG*CGGUGAAA\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AE017355.1/1384699-1384807\n",
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      "|\t   5\t29.666\t                   16-20,31-38\t           CGGAG*CGGCGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AP006840.1/138157-138265\n",
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      "|\t   5\t40.379\t                   16-20,31-38\t           CGGAG*CGAUGAAG\t|\n",
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      "RESULTS FOR ID AE017333.1/1292148-1292264\n",
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      "|\t   5\t 31.84\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
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      "|\t   5\t34.084\t                   17-21,31-38\t           UGGAG*CUACGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID BA000045.2/2730826-2730714\n",
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      "RESULTS FOR ID CP000029.1/1935501-1935405\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.975\t                   16-20,30-37\t           UGGAG*CAAAGAAG\t|\n",
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      "RESULTS FOR ID AP006627.1/1705479-1705377\n",
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      "|\t   5\t  31.9\t                   16-20,31-38\t           UGGAG*CUUUGAAG\t|\n",
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      "|\t   5\t35.965\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
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      "|\t   5\t35.965\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
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      "|\t   6\t 9.325\t                 84-88,100-107\t           GAGAA*UUUUGGAA\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID AP006627.1/1563582-1563686\n",
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      "|\t   5\t38.856\t                   16-20,30-37\t           CGGAG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID BA000004.3/910192-910088\n",
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      "|\t   5\t35.076\t                   16-20,30-37\t           UGGAG*CUGUGAAG\t|\n",
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      "RESULTS FOR ID AE017225.1/4074580-4074471\n",
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      "|\t   5\t35.011\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
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      "RESULTS FOR ID BA000028.3/1319041-1319141\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.299\t                   16-20,30-37\t           UGGAG*CGCUGAAA\t|\n",
      "|\t   6\t26.752\t                   16-20,30-37\t           UGGAG*CGCUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/727026-727131\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.257\t                   16-20,30-37\t           UGGAG*CGAUGAAG\t|\n",
      "|\t   6\t27.831\t                   16-20,30-37\t           UGGAG*CGAUGAAG\t|\n",
      "|\t   6\t11.577\t                   33-37,51-58\t           UGAAG*CCUAGAUA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE009951.2/1317653-1317567\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.997\t                   16-20,30-37\t           CGGAG*CAAUGAUG\t|\n",
      "|\t   6\t23.407\t                   16-20,30-37\t           CGGAG*CAAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008934.1/276954-277060\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.325\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t32.224\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006840.1/278272-278389\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.867\t                   17-21,31-38\t           CUGAG*CGAUGACG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017333.1/3302616-3302509\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 36.13\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   6\t27.643\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008934.1/15667-15765\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t27.227\t                   16-20,31-38\t           CUGAG*CAGUGAUG\t|\n",
      "|\t   6\t 7.404\t                   55-59,74-81\t           UGUAG*CAACGAUA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000001.1/5213243-5213138\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 40.09\t                   17-21,31-38\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t31.989\t                   17-21,31-38\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017355.1/388363-388251\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t28.519\t                   16-20,30-37\t           CAGAG*CUUUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/2437307-2437208\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.839\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
      "|\t   6\t26.638\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008934.1/1011112-1011223\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.014\t                   16-20,32-39\t           CGGAG*CAAUGAAG\t|\n",
      "|\t   5\t17.187\t                   13-17,32-39\t           UGGCG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000004.3/1699957-1700066\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.851\t                   16-20,30-37\t           UGGAG*CGAAGAAA\t|\n",
      "|\t   6\t31.249\t                   16-20,30-37\t           UGGAG*CGAAGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/2708645-2708539\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t29.244\t                   16-20,31-38\t           CGGAG*CAACGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008934.1/318535-318643\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t30.139\t                   16-20,31-38\t           UUGAG*CUGUGAAG\t|\n",
      "|\t   5\t 8.319\t                   34-38,52-59\t           UGAAG*CUUUGUAA\t|\n",
      "|\t   6\t10.858\t                   44-48,60-67\t           GCAAC*AGAAGUAC\t|\n",
      "|\t   6\t 6.734\t                   34-38,52-59\t           UGAAG*CUUUGUAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000004.3/3427467-3427355\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t29.812\t                   17-21,31-38\t           UGGAG*CGAAGAAA\t|\n",
      "|\t   6\t24.209\t                   17-21,31-38\t           UGGAG*CGAAGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE006470.1/606189-606295\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t30.711\t                   16-20,30-37\t           CGGAG*CUGCGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006716.1/417999-418100\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.694\t                   17-21,32-39\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t22.695\t                   17-21,32-39\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/3466520-3466401\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.039\t                   16-20,30-37\t           CUGAG*CUGUGACG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000016.3/2500083-2499978\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.074\t                   16-20,32-39\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   6\t27.587\t                   16-20,32-39\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008934.1/1948647-1948540\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.521\t                   16-20,30-37\t           UGGAG*CUUUGAAG\t|\n",
      "|\t   6\t23.368\t                   16-20,30-37\t           UGGAG*CUUUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000088.1/254824-254964\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.409\t                   16-20,31-38\t           UGGAG*CUGUGAAG\t|\n",
      "|\t   6\t21.643\t                   16-20,31-38\t           UGGAG*CUGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006627.1/1701649-1701759\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t39.805\t                   16-20,31-38\t           CGGAG*CAAUGAAG\t|\n",
      "|\t   5\t17.197\t                   13-17,31-38\t           UGGCG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017333.1/3080753-3080616\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t39.559\t                   17-21,31-38\t           UGGAG*CAAUGAAA\t|\n",
      "|\t   6\t 30.37\t                   17-21,31-38\t           UGGAG*CAAUGAAA\t|\n",
      "|\t   6\t 8.577\t               107-111,122-129\t           GCAAG*CCUUGAGC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017333.1/1489705-1489804\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 35.89\t                   17-21,31-38\t           CAGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017180.1/1014096-1014202\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.821\t                   16-20,30-37\t           CCGAG*CGGUGACG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006840.1/1830606-1830721\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.735\t                   16-20,31-38\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t32.634\t                   16-20,31-38\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006716.1/14213-14314\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.141\t                   16-20,31-38\t           UGGAG*CUGAGAAA\t|\n",
      "|\t   5\t 3.833\t                   31-35,49-56\t           CUGAG*CGGCGAUG\t|\n",
      "|\t   6\t22.075\t                   16-20,31-38\t           UGGAG*CUGAGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017333.1/1207733-1207622\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t38.452\t                   16-20,30-37\t           CAGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/1098099-1097993\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.898\t                   16-20,30-37\t           UGGAG*CAAGGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000043.1/745485-745383\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.227\t                   16-20,30-37\t           GGGAG*CGGUGAAC\t|\n",
      "|\t   6\t34.825\t                   16-20,30-37\t           GGGAG*CGGUGAAC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006627.1/1983212-1983311\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t38.304\t                   16-20,30-37\t           UGGAG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000001.1/334370-334474\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t29.664\t                   16-20,30-37\t           UGGAG*CUACGAUA\t|\n",
      "|\t   6\t25.671\t                   16-20,30-37\t           UGGAG*CUACGAUA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006627.1/951406-951512\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t30.024\t                   16-20,31-38\t           CUGAG*CAAUGACG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP006716.1/2100177-2100072\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.596\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t23.596\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008934.1/616628-616728\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   6\t22.451\t                   16-20,30-37\t           UGGAG*UGUGGAUA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000004.3/1348816-1348929\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t29.504\t                   16-20,30-37\t           CAGAG*CGAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000141.1/2169978-2169874\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 39.73\t                   16-20,30-37\t           CGGAG*CAAUGAAG\t|\n",
      "|\t   5\t16.503\t                   13-17,30-37\t           UGGCG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AM412317.1/1193313-1193415\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.179\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   6\t27.691\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AM180355.1/1724139-1724245\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.224\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
      "|\t   6\t27.024\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAWL01000001.1/327573-327687\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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913
      "|\t   5\t36.889\t                   17-21,31-38\t           CUGAG*CGAUGACG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAJM01000461.1/236-129\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.094\t                   16-20,30-37\t           UGGAG*UUAUGAAA\t|\n",
      "|\t   6\t 26.09\t                   16-20,30-37\t           UGGAG*UUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000728.1/2062169-2062064\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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926
      "|\t   5\t32.292\t                   16-20,31-38\t           CGGAG*CUGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000568.1/2679822-2679717\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.984\t                   16-20,31-38\t           CGGAG*CUAUGAAA\t|\n",
      "|\t   6\t23.101\t                   16-20,31-38\t           CGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008230.1/4549598-4549497\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.393\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t28.292\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000726.1/3620086-3619976\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.625\t                   16-20,30-37\t           CGGAG*CUAUGAAG\t|\n",
      "|\t   5\t13.988\t                   13-17,30-37\t           CGGCG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000018.1/27020-26864\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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Roman Sarrazin-Gendron committed
953
      "|\t   5\t30.331\t                   17-21,32-39\t           CAGAG*CGAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAXV01000005.1/126573-126679\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.238\t                   16-20,30-37\t           CGGAG*CGAUGAAG\t|\n",
      "|\t   6\t26.213\t                   16-20,30-37\t           CGGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000014.1/12064-12163\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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966
      "|\t   5\t32.095\t                   16-20,30-37\t           UAGAG*CUAUGACA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000612.1/2418052-2417945\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.647\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t23.647\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000673.1/1716322-1716209\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.872\t                   16-20,30-37\t           CGGAG*CUAUGAUG\t|\n",
      "|\t   6\t22.322\t                   16-20,30-37\t           CGGAG*CUAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000673.1/2974771-2974666\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.748\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t23.748\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AM180355.1/174147-174250\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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993
      "|\t   5\t30.519\t                   16-20,30-37\t           CUGAG*CUGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000724.1/4004549-4004448\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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999
      "|\t   5\t35.656\t                   16-20,30-37\t           CUGAG*CGAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAXV01000010.1/2942-2843\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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1005
      "|\t   5\t37.639\t                   16-20,30-37\t           CAGAG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000724.1/763663-763763\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t39.458\t                   16-20,31-38\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t31.357\t                   16-20,31-38\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAXV01000011.1/30443-30546\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.335\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t32.234\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000002.1/320062-320165\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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1025
      "|\t   5\t36.883\t                   16-20,31-38\t           CGGAG*CGAAGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID ABCB02000018.1/9340-9436\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.031\t                   16-20,31-38\t           CGGAG*CUGUGAUG\t|\n",
      "|\t   6\t20.768\t                   16-20,31-38\t           CGGAG*CUGUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000685.1/4776282-4776182\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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1038
      "|\t   5\t30.437\t                   16-20,31-38\t           CUGAG*CAAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000557.1/1285675-1285779\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t24.509\t                   16-20,31-38\t           GCGAG*UGAUGACC\t|\n",
      "|\t   6\t26.509\t                   16-20,31-38\t           GCGAG*UGAUGACC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE015927.1/303338-303443\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.952\t                   16-20,31-38\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   6\t27.464\t                   16-20,31-38\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE001437.1/453563-453665\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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1058
      "|\t   5\t36.712\t                   16-20,30-37\t           CGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000673.1/503077-503184\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 36.02\t                   16-20,30-37\t           CGGAG*CUAUGAAG\t|\n",
      "|\t   5\t16.602\t                   13-17,30-37\t           CGGCG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000055.1/439-545\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.227\t                   16-20,30-37\t           UGGAG*CUGUGAUA\t|\n",
      "|\t   6\t23.047\t                   16-20,30-37\t           UGGAG*CUGUGAUA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000612.1/107660-107768\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 36.11\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   6\t27.623\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAWL01000002.1/146610-146509\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t28.635\t                   17-21,31-38\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t20.534\t                   17-21,31-38\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP008230.1/4551167-4551265\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.283\t                   16-20,30-37\t           CGGAG*CCAUGAAG\t|\n",
      "|\t   5\t16.152\t                   70-74,87-94\t           CAGAG*CGAAGAUA\t|\n",
      "|\t   5\t 8.456\t                   55-59,70-77\t           GUGAG*CAGAGAAC\t|\n",
      "|\t   6\t24.413\t                   16-20,30-37\t           CGGAG*CCAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000673.1/1915422-1915314\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t32.944\t                   16-20,30-37\t           UGGAG*CUAUGAUG\t|\n",
      "|\t   6\t24.981\t                   16-20,30-37\t           UGGAG*CUAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP009389.1/1533734-1533850\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.884\t                   16-20,30-37\t           CGGAG*CUAUGAAG\t|\n",
      "|\t   5\t13.447\t                   13-17,30-37\t           UGGCG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000673.1/3104226-3104112\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.483\t                   16-20,30-37\t           CGGAG*CUAUGAAA\t|\n",
      "|\t   6\t26.599\t                   16-20,30-37\t           CGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000006.1/30687-30791\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.048\t                   16-20,31-38\t           CGGAG*CUAUGAAG\t|\n",
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      "\n",
      "RESULTS FOR ID AE015927.1/1456770-1456662\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.708\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t23.709\t                   16-20,30-37\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017194.1/1084280-1084386\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.965\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   5\t 9.577\t                   11-15,30-37\t           AGAAG*CUAUGAAA\t|\n",
      "|\t   6\t27.477\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE017194.1/3299167-3299061\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.555\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t32.454\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE015927.1/1226200-1226097\n",
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      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.454\t                   16-20,30-37\t           UUGAG*CUAUGAAA\t|\n",
      "|\t   6\t21.917\t                   16-20,30-37\t           UUGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAXV01000007.1/42365-42470\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t24.507\t                   16-20,30-37\t           CUGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000002.1/340881-340984\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t24.268\t                   16-20,30-37\t           CUGAG*CAUCGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAXG02000006.1/101826-101729\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.945\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t32.844\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000673.1/818867-818971\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.596\t                   16-20,30-37\t           CGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE001437.1/1976371-1976471\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.504\t                   15-19,29-36\t           UGGAG*CUAUGAAG\t|\n",
      "|\t   6\t23.504\t                   15-19,29-36\t           UGGAG*CUAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE001437.1/2914841-2914733\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.021\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
      "|\t   6\t27.533\t                   16-20,30-37\t           UGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000232.1/2070462-2070570\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t41.391\t                   17-21,31-38\t           CGGAG*CGAUGAAG\t|\n",
      "|\t   5\t19.898\t                   14-18,31-38\t           UGGCG*CGAUGAAG\t|\n",
      "|\t   6\t27.365\t                   17-21,31-38\t           CGGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAEW02000009.1/42224-42117\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t 31.84\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
      "|\t   6\t26.639\t                   16-20,30-37\t           UGGAG*CUUUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAWL01000026.1/22109-22215\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t  34.4\t                   16-20,30-37\t           UGGAG*CUGUGAAG\t|\n",
      "|\t   6\t21.633\t                   16-20,30-37\t           UGGAG*CUGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000724.1/968949-968838\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.299\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t32.198\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID ABCF01000005.1/97205-97306\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.607\t                   16-20,30-37\t           CAGAG*CUGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAXV01000019.1/61222-61331\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.459\t                   16-20,31-38\t           CAGAG*CGAUGACG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000038.1/20734-20635\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t37.218\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t29.117\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000612.1/3367128-3367031\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.327\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t32.226\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/3200764-3200871\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000006.1/96737-96624\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.561\t                   16-20,30-37\t           CAGAG*CUGUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID BA000028.3/2856865-2856757\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t26.907\t                   17-21,32-39\t           GGGAG*CAUUGAUC\t|\n",
      "|\t   6\t34.354\t                   17-21,32-39\t           GGGAG*CAUUGAUC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000673.1/3384182-3384086\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t28.363\t                   16-20,30-37\t           CGGAG*CUAUGAUG\t|\n",
      "|\t   6\t16.813\t                   16-20,30-37\t           CGGAG*CUAUGAUG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID CP000382.1/316300-316411\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t33.467\t                   16-20,30-37\t           UUGAG*CUAUGAAA\t|\n",
      "|\t   6\t 21.93\t                   16-20,30-37\t           UUGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE001437.1/1073888-1073785\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t31.857\t                   16-20,30-37\t           CGGAG*CAAUGAUG\t|\n",
      "|\t   6\t23.267\t                   16-20,30-37\t           CGGAG*CAAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID ABDQ01000003.1/211832-211918\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t27.506\t                   16-20,30-37\t           CGGAG*CUUUGAAG\t|\n",
      "|\t   5\t 5.019\t                   13-17,30-37\t           UGGCG*CUUUGAAG\t|\n",
      "|\t   6\t17.554\t                   16-20,30-37\t           CGGAG*CUUUGAAG\t|\n",
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      "=========================================================================================\n",
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      "RESULTS FOR ID CP000232.1/1354284-1354167\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.833\t                   16-20,30-37\t           UGGAG*CGAUGAAG\t|\n",
      "|\t   6\t23.407\t                   16-20,30-37\t           UGGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAXV01000007.1/124740-124627\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.709\t                   16-20,30-37\t           CGGAG*CUAUGAUG\t|\n",
      "|\t   6\t23.159\t                   16-20,30-37\t           CGGAG*CUAUGAUG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID ABCF01000016.1/2236-2349\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.281\t                   16-20,31-38\t           CGGAG*CGAUGAAG\t|\n",
      "|\t   5\t19.054\t                   13-17,31-38\t           CGGCG*CGAUGAAG\t|\n",
      "|\t   6\t26.255\t                   16-20,31-38\t           CGGAG*CGAUGAAG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000612.1/2872894-2873007\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t27.295\t                   16-20,30-37\t           CUGAG*CUGAGACG\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AP009389.1/251789-251896\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t35.358\t                   16-20,30-37\t           GGGAG*CAAUGAAC\t|\n",
      "|\t   5\t16.856\t                   11-15,30-37\t           AGAAG*CAAUGAAC\t|\n",
      "|\t   6\t 36.84\t                   16-20,30-37\t           GGGAG*CAAUGAAC\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000142.2/516461-516352\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t34.923\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
      "|\t   6\t24.233\t                   16-20,30-37\t           UGGAG*CUGUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AE015927.1/2676955-2676853\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t36.392\t                   16-20,30-37\t           CGGAG*CUAUGAAA\t|\n",
      "|\t   6\t26.508\t                   16-20,30-37\t           CGGAG*CUAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000232.1/1204935-1204832\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t38.975\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
      "|\t   6\t30.874\t                   16-20,30-37\t           UGGAG*CGAUGAAA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID CP000673.1/1916685-1916789\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t28.796\t                   16-20,30-37\t           UAGAG*CUGUGAUA\t|\n",
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      "=========================================================================================\n",
      "\n",
      "RESULTS FOR ID AAOX01000005.1/171326-171162\n",
      "=========================================================================================\n",
      "|\tMODULE\t SCORE\t              MODULE POSITIONS\t                 SEQUENCE\t|\n",
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      "|\t   5\t40.616\t                   17-21,32-39\t           CGGAG*CGAUGAAG\t|\n",
      "|\t   6\t 26.59\t                   17-21,32-39\t           CGGAG*CGAUGAAG\t|\n",