mongrel
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Hello supreme beings, in our work group, weencountered a rather peculiar problem. I’ll try my best to explain the complexsituation. We programmed aseveral experiments that were combined in a batch file. Part of this batch weredifferent kinds of surveys that should be shown in different conditions. Seethe batch file in the following: <batch> /subjects = (1 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming AGE_RB.iqx" /file = "161205Exp5_ EC_OWposYMneg_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OWYM_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OWYM_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> …In a similar way the part above repeats forsubjects 2, 3, & 4. Only, the priming condition and the EC conditionchange. What stays the same is the before last file: "161209 Exp5_ Fragebögen_OWYM_RB.iqx". In the next 4 conditions (5, 6, 7, & 8),this file is changed into: "161209 Exp5_ Fragebögen_OMYW_RB.iqx", see below: <batch> /subjects = (8 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming GENDER_ RB.iqx" /file = "161205Exp5_ EC_OMnegYWpos_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OMYW_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OMYW_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> I checked bothexperimental files: "161209 Exp5_ Fragebögen_OWYM_RB.iqx"and "161209 Exp5_ Fragebögen_OMYW_RB.iqx", and both contain thecorrect set of variables. Therefore, subject numbers 1-4 should view and answeronly items of "161209 Exp5_Fragebögen_OWYM_RB.iqx", while subjects 5-8 shouldview and answer only items of "161209Exp5_ Fragebögen_OMYW_RB.iqx". The data, however,look very different. First of all, I get one file for both experiments, althoughthat is not the case in the other experimental parts that are not surveys. Butthat is probably normal and wouldn’t be a problem in itself. Second, suddenlyin the data subject 7 for example has provided answers for the items of "161209Exp5_ Fragebögen_OWYM_RB.iqx" which she shouldn’t have seen, also there isno data for the items of "161209 Exp5_ Fragebögen_OMYW_RB.iqx",although subject 7 should have viewed and answered only those. Altogether,there are only 28 (of 210) subjects that seem to have provided answers to theitems of "161209 Exp5_ Fragebögen_OMYW_RB.iqx", while all othersubjects seem to have answered the items of: "161209 Exp5_Fragebögen_OWYM_RB.iqx". This seems quite unsystematic and I do notunderstand how that could have happened. Below, I have posted ascreenshot (cut together, because it was too long J). You can see subjects 1-8. All except 2 and 6have provided answers to CA_OW3 for example, although only subjects 1-4 shouldhave been able to answer that item… ![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAIoAAADnCAIAAABOj1m3AAAgAElEQVR4nOy9d3BcSX7nybgL3R93q9tTxEVs3J5Wd3/s7e3errQKxUparaSVenokzUia0bS3bJJNNn3TexIgQIIgARAg4Uh4b6rgUTCF8g4o77333j1vyub9USQbJNGt6VG3NBOhb/wCUfVe5i9/mZ+X+TLzPQD7lEqlQqFUKhUGjVKlVEhlO2LptliyLZHtyHaUCqVardXqdHqD3mAwGI1Go8Fg0Ov1Oq1Oq9Fq1DXTqFUatUqjUmnUas0LqdUapVKlUCrlCuWOXCGvmUKhUCjkcrlCoZDLFTvPtb29LZPJZDKZVCqVSqViiUQkEgkEQh6fz+XxOVw+h8vj8vgCgVAkFonEzyR6LqFQKBQKBQIBn8+v/eTtEpfL5XK5nOdis9mbm5sbGxtra2ssFmv1uVZeU+3gK6eWl5cXFxfn5+eZTObs7OzU1NTk5OT4+Pjo6OjQ0NDQ0NDgcw3sUv/L6tulp8/15DXtUyqVKqVye0fRPCmcZEm2ZVKeQLzJlXAEMpFUodZZHE63y+Gw2Wx2u8PhcNjtdpvNZrXYzEaLyWg2Gc0mg9mgN9ksNovJbDKazWazxWyxmC1ms9loMukNBo1Or9Lo1Bq9RqfX6fV6g0GvN+h3SfdcWq22hlalUiuUyu0duUS6LRTL+CKJQCwVSWSy7R2FQqlUqVQqlVKp0ur0GrVS8ZXkcrlCo1Yr5PKdXdp+rtoVsKNQatVqqUS8G+0uCQQCoVQmE4uEAoFAIBBKpVKRUCgQCoUCAZ8vEEtkYrF4a3NjZWVlcXGRyWTOzMxMTk6OjY2NjIz8YoReQNoDj0WvHF0W/bBu/WwPu3WCd2+Uu8kRbnCl4m0Nj702PDK6wJN5/X6v1+v1en0+r9vtdjndDpvTbnHYrQ67zem02bfFCo3O6nI4nQ6ny+VyuVxOp9Nud5itNr3RotGbtHqT3mg2mCxmq81qsVqtVqvNZrVaLWazZZfMZrPJZNIbjBqtXqnW7ijUkm2FUCoXyRTSHaVCpdHqaoiNZpOBs7HKkypNRsMzxnq9QaviCoQqrd6g1+t0OoPRbDYZtVrNC/B6vV6wxRqemBYr1FqNWqlUyhWvSKlSyBaZDK5wW6lSyWUiJmNOqtTqdBqFXKFU7CzMDD1+/Hh6cZ3L5aytrS0tLTGZzOnp6YmJidHR0eHh4e8Sj0Gj7JgV3prRz2yHetiOv7nDuTfC2eSK1rkyhcbQfn3/uTtty0JFNJ4I+L0ejycQCEfCEZ/P57C7fW6/1+132t3JqPv2udaxZVUkFAoFgz6v2+XxBkMhn89jtjqsDo/BbFXpLRab02Jzm81Wm8vj9XhdDofT4bLbrFarxeZwuhwOs8nsdDptVqvFajWYLDq9Ua7UKVRaqVK9o9TLdlRqncliMVusVqvVbrUY2atL/G2d3WwyGE1Wi8Vmc1oU68fqGjlKi9locnr93LnegelZi9X+bGg2Gm1259rUwzc+PbVtdttNBr3eYDKatGq1ttajdTqtVmfSKxdnpkU7Or1Wq9wRL62ylgZ7h56M6y12o5x95tSblxsfMlc5QgF/c3OTxWItLCzMzs5+2w60J55XCO1jbu3cZ3mpEsDpEgBgy5q/OSLZ4Ig3eTsKrbHj5oFLzZ0ymbj5/LXWwdGF0YeHD5xY5UlG7jUeOfz53ZFJAXP4iyNHWrr7b12qf/vA58frmoUScf31i2cvXOaK5E8f3jt0+NgAY72/ufHg5weu9vZvzY9+cfjzm61d/b1PPv7i08uNDRqbz+lw2Q3Stitne/qmno4Pr4pkfeMjvaMDh08cPHT88CxXNvy4s+NJ84H9+y/V1z98/FQmFT/p69VZPRPMx+Os+eaL5z/79GDTFJM5fP/koU9/cvAWTyi6evrohbudbZfe+ou/+1ymsdusJo1KqdJozVaXgj975dHTJ13d7x/88HLjvS3O4pWzn3+6//Tj4fG24WkuZ7Glb7BnampirP/KybPTjKXep8zG/W/96C8+4Wlsdr20ueHw4aPnxpc2JWIRm81eW1tbXFxkMBhTU1M1PL9YB9obz/Aib56rAqAicWSzeMkfitzuZy1viNj8HaXW2HFz/4WmR0Lu6qXPbgpV2q72liOf/+SnR043PVjV8ocv3jx/6t0PT1+83tLUeOJkwyhbP9t+7q0jP+3c1AaUcx8e+8Gb73xY19Dw5ZHLZ29NqsVT526eOfXhx1+cu3Lvbt2p03UPx+ZvXLg1taXzeVw2s2q2t3F2ePLS3duzPNntB3cv3qk71vx0YeLplfPn6lvuf/63f3Hg1IWLTXea6m+dPX+2rWMkHPQ96Dn+8aGTnU+WF6bvfnzui4ZzVxQq0dHzdaPT/ZdOH/3w7U8Gum8/Gh32+gIW3fbDuot1TyctTr9SwLjR1Xv1fH3zwEz9jYaDb3/AWBM8aq4723Dn9IO+rfXJk3WNZ+/c7ZuZ7mu+PTcxcfR0x5O7t7rvP7W7nRqt3h0ILz+9d/LkPalSvsVms1isF+NbbYJQw/OdENr3sK3lX/6L/0WjUQMAAAB//Ed/+Od//gZboNzg7chV2sd3T86I9HGHpu1ij0Ipunj9/OnDH355t+3mtcazp94521jfdbvxxJV762v8ugvn95+4eOvm3bGJnpOXz9Vfv9w12HXhyoGWrsHl1cUL56+f+/L9E3VXu+7dO3z+9sLK2v1b3cw1SdO19gWhNZWIBZz67tuXDp461/7w3vGDh989cOH2445rTxYdev47f/3nD2fXei6fOnTyxjBjVSOa/cEbb05vsDuePL3ZdelmU/O5Q2c/+uxnh9vuPzx35vSJ43994mbnw1unTh7/4JODjKmeY19ekyhr0xSzyWS02Z2syYd/ffTkxcudjBV+c93jG+cvXzx6+sfvf3qnf+ramRMHPtp/7Mb9mw9bBqYYFw+8d7Hu5rnL/TMDHSePnecqzSb19kBr06EPD97rnJLKJJubm6urqy96z/j4+D+kA71+B9q3trb2a7/2a7/92789PjZ6+tSpffv2vfvBx6ts8SZvWyRTiSUSld7ssNsNWqM/GDIoeevrbIvTzWUxLx49crWxz2mzzc8y1zbEarlygTEvkKpj4bCYw1pc4/hDMaOCt7Awv20w8Tfmrp0+eubGI4vTzmTMLrF4CqVWZzDp1Irh/keNjY0Pe0cWFpe4Cp3NoFhkMDb4UpFUyhHJtuXKtfUtrlQlEQpHRkaYy2sro11nLjUqjUa+UCSUiBRaDZe1ef/O0WO93aYd2czkLFcq16tVCzPTi+tsvV63vLgm3VG/mB4aDHqpkMtcWuYKZQqlSiySqVRK9jzzwtWzt4ZWVfzVqZl5vkQqkkg468vj07MiuULIEyuUO/NLS3yJQqPcZo4ODY3Ni6QyztbW+vr68vLy3NxcbYZdwzM6OvoLT+Fe6UD7LBbLwMDA7/3e7/3Gb/zGr//6//p//Ot//cmn+2fmV/gSpXhbrdFbzBabzeH2+f1erzcYisbjyZDTONp5v/5Oi2jH4rK73U6vw+a0Wx0el8/tdNvtDp8/EAz4nQ6Hy+PzB0Jeu36sq7nu9p1NidZqs9kcDqvVaraYTSaTzWribbGYDMbypsBss5v0Oo1WZzSZdFqtQqnc3t4RiKQi6bZAKBZIZHKlWi0Xd9y5Nr7I02pUKqVSpVQpFQqd0cJnTz5hMHV6g8Fg0GnUSpVKbzDodVqlUqU36NQqZU21mZlarTHodVqNWqVUqlRKhUJhMBrm58aH5zc1GrVKpZTvbO9sb+/IFWqVamdbtiPflsm2lUrltkwqkUp35IptmeQFm9q8YHp6urb6qekFoV+4A9UI7WOztyQSCYfLm19YnJtfZMwtzDIXFpZZy6wN1jp7k83lcPl8gbC2GhSJxSKRWCiS7MhVSoVKJBByOHzuC+PyeTx+bWH4THw+n8/n8fnSbblcoRAK+FtbnK0tztZzsdlbXC6Pz+fzuJyNjY319fX19fW1tbW1tbVVFmtlZWVpeWVxaXlxcXlxqaaVzS3u5sZabbW4urpaW1eub2xx2ezV1dW1Z2I9t1fEesVYLBaLtbqysrKxsbm5zlr++1QLYmFhYW5ujslgzMzM1JalExMTExMTL/C86EO1ge65hp7bs5vT1+grovtEIrFQJJZIpFLZtlS6LZXKxGKpQCgSCIQCgUggEAmEIoFQJNxlguc/X5hw1wfR7mX9S5J8K5NIJGKxRCKWiCUSseTZhxcSS75K8yL9V18lz+0Vt5JXTSJ5ye23l1Qikf58kr329e+3feCf9UusfRBagNAChBZRktLJpAtLqyqD0+YIuFyhYAJDiTKMF5+n2W1FjCwYFTuLS6s6dwqny7lc3uUMmkzOYJom6errWWC8lEmlrJ4QTlaC0YhKbXGHIYysIHgRxooQWoCe/Xy9rAKElRAEMxlMFnccIsrP05dgBPf5Y2mkCGNFCCtAWAkhyntFW0CIYigQVCq1zlD2qzTYV0XXPiBEKRqJhRIogpdgrPhVArTwakq8/OLUS9UkSplUgr26PrcmisEVnCjCeAlGiyhVRfEihBURvLRnhBhZsunliysbSytrOneaoKsQWtgXjGHBGBaKU/GE/9rBM72zwh2Vw2D3dNXdm+UG03ncE0IiSTwQQ2spnxuZysbrj5zpGGOrbak0XNLJtm5f6ZFZ/TwW62nfZiBbCMV3p8dCqWLAqr58u9uXQHoetjO2jGZ3Pp7B3QEomiTCSTKapKIpMpzAg6+WhcUy1DaPN7Ms3Na4/MlCMJLzhOBwggiE0npzwBcjQzEkkKDcTsc6W+lLUK8UHYzh8SyyymDObSiNzkQ4RYUTWDCOB2OwP4pFUlQohvgjSDhJhOKIxRaweHLRFOGPIOEE5ovA4SQZTuK+MBxKEOEE5osgsQzC3xKqbOlIEn8l1Dhcka/PfvF5Q1v7gyt3GaEs6fLnkigx3T2wIvFHYpA7BEXS5Ot1jKYIvU554+Sxz0+3KV1pbygbSRf3Wdw5iztn9SAur+fi/uN3uufZvO2RwYWWhq7RWdHd8xc/PnJ7Q59x+6FayucGe0Lha4eO1z1kKs2BJy1tRz4/dvpK9/TM+vWjR9/4waEtU84dgF/OAnkDqbamthHGWlv//NLs+vSCrKO+7tNDN+o7+llCTWtT19ymon+ab/PjL2fMOfyIWCQbm95UOyCNxjw2xtyUWZaYq9NLgnWOks2RjAwzJ+a3lpZW791/KjamHL5Xos27gtn5qdnx+W2Zwri6LtngqxdXt0ZHmWOzbLnePzfF6J9Y3+BJR8dWV9jbHKF2ZmpxZGJ+grkxPMLYUvgFHH5v79SqUM2YWhwcnV/i7Dxp7xhe1tj9iMXzUqiuCMVmTN9t2UhC6O2r9StCw9njX9xoGzn8ox8dvrsi5qx88uHB/iWLJ4K9UkezKxeEwOrwaO+wYLS78+jxc71M5T67D7L7IIcf8/g9lw+e6Z6VCnmchhsdbS1D9+vuvf23Rxrbh9aVMX8YraV8bqgvEr519ELfolG1I7x5Z0qt2Ll2o/X+nZ4H93raOzYD+ardC72cBfIlClurC4c//3JKaGE8GWy82fr+335659FQe8/I7dsPrlyuP3/5zpN5pT9Ov5LR7oNcYdKoN4xNL4yOLvD1mUQGmRmfF+t9S/MbzIX1VYFbJhROzW8srihcsYLj1eywN5JbnJlb4ljdYWx1ZmRwRc3bZK+KvBI+f3J6oad7bJGrWFpkLW2ZhDwxc2lrcoYrU2rGGaLtHc3s/ObA05Hxed4GTzQxtbWjMs3Os+cXOdvmnDuIvBKnN17gMKfutW1FEvG7N9ummNwLp86euNTc2tS3KQ0vjE8dPnjw+sN1f7r0eh39aXquf6jh2oNLV4asHn9z45V9rgDiCiDuIO71ue9f71KHgcekab3X3/lwdGKSdePs1dYe5o41649gtZTPDQ8lko3Hz1y7N7jG23lwq+HkmUvXGvt6H02MDDFOnbzOt0DBV7MgnmjBY1B//MFhvodeHhjqG2Y1XbvV1DUllWsunrnCXJVePn9zy4QFo+grGX0RTK3UMRfWZ1dEIolifGJJpLatLguU1tDGmpC1xhkcmp2Z58jUtvFR5rY16wu/UjQaiMOrzPlRBpcrUq2ucJfZ24uLK0PDzOl5nlznnJmaX+HreRwRW+KUieUrG5LVdZXW7FheV6t1JtamYn2NPbkgFMu1yyvbWrNrdW2btbLG2NR5I4Q7+FKogVRpm7104OPz128/YGwYpgZ6Dx45e/fRdN+jR3VtI423Go4cu9AxKgqmS6/U0RVAQtnC8shYT9/KoztN587fGVqQ7fOFseeG2N0ZTxj3hWCHJ+vwZHwxymb18oQGiw8JRPFdKTFfGAtEcYvFLxDrtI6cyx0Wyh12L+TwZr0hWKV3mtzQ61l8YcwfwZyevC9KuLwZT5h0uyM8odboybu9OV8Es7syvsheuaK425/WGHyOABZOECZzwOhMuQOwN4QG4riQzWasyO0BOBinrM6ozQv5XyvaH8FdvrTW6NNbo64gGkwg7OXVeZbKHoBDyYLLE1cbA3ZvzhNCPEHIHYDcAdgbQlwB2BuC3UHUH4a0Bp/JlfYEYG8IcQcQTyBjciR8EdwXeTnaCO4L5XfkZpEqEM6W/YGUdMdq8kAeX2LHELQ5whKFyxFA/HtWM4K7fFl3iPB4owKpxRMv7QsnyOdGRdOFZx9ShWiqEElQ0Uw5mStHklQoTu5KSYYTZChOxjKlZK4SS9HRdDGZLUdTdDRViCTpeKYc3StLzXksXQzHyUiqEElS0XQpmatEk3Q0XYgkqGi6uFcWMhwnw0k6li5GklQ4QUXTxWiSjiTpcIKKZYo2m9/kysczpXCCjKaKe0YbjpORZCGWLkZThUiSimWKNqvf7IbjmWfBxNLFSJKOJKhwgo48d14rLpKkwgk6tqvQSJKKJOloig7vVVA4SSdylUS2VCs0kavEUnQkVYxnitF0KZktR5P0no0Tet4skVQxmStHEuQ+uyf7K202T8bph13+vM2T+Ra53BlnAPm2uf7xbV80nvln+6W1fTiO/aoYQeC/JE7+0WwfDMMwDEMwjCBwiYBLBFzcZSUCLpEwhsAQ/J0JgmAah0EBATQCKLhaosuVavmZKs9UrYIyXSJ254Ky2exLbhAcwkoQWoLQ4h6GEPBeUb/s5CuhCIIgX31FYHj311fix1G4TD5rq1qjkdi3aCIURcnnwnH8G1Luex4cnM7BbAu0aoQ2zM9s3QyxTBDLmI+loW9V/DcLR2GlOzcgSY3I0iNyaGpDsbLArO1Tr64sLzCm5xgz84zp0XWVwIEUiGetls/nw+HwV02IYGjGS4S3iCifjAvJGJ+M8p4blwxvomkXjOxR83A4DEGvVgVB4Fgyk81DL4jk8lA2t3eNcRT2xuBlA7RmhjbM0JoJYpkQcwimvqmdX5SEIXghkUw9ex9NpwsGgyhRgBFij7QI8gxPkYBlLqiVT3MdZaG7LPGWZd6yxFMWuMrNgsKECo6l83sTIooQVYHIEkSWIIz6+8NDYAKDT8zG/9WN4OdT8QYecfBGz/mTh8+eOX3pwtnT5y6eu9N94sKNj9/6q3/38eM/6sXm1RkaR2AYzufzkUjkBR4ILRV8fUD3s7Lu47Lly6q/GST6QXIUJCdBmglSc0XfOAQhMPxqF4hEIq/jwVDE4go4/RE4n0cQBIKgcDzt9PihfP71KpQIeFyBDCvKQldF6q3s+MoDitKQijIH8/Q3E0IwJBsnE9rxkf4n/SPM+aXJaWZXV1fMLiCyARh9ldBXeAoELHRAC4aiJQz0AWAMAUsY2CLAHgVrtqomUppVQ4l0nsReri1GIMYtXNSH74wT8mHUJYWIIoQXIIyGsEJtjxLCirvbqNa89WvJ//44+kiY43oqDwfnLpw58bOfvfXR++8ePHV1yQmeLEjqLhz78dWZw0ulL+dS2RyEoa/jKRb9fcB3vhodLjsai4abBWtbMbFZJWyA9oNSthRcgPKZnxcPhvkCIY3FnctlMQyNxROeQNTj9aN7DXAFHJ7RIAofMAWrlnDVm6ismIrqGGCaCno/RGBfxwZHsvGS4UbV+YA5dE/EWfVbFTadbHLwUU77sGq8CIVUEPrS9b0LDw7LXBDLUrREgCEIzGFgjQJ7DDhiYNlSqQBgS1WWDXAyA2Ho89x4AXYqS6xzIMoCcTHIGss+HqmZII1zpGWRsi9RjiXKOUt6FuF8BkbQF3ggCG5mp97siQ3IUXkMtPRNf37gk/fff/+D9945/OU1HQyeMrlNN8681bh6lVNu5WXj6T3xFIqBwarnYiUvBwgPQOJqZLWgaSIDG2UiDKpE0bcA5bM/Jx4UQVKp1LbWFomnoHzO4w/a3MFwJIKhKPyaCjjM1CHqYEXrow0ByhGlNozQg83EPQ48JIpRaBbZCyqEUmhUX3W1VggtHVkouXrKzsclZzcdmCkTZhAdT+hGc2hxbzw0Diu9MN9VskeBJQLsMeBMAE8ShDKAqadm9dSymW7mkwOSJIXlnxVPlhE9u6pvB8g0gDYAqQVFH8irQIYPEksg3Ae89cB1pGpvQFIBCK9CCPECz/2t1A+6Y0NKPEyBoeml9376l5999M7xzz85deLoKIPRdK+5+96Vt5vYN3jlDsHX4in4B6vO8+UUD8ACgJsBIEFaS6rvU1kdKMaKHubPjweGYQxFtzVmizfq8/nMzoDR5s5lM3s2NI3DczpUHy6r3ZjOi5oDiMmXU9mT5jDF2A5ScIrGEfS1fBBKoTFDNTBWya+D3EoV2qhCmwBdBfAKyC+DJCOpHcXxAr7revgKD4XBugC84y8748AeA+4E8KVAMAMiOWCPFaUucsdNStx0Hz8MZ5PP8ZQQk6CiaamGm8rBR2Xr/ZLxbsnUWNJfKWqOFuXvFiV/Xtr+o6r1Gu7noAk9mvbAMPoCz88Gk290JU7M5z8dCf3J1fU36zhvtco/7tJ80qk63G888NT4Vl/wobTwkJ+Np/N79x7vQMV6shRbBTAPoGpABwHiJuT1eHgRYJqic+Zb4cFxzObyiXQusyuotPqtDveeI9szPHrEGCnJHXmtOyuw5O5v5btEuUkd3SnKD+0gDC2Wzb06ykEohcaM1eBEJT1TiQ9VEyPlxOiyXDEqc8+pXQsqz7DA2S+nrGH4xQ3sKzwkBhtDsCZc9iSBOwH8aRDKgmgOxCGQQkAWAxkUJDEwr4znM1/hQS2isvwGpXyfWvubsvJyxTVY8U5XAyvVMLsaE1QT4mpSVk1LQIoPMrxyaArOJRAEhSD4zkZy/2TmT3uwH/bh705Qx1fBRTa4zq3cEZabhMUmYbGeXzq/Xngko78eT7Ho7isbDxYDkwBiAYgPcDXIqjDhGdRyDySYBdsEBME/Px4URdKZ7JpUP78pFmnsgUAQw/YY2Wp45vWoKVKSWVNGT3JsJzOlqdhiwBqtelOAbatMG0sCB5qDoN136ud4pqrhrmrgAQi2wM62R/ysOgSMEWCJA30EjGnLazbSHn52j38JjyUM6yNlXwr4UiCUBbE8SMIgjYIMBrIYyGIgjYN1bTy3Cw9ml9Kcg5nB3yqKzgF4AeQYANkC+A4gDYB2ANoNaDcgzQDbBqiyEFmDoVwtb/1a6t0xdIzVaRD/nVFy2LR93qSsN2naTPo+k2naZGMZ3EKm0nVji27l5b4OT8H5pKR5p+juBplJkGaCPAukxcjGAVj6GfB1Fm3jubgvl0dyudxuHl+HB4KgAk2rzJ62/mmN2Q3lcnuObDAMF3B4To+aoyWVI2UPpGZVWba9bA5V9YGyLVLi2egla2nFVp5UQhicf+EDQik0bqr6x6vOm1XrOWA/n9ddmpTH7HGg9ZWNobIpWJzU0JJApUOM+2I5HHsNjzFaDmZAIAOiOZCEQRYHEAEQEmAUwCiA0IBnSmTTu/A4ZfmRP0x2/N8gwgDROyDyAMS7QXIYpKdAhgEycyDNBKlpkBoF8Rk8IoNQGkFgBIavr2bfG8ukZb8LLP87sP0ucP0A+N8F4aMgfg2k2wA0DMglOLVzcwtv5uYTe+LBSkXb4+L2DwrWRpDoBLFukOwDiQ1o4Z3c5l8C+c+AqxvTDiVS+VQ6nd81P/46PARBRqORmWX2kkg/yVzJZtJft2As4DBDi9jjJas/G4xll/R5vqtkCRX0ftIaJjUetIcb7RVmWtnxRCL+YnIBoRQaN1e9w0BzACjeA6r38+KPGYqwKwk0XtIUJG1hYmYn2cOLN29lpaYQTSAv4TGHYEO0HM6CcI0NBhASEDSgioAuAroI8CIQWV7G496O1v06NPM2iLUD81vA/jlwnADOc8B1CbiuANdV4LwC7OeA80rF3Ymk/TCC1/BcXkq9N563uAxQVJ6JanNxYz5hhdJOJOvF8iEciRfIdCQD1XGppq18IrMnnnLB0FLk/k7BcA6Eb4JgPQjXg9h8fuZv0vO/D1Z/EygPYopefyCUTCa/GQ+CIBRFFQqF5ubmH/34x2Pj43/8x38yMDBQLpcJYo/VYhGHx5SIPFgNZEtJpLzpoMWeojmAaz2IwYeY/LDRl0vkC0vaTDgaewlPwlJ19QDhXwDOfwO8P86z/mxOGfCkKkoXrPchRj9i8uXDSWzHS0lNAQp/GY8hCGvD5UQexCGQQQFMAJwGdAmUKqBcAaUyoMpAYk1kduNxySKX/ieae6Cq+buK6L9VRG+UhW+U+W+UeG+UOH9e4vxZifNnJfaflNj/lbb1QAgJwwiCwCgCn19IvjcB6/1YLJoIRdLRWCaeyCXTUDoL5/IojOAEQYSyhTpuoYENJffEg1cL6jvFld8syD8C9v3A/QXwfgEik9nxv0xM/Fsw/T8C4Y/z0k6X25vLvbS03I0HgiAMw2iaDgQCQ0NDH3744ePHj2EIam1t/fDDD5lMZiKRoGkafXl6TWKwzg/18OMj4uiiKtbOS2z7ywYvLLdntHno/0MAACAASURBVO6swZc1+rI5rMSz5sLRGLobT9JWtdwH6/8VrPwOWP3tPPN35xU+d7Ios6bVrqzekzX6MrEMZooVFZYguRsPhcEaP6wMljIoSCEgjwOUAmQRFMugUgXVKqhUAVV+pfeUUYcUadgHlv4V4P0+4PwB2PoDwP5DsPmHYOMPwPrvg7X/Ali/V135nerqf8b9mxBehmEYQWAMgc/Mp94ZRyyBTDIaikajiXg8lUplMpnafQJFUYrEY3m6QVBq2IL3xkOAws7N4uy/KPDfAIo/Bdq/AJYfgeBgeuDPYkO/CWZ/A/D+JrN+wx+KvXIL2Y0HRdFcLjc4OHj9+vXz58/fvn1bo9EAAAwGw82bNy9cuFBfX89kMjEM2+0EgmECgwk4g+RSRTTFt6SlvrLOnduxJXTulNmXsfrTCFEU2l7HY68qzoC5fw9m/i8w83/mh39rUe5xJ2mJOaFxpUzetMWfTuZQa6KotAZJbBceGoflHkjqK8EEyGIAIQBOA6oIimVQroBKBVSqgCwBnnEXHoxCIg5q+A/p4d8iRv4tMfrv8JF/j438B2zk/8NG/iM28h/xsd8mJ/4zPfWfCvxPEShV2wFDEBhH4eMz8R/3pzWeDJ4OwekYmk3g+RSJZGksXyKRCo2BMhnMFvZPQydmE3vvGpCgKDxbHNlXWP1/wNZvAeF/ANv/L3DdT/T/JDTx0yL3S3rjZEQ5n4Xxb8BTKpUYDEZzc3M8HpfJZC0tLZFIhCTJRCLR3NwsFotjsVhzczOHwykUCq8McQiCIAhSIhG+HZb4StZATudOWQNZdyTni+UJusSzvIYn7QasPwAT/wYs/iFY/VOY+YN5eTCQLigdSbM/4wjnPNFcFiYs8YLC8jKeAgEL7ZDYW6qUAVUAxRIol199Ja4MwLpuFx4YhhEUhmAok8tn888tt8vy+VweykMwgu/eNchk832y3KKZPrUAd0mQLgnaLcV6t7GnO3ifnOhXEINKakhF3eZRW+7yiByKJPMY8nrvKRO64dLgv6yM/89g7d+Atf8NrP8PQHM0yGwMeqxIJgVlkjBGvT772o2nWq329PRMTk4CAHw+X3d3dzqdxnE8l8t1dHT4fD4AQO2F6WKxCO+lIgFzrJA8UE5kUF8sH0nDyRyagTAAKmuGbCjy1b0HRlAEhkhVHc75GNPcx61PQ9qhWXUWwkqecC6chBMZJJVHS0XaGC1IjC/fewoEvO2C+hWUIlhSBEvaSMkYK1kTZXuq7Hhu2lh5RhbOZ5Mv1RnBYBSHUWxvQ2r21diNIDCBwkenYz8Zzn00mf9kCv5iDj6zDF9ZR+rYyF0e0iJEWoVomwjtlOHNQvI4I5nL79F7YASBYRT1yomd7gL/aoV3CPD+DGguRebq0zCGYCSM7L35tRsPSZJWq/XWrVvT09NPnjzh8/m1PkGSpFgs7uvrm5mZaWhoMBqNXzeLKxKwyAENKWlFsKiLFK2JkiNVsidL5kS5XxSPRqMvbQshaA4movFYJOSLh90ut6tLjMh8RVWoaI6X7MmSI1myJsuzOkys972EB0XgHISwDfEZiX9+O7CsCLCUgXVVYFMT3NQE2ZrgpibIUgZ0Nh8M5V+/JL+VcBTZsYTHBa5ZiYch8TAkHqbEw5S+MDdT6mZK3AyJe5zvEhmCtdXhq3hgGIYRiChBRBnO5RCvgdCvUryHiHYZIkvfUPorUwOKojwez+LiokKhyD1f6yAIQhCETqdbWlqyWq3oXjtvL9otk0fWdXGGzM9SBbe0Qa4uuKUNriiCUr0n//q2EIKgGF4zkiC03uy0NLCsCGxqghxdkKMLrqmDGypvJBJF0V14YBhGYKhAYACUyiRcLZIlEqYwaLfRGIRjr4KBIAjFiSoA1UoJ/fme2kEwTOFwiYQBKAEAQBErEnCJ3MPKJFx7mgDvhQeCYJIuAgCKBRrCaQgjIQiGsT2mwrv1+sSawPFC8dlQjqMIBMEQBKEYXimXaJres99AEISTNACgXKRRGCoQcAGHaByiMIistRUOkRi8e88CgiAUJwEA1UoRff6gkMLgIgHROFwtkjT+Ii+MPr9KvsIDIxiaDbE3thI5xGE2hlJIreYkSZA0TZEEQRKv9xqMoLJR52j/06FZVgYrAAAAqBI4VixXK+UiRVGVKqiWi6+BQwgCs+xwB/r7VPYIAABUyxRFETiOEwRJURUAykV69+PO1/HQNG1Rcp/2Pd3aMZWrAABQKRVxgqwCUKQpulgEABQo4hUYeyxLUYyEUyzGaN/TcU8cKlIESRfyyZDTG6Npcs8rjiSpoFXxpK9vdlNGlqoAVCmSLJUrAACaoiiSxAmSovDdBaE4kQxYRvr7x+e4aYIGAFRKBZwgAQAVGrZZ3RBOlyvV3Vf5y70Ho+Go4ci774/zxMyxCa5EvTgxxpMpDAa7WaXSGl0OkzWNvrwVi2AUEu9/0Dy6yhvpvN8zML82N971dMgTTUlXGcxVnlGvGXv6aGxxK4uRu3OiGJmPmOqOnh/f3LJZPdKtufG5Da1KY/cEfQ6byWBamRpd5atgnHiB4xU8OEWHjeI7Da0C8db9xnsLLO5Yb+fUmigR8U2PjohVhm3+RndnJ1/rIsmX+tNreBC6SG4Nd7c8nRCw2WtsTiCa9Hk8G5Od739y0hTOkq89wEFxMh8wt9Q1MDliLl9qUHEfPRrQuVzsuYnOnj6lXq81mYMeh0Jlw3YVTRULavZ0a8/UeG/n2JKAvTKzsCUPuE0D/UNiKffLg58MrUpka4tTC1tJCKsNUq/godIBfX/v0MRkd9vjvhsnzny2/7Njp272do90PahveNQ9ObWRx6mXxn6MyviVLfeHywCU066rHx+o757YmHl69JOjhz45cOjzE6dOnx8Ymbh3r2XblaJ31xNBcDi7OT/yaHhSrtXPdN5+652PHvY8HWPOrS5NN92o++yTTz8+dNUUhannO+yv4CmWCsL54bEFDQDAxJr+5O0jM+tbvXeuHfjo6MFDh04cP3P2SiNjauR2+xhMF3bfOl7Fg+AFNNTR8NCdBwCAjZkRnsq5tcAYeNrb1DaYQHDstWcDZKGo35rtGtoCAIByvOPOgzkm4+LJU3UtA2uMgTv1LU8GR7ofty2ILCV6N56ikc84c6G++WGPUCJtu3HqJwdONNU1njl1Vyjc7Hj0eORpz2fvfvLhx0fW1b5SgdgDT8qr7OiZi3mlhz45eObM+abWQcG2SbDQca1pZKTlZh9XU6ReflyNYBQc7b13b5azvTDS3XDjTs/w4tbi5LkTxy5dvbe+wel+3KNy+JlDA2JDmNqFB0HxdMInlW4vDHWdO3ahselB/bWLIyz5Ym9D+xRnY7z98s0OFkeayCMvdvVf7z0BLb+xsUOukva2NNfVtbL4wuFHzce+OH6/c4q7Md/WxYiEzO0dYxmC+iY8MFIoYgtdDx8OMDWKnactzf1jM/ebH8ww5ltbn0YQHH8ND0ZQKbeq8XLD+o5WxGY23WlZYDAufnmu5ck0e360Z4yj3nx67OSdFF7cfaeu9Z6GltFYFpMvD9XV3bt86fyjkem2q1e7+ydH+gZ7ex5cOHd7eZXjjWZwDH0VD4xguWRQqTKRJCKX7ZgtuvHep9MbUp/DrNc7rUat0Rsj8FfnMDhBp4KWp52d40t8s3zz6IEvB6Y3U3CawxgdHJ4WylShWMKi1/ujmd2XIYJiaD62ONb7pG/K4QusMQb6RmcdwZTPoNQ4YnjWN9X3ZIixnsijX4cHhmGaonTStc6uToXZzuy9f+5685bClo7aBnv7Zlc2lDpbKhFWqU159KX5zB57bhiBZcIzQ53dT8b1Bv30cNfgzHokEmUxR1WO6OuDGwzDFE3bldxHnd2MrW2nVvi4a3Rne/PM4eNdA3MxvKhcGeya5ZUqL00gMRwLuqxmR6hcKib81snh/pkVtpiz0T8wYPQlLdsby1tbW/NTA4PT7miW2AMPDMEIRlMkBCN0gaZIqgpApUjjBElRBElSJI6+vtVbm5BUAQCgmgi5Hd44AABHsWKlWq1WCjSFoShJUhiKvJwVgmG0VKkCUCEIvFQBoFohMBQnaYrAYBSvAFAtF3dfC7vxQBCEYHipUqlNtypF3Ga2ZvEKqNAoTgEAquUiRREIilEU+crrVHtMDSAIQfFyFYBqmSTJShVUKyUMw0rl6p5VhmEYgmCCLgIASgWKoAoAADgZsjhDAIACgduNCm8sS7zc7SAIwnCCIvEXc91KuVgoFgEAJI6SdLFULBYrFVCt1GaPr+P5hwmCUAyvFf+d+dyl3XhQDMvEfOyV5cXFFVsgWQUAgJJoY93kzwGAc9e3ghkcAECRBF0oFmgS/jme9/zDBCEoTlEEDEEQBBEkTWB7c/1W+k7xfM/ajYcuFnWcmVOnb03Nzlk9PsHqglSlnhoZESpNXEb/yYvNVo+Xvb5m8wY1UoFoRwcTXy0Jvh8834t+VfFQxaKBN3vs6OWBwenxge6O1q72+02NrZ3NDXf6ngy3tLbePnfxw4/eO37i3JmzV3lqF0bg/4zn+9XLeAry9dm+aTEAYGuqZ4LJmeluPnnhxqVLzVKFoqul/ovPT/SMr2zMj7f2MIlKFf3eB7fvRb+qeHACd5vUUpWdKhSgmL236U7f1IpCp5Pzt1qaGwYYm7pt7sOOHsYySyDV5jH8m2duv7T6FcMTjUZfzNxezIIQjChVKqVigSJJiqZL5XKpWKDoQrlUpGm6drve7Scajf4q4UH/Wb/E2heJRKL/rF9W7fP7/YHAs78T+k+lUDAYCAT+aWP45dS+bDYrEG0rlDqF6nsxpUqnVOl32R4J1jf5PL7k9VP/bPsCgZBGaygUCth3LRTFCILAcXz3YIoTBI4T6K5kpVJpfnFtR64uFovfeQy/qHAcx3+BpDhBEgTxHcaxLxgM6/VmmqZqv7yHYkQFAFAu4gRBUc+2tWuCYYSiaQJHYRgplCsAgCL9UoJXhGFYKpWSSCRcLofP5/P5/K2tLYlEks1m0dqj2trLLqXiCmtLodIVCvRXZSEIQVI0RSAoVqmCEk3CMELTNI6hVKEEAKAInC5VQLWEoVgZAFApoTBcexxZewr3UmAwjGJE7YEdhiDws2MwVSzVngTiKPJSNWAYxXCSJBAYRhCUJEmKomp7o7tbo1gq7yoIxnAin02Go3FkV+2+TjCCFku1x3dksVQuUDiCEeVKpUhTGIaXymWawjGC2hcMhnV6M0kSEATBCJpP+ueGevtnWD5/wO4KF8qlSqVCkwRdKFZKhM1kiaYQioTEa7M9XV0ivZsulyuVCoGhBFWoVCoUiZOFYqVcRGEIw3CLxcJisaRSKY/HEwgEEolkaWnJ6XTiOA49V6FAr7C2FEotRZEvDiIw7LTotEYviaSYEwNrUiMG59QKZTiWVPEWOjt7zf6IfG26b3QtlYuvjA9MLHCzOJ4N2cf7ng4M9Ev0vnKlhBNEoVio/bpqLuqa7H0yOLkczsAoDEEQRBCoXrL5tK9/YHQuClMFmiApulgsAgDSXk1f/7Q9EC8BAMqk2+G0WW2+cKZULlUqZQJD8rk8SaJSNsvgDsrYy2JDBACAp31dDXWzAm2pWiUIslypkDiGk3StAUm6UKmUaq8c5SGYwmHR+kxX5yOFySXjsmSmEJoOsBYYHIUpl4msLczt6P1xn3FfMBTW6kwoimQyGbxA8IYfX772QKQxb460vrf/nHhH0v+kh7etXmdOr29t3Dy1/3L7LInHH965v8qab6jvFMp4fb09Gqdftcm439LKlRuka4zu/mlPNIOjiMlk2tjY8Hg8yWQylUo5nc61tTWbzQbDcOa5CAJfXmXLFRoMQ58dymZxJDvw4MrdAfb2Ut+XN+6pHCE8bj197MSm3GpUSeanB6+fPPekd+BRd09Xd293c+Pl603bnqxnZ+nY0Uszc/ObG6scvsqh3Z6ZYfQ+vD84zzFvbx5968TStiadg7KZTCaTLZDZvnu3bjb3LK6try6t6A126eby5MR4e9tDxhyj6c7DdZ5oaeLpvft3p1a4nXWnjl5/pJTwu7ufqu1BGMGwjPfaF+/fHV7gLo59efry9IZQxOz96U8+65tkMOfW1GpxX2+3zOwxClfuP2hlidVK7nJXz5gtmITyOQTH1Bszt5t7tyXLrXfunjy4/2rbJJvR+sH+C4MjvQ/vNbe2tI+MrUgWe/eFQhGlSheNRnw+XzAcMSuEvV0tnSPzS5NPG1oGBWszBz96952Dh0+evipWazoabw0sSvJJ192LZ65eu9rRN7U83ffJ+z/76PipxrsdjJmRc8dPffbue++//2HfgiSTTahUKjabvb29DQAol8tSqXRzc1Oj0YRCIZ/P5/P5vF5vMplYWtmUyhSxaNT3XKFoXCNkDc/Md1690ni/ubn5aSidWhjpXxSYKBriMSebrzeNT4t1ovW71xsf3r9x5MQFqSVi4DOOf3G+f3hcrlQ0nvrsVF1ze2Nj7+jMvQuXRua5Mz3tN+tb1BZ/KOD3+fyphL/37s0rDW1TK5zt9dl3f/ZOd9/T61fuLS1MfP7OJ8fPXnk0vCyY6z185Gh9y5Ou9raOzu7TH3304cfv32idSqHIDmvy8sUzX1661fWos7d/vPn6zea2jubm++dOnRpblggWRz798J33vjh5q76FwZg8f/LLA+9+8MEH73WMbSVSsVQyONTWzGCbAaDnWu+euHC3/vQXBw4fvdfJkAvmTpy86gqGJvrbHj8Z2RcKRRRKbSDgdzqdfp+bz1lfWpy9eObG0MBwU0Pj1QsXb9XXffrxx5ebhqKZWH9j3cPR1UTI3HDlxtSaNOjS3Dj15a266/s/PXSruXdudujcyROnT54fHJuSqo3BYEAul29tbfl8vlAoFIlE3G73xsaGUqn0er1Op9PpdDocjmgksrSyKZHKg4FA7aDL5QoG/bO9TV9eufe042H/YF/9pSat3dRw9tTj8eWR1uvHv7y7wBxrbbzb9ODBpUsXWtt7Wm7VzXK1is3Ji1dbBBKxUi5pu3T8izP1bfdbeobG79U1js4urW8s3jpzTWD0JWPRcDiSjDjbG+oeD89Lt3fEqzMH3/uwqa37dkPL7OTI6SPHjhw71/q49/yZw939Y20Pewe7uu/ebTx//MTDJyMbQnk8Eept+PL09bsXjn/+8cHTnX3D9+7c6xscetLb397xRKnX3T139mbdzc/2H7xc/2iOOX7h1KlTx798OjwuUhhj8Vgyk95eGb988/7K4vDtK5cv32yfX1zfWJq92/xEvsO9c/dJMJdm3r927GbbvlA4olBq/H6fw+HweL0Kwer9+y0jzE2XwzI10jc+OdbZ2T7JWNzkiJ2+gIq/3Dc6aXM4eBy+ye7x+zyb8yPt7R2bXOlQ65UfvvHDptFl/sJYe0enQGEI+H3b29sbGxu1ew+Px5NKpevr63K53O12OxzP/mFGJByu4fH7/Y5ncnpdtrmx7paHPZIdcU9r8yJX5bKoOlsfDIzPTI30tbZ3TC2zVqYGO3qmrU7jyKPW3uF5uy9o1Up72h60tLSNjU/weDtaCffqmVNHz9xgrIutBmnbvfuTy2wxZ2NycnJyclZltIjWGC0tLY96+mZmF9QKPWuy9+Bnh+486OVJt9nrG1ubaz0PW7qfjLC4Uu2OcGRsmLU097C9Y2FL5vfa2Bscdzjh0sunhgZbHjwYW+FZTRo+X8jjCYw2l4A11dHetsqWTHff/vEP37zWMytZm+143LnG4S0zZiYnp9bZ/MXZoQf373GlCjFfYHD4w14re1NgNGi2toROr18l4axwJc/weL0eq9VqtVodLk84HA74PTab3R8IBgKBUCgc8Ps8HpfVYnG6vUG/z2a1uT1uh81msVo9vkAkEgn6XGtzI/3902qzPRAMhcMhl8Nus9mMRiObzV5fX9/c3Nzc3FxfX+dwOCaTyWaz1YqzWCyhUHBpZVMslXuex1D79xdefygSDrlcrmA47PM4rTZHKBwJ+n0+fzASDvu9Hq8/EAr67XZHIBQOBnw2q8XmcIXC4XA45Pf53G633+9RSKV6qzsU8NrtzlA4Egl7WFPD7e3t7e1dHKnGHwyGw+FQMODzeV1uj8dpEop2/JGI1+3yeL0ejycUjoSCAa/b5XC6A4GA1+cLh8Net9Nisbo9HrvNane6ak4CXrfd7nC7XW63226zur3+cCQSCni3lif6+8flBmsgGIrGYjatpPdhe3t7e//4gisYjUTCbpfT7XY77Farze7xuO12h8fjtlosDpfH63Hti8XiCqXG7XZaav/W5Rcws9lsNru9/mDQZ7dazOavjlutFqvVYjabXljtiOV5GrPZFAj4llY2JdKdf1AMe5nZbHY4HXbbVyGZzWaXxxsMBIIBv9Nu/SpUi9liNlssVpfLYf1OA3B5fMGg31GLwWyy2uz+QCAYCPi8LovZZDH/PR72Tc0wh0cnxiemR8en/glsbHJicqZvYGRoePyfLIZfYts3t7geiyejsUQ0nvwGi8QSgVDkm9P8AhaJxoOhSDyR+nli+IdYMBSNROPfrc9AKBL5PmOOxpP7BELZz/tHlavVnzflt9P35Pb7L+X7apCvtI/Ll/x8kVQLhcJ3XnylUvk+3L6uQqFQef7i1Xfos/o9E/oWeGia/obzCARRpW9d/+o/Ip7qd42HpumfowOVIShf/EVL3rfFEwMAiqXy32PFMkGQpVLl9VM1R/fPXWBZM7td8xjjSh8EAHieBJRey1solL7Obc2zZnN+S+0DAMyP9mv8+dfirxZL5Rct9HXBl0oVgiQLhdKLuuy+kF5kf+Gp/OxTtbZruRvBSz4Jslj8qpTqyw6LtV9KocNnz35pzz07lfOre7oZGHjJ4YuceMw+MblUAQBUKjXP+9hcMQCApIrfbBRVxDCcoksvHy+UAYj7bQI+69hHX6yZo3a9bGuLq/EkQRk7/OZ/OXanz+RJV0sYj80RqBxFAGj6JbcEWcAw4jW3RZIqUoVStUg2fvrm28cbNQbbxFC/0pWIBD0yIVcktyXigc0tfihDVAFIh5ybbI41lK9WKiRV2MMVXcJwgiBrpwpUsVIpYBI+hy9S+mO5ZCputxhlSluxXFSJOWyxtgBAOhIIJxCaIrzeUCqX87icYj5XY4tVq1WKKjzzieEv2qFQBlDMv7XF4YjVsWTSH4jRhVI0GE3H7OfOHF/g7oi3zVUAJMuDN5rHaQByYdcmm2MNZgEANJLmbHF4MhV3qvUP/uCHcwJ5Ik/QhRJJFZ/hoejiNxtNFzEMpwul3QfLlWpQt3Xi2PFxxtRHf/3RujmmEbPmGJOHjn4p0VsvvP3nR+s6t1X6vodNTxistoarwyx5pVqld3kgqQKGEa+4fVZisVwtYHcO/ejdozcFUtX186fZKu3pj39441HftUMf7794d7D77oXmUZ9VUX/rzsr68pXLNzQ+qFKu7OGqUMJwgqQKFF2kCuVqCe+/c+5We9+tgx+dvDs923/lJwfO8yWq8Ue3rjR1dty+0jK6PPnoVue0BlChM8dvbgjmf/p3b41NTRw5eFRgT1UqlWc+Mbzmv1CuEjHDyc+PTrC405Njy7PdFy49AgD0Xr00siG4cORndb0TDWdP9CxJt1f6Pjl/12NR3r55Z3l95fq12xqTpf3W6abeqYHRiSctN99842+G5tnhLF4slin62+BBX8MDABi4cfjGsBQAcO/0uRVDYHtxtPlR36d/9Sc969r+G8emtbmyj/Pf33ybJRBMtJ1974smCoBC4RU8r7p9cQoAMNVwtmlcCgC4dHj/kkR2+cLpUBmIxhtujfBBKXL5zK17jWffOXFXIBCc+fBHLdOqPevyHA9N0cVCFeRtvLffPZwBIMSfvt4yOtRf/3jFBIr+D976yEEDgOj3Hzpcf+3KwLwe0JELp+tX2DPHr7cBAKabj154tF4rgi6UUAyn6MIzPFH9z958s2NydcfgtMumz158BADou3l9eJV95coZBw5g/fTbX9zJxZ03Ghp6mi+9dfyuQCC4fOTDT9/79Oj1rtrgltRvHDh4gQQAlEq1i+nF4Fb4ZqOoAoJitVZ7bkUAwJOrB25OKgEADV9eaWq68pMPT5cAGLiwv50hbD+7f1yVpVwbb/7Vu2y5Rq1S6e0+8iUPBZKkURSnXjn43AAAA1cO1w2LAAAXD326KJZeunDKCYONgbrboxyQc1w6e/vOrRP7z7VqdDrFzo43lqMLpdf91K4tgqRJqkADkDNv/d0HR/IAOFYHr9wfG+qvf7SoAbDzg7feN6IAZJSffn70xoVznQwjoH1HPju7wmGcvdMLAHhy9WDdgKDWXDRdRFDsWeMUyng+YzCZtDuCn/74B3VNjWcvPgYAtJw6MrTKvnThtJsGye3xj0+3J/y6K/UNnXfOfHKuVaPT6fT6taHmD4431vAEpIz3PjiDAwCKRYKka4ObCABAkPQ3G0kVEAQlqcLug6Vy1aNlffH5qf6Rp2/97aGF9dVL5y6MjYy+/caf9bAM8qWeg2fv/v/svfWXHceaLei/YtasmTVreu7D6dtvXvftC+1r+16jbFkWWKpSgaRiVDGjiknFzMzMzMzMzIeZkjO/+eGcKh1VSbJsHbnbb2mv+OFQficzd2ZkxI4vdvSMzpWkhsdkVtQU5baNziEkg6DakVGZTHEl7GWhGFjqKDGxcmvqGvFytGsdHffzdt2WQFdBWHhpHwg3XZxDF9amogMDyhoasgvyVo74FEldj4NihEyuUKpQ9TEzmCgryj88NdfX2tghrLCsMCKldgKAbsmJcA2ICvd1TywfXhlrtLFxSY7z/eGe09B4i57eo6KcpEd2fhtsFUkQKgRDMVwmk6vjYxQjOZz3D/Svrav39QvqGhgNeGqVkJF8/4ubVYOTPtb3A56ne7i5N04fk6x5Ww+/rc25yMCAsoaGvOKijd3VlGd2/rG5a3wbGQAAIABJREFUCSnp09MLQS6W8TlVhzw5jpMqBPuoq3eIAVCq0DcXFYJJpDIVgml/qFCiJM2cbK6Mz62ennGVGMU53hmfmNs7POWLFQSuWpqdWdnh0hQ6PzU5PjHHEiqRlyMoVYhUKldd/fCyYASBby3Pzy3vnLE5QomMxWJLlZiQz2MLJCql4vSUjdEg4Z2Oj09OLe/IEUL1qjgIiktlcoUSUb8lcHy6t6qkqi7CxyGhrFcul3AFUhWCMxS5vjA9ubiNUUDR5O7a/OLGgUiBrA6V3DKwnJhfOhEoKYJQx0FQXCKVX/4FipNnB5vj45OHHBkACM73p+aWz9lCoVjGZp/MT04t7pyRhKK3LM7EJRQBkPPPxscnp5a3lQRDofLpycmJmSUJQovY+5MTsyyRQn2iPursGaIBFErkzUWFoBKpTKlCr32F4iRDUTROkCoVihE0RTMESaMoplDhJA0ETihVuNqYB0Wubq5UIhKpTPWKsBdFhREUkCSF4SSCYBhOKlUIgpEoiitUGEaQSiWCYBRFA0VSStXrdh6TyuRyhUqhRBQqFMfwvoactKzc8roesYrEcQpFscv/oihapUIUSpSggCApkgHW3mJD7zgNgOO4VkxcIpVp/wtG0BQNOE4olAiK0xTFYIR6n2l1O/5kdSwmKmZik0MQxIt9ViJKhKBooChGpUJQnKZoQC5O1EdtnX1KFcIXiN5chCIxh8uTSGUaG4krRfpSkWgVzYfXN5HJpTKFVCrjcPlCkfgnd+BdilAk4fL4fL5Q/ZYnEMkRAsMJFEVFop/anC8USZQIglxurhWT9zN2gy8USRQ4SStkMt7Lod5QPmrt6JXL5aK3gFgsPjg4WFxcXF5ZWdbGynWsapWVlZWVq5tcbLe3t/c2f/3uEAgEQqGOY/L5fB1HvIaP+gZGr3XFXw2VStXd3b2xsaEZhb4c2rzAzo5mrfkr2L4YuNbeamtra3l5eXJy8o1akc4gk8mo6zZB7waJRKLbgNfxMzQ3sVi8uLiow/9GUXRyclKlUukw5usgkUjUSVI6hEgk0rnMegVvSw8wjEQimZ2d1eF/y2SyD/S8Gdr00EKBUK3OvVKHFYvFL+jBZbOT87KXa4ufq65r08NcbEyRJP0eVPpfnx4Z72BmZfvyLUWRFPXaHzPMq0+eRjWglILs2KCQ8JCg2Dy+klY3ZLULQVB8gfByYXqgzqyN7TZR7X+QRnt4bihe8R+vPQAtelpSQ4v7NgEgOzZy+lj+M6K8HX59erYGcs38Uy7fduWn5DfMvO7HvbnR2c2v+FZDz3pPjpFDBAA8M32Q2b0F15QrDCf5fMH8wiLQaGtVTkZ8hPFj720+t6E0t6gor3fhCGHN/v2f/sklInX5SMzenkjNyCxrGXvzna+mB0FRIGSe9/98y8SluXOkqqJ085Qz2F6Zk5WWk1c/Nt6Xmpo8vccHgPnBpozM9LbxjZ86b6/AJT0b4y1pGWmZmZX7bO74QEtpadX4Bvt0YyQlI6O0bZIGbLi7V0yCeH91bH5ze32ytqYiLSV1ept7PaZIJKJphqaUXRVF2VmZDX2jS7MTawciICUD/RNzYzWWjh7FednVnQs0xo0I9GmaOgJKVVeSlZacvcFRAcBIe0VmVlZ+daPvo69uPLSrbh67cgVp6OnK8rIIKwWAvGBzv/zBV9MjEK2srjanB7hHF60t9ZkYOO4h1MHSeF1N9u375guba7b3fqiZ3tmfbXd2D1o/OEwJsM9unH8zPRMTEyoEAZpIdnroHl9xcn7uZPake3bWQu/rqtHZZFfjx4GZc4OVjgHJ492V7kHp+4fb/g5WHQucX0APA3AyVWdq6Ty/smj57Y9lvUM2xt9ldszuzndamttNra5Fu9qmVJT72Dhsq2C7OcsrrrQgycE6NH9hotHYwulEcbX2EYnFANCT63vPIuKEdba2sZjo65DdvAXIrq2Vf99QzY+PbGYWF9ytHretsMvj3WLLWytTwlLrJzdnmz19IupL0hz8Yja2t8dm5pPcTB3Dcg5PeFcuaA093dne5qHFAJATZOZXMATXRFIMJ/kiyer8kJeZcdsuBcD3cwsemekN8XDPq6gx+OZW1+Kav/mTdRyWykP+dt82Lzs7xN0qrnjwzfRcVm5F/jZxtTMA4GVt0TM95evnLQXoLQ5Lbp0H7MDPPSTYz0rfPjg7O9vN0qRqaO8X0AMAjbFuHumdAFAWGVre2RPwzJcPsFASYhteDgDr7WnmT12CvJ4d4XDSXxmWVlWcH1bYvweAPjXWG9hBr8QUiUQMwPlS1xMjk9jn4fUjc2WxviVdB0Cd+XhEdfRVescXA0BltF1U5cp8e3ZSVoa1wQ+BSfk5OQkuTi4m+kbVs3x1qNpI57D8nuu7raFne7jEyPYZgiHejx8UDOwBMNdFX55AtLo8E+XyOLP/GBcumD12C/W3sImoAwCbW9+2zKz4PDEc4zH7PZlG1v4nPAGfdcwRvalnoE1PcYDVs8JBAMrpsVHH5ISLsz2LgpYMn4iqMRCvOTmGZCX7O4fk8gQC9umBUIH8MnrGSkLNAnMpQhlkaVPR3efu4birgrPREkNLP4Sma2NcfOPTPa3s5rhId6Krc0RhWWF4ft82ypnR07fYlVztNonEYoahjzfnlk+4ByP5X+s9CvPxSKqaE+33/Hj/aU9/hZlzBMUQUc4WNXPc8drEpOLycKfHhd2rAoHonHWaE2znldIAABKptDzE0Sul6ZX0DAEAqZKUZ8QEBAXGZFZLVDSGXhd9cS6Pv7S8zNsd83fxSkiJ8w3K2j9ciQj0j0uKt7V0XuVhC50FHkEx02sHfXXZYQlJMbHx8wevqLJfSY9ga9zLzbuktjstOWFucyMrM1VIw2RrfuXQGiiOEpNKJBJOeXp0QlJSdGrGsehntx0kEglJ0YSSXxAblZGb8+C7u3Ujszm5GUcyBhiktSA+KDraPyqTI0XmWgu8A4LDfD3zGsdrs70f2niF+HpXDKxfjykSiQCY47l2T79nKTHR9SPrZweLQd4ecXFhAWF5G9vjHk+fRsaER+Y0AsBwWVhYaS/vYCEqIiwpKSmvsZfPOkiL9ouNj08sbePsrwZ4umeX9V199nT2DNEMKBGCJEmxWIZTrxAuFUoEQTEulzc3OwcAwFBauQ00Sry4rCgCIxkAAAJDcfIn2sfX+j0UjpNv3gRDf0G+CQCARCKhaYYQ7hVmJ1RXFIdFxu+JXjoVhJZ4QZOar3KinBJqx/DXqA0vWm4Mib740UvNZwzDAWBjusfW2rxhfEcdHkXRy1ODoSiteUNj+NW25UddvcMMgEKpGTVQDxNcLwiKc7m8hYWFn3VS3gwcx6empn61bilFUUAoZsf6+vsHeIq3IpnPOeFLX1uRikSit+zq7S6NDy/svO2+auGj5rZuiVTK5nDfXLhc/snpaW9v79IFLpXNy08WL7CghcXFxSUtaEuiQ0NDg4ODKpWKfP8QiUQIgmin07zNVm/+pUAgwHH8reMA9bY7+wIfdXYPYBiGIKqfKohYLN7Z2dl8PTZeg9f9fn19ncPhsNls8fsHi8USCAS6jXl+fi4SiXQb8wp+hmJ9eRXoEBRFSaVSnYe9DqlUqvP9F4uv593pGP/OSbw4jv8Ksjz8LyGJvgkMw+C47gdmPtDzZnzU0z8CAOq2HZ97LlHiAEAzzNVC0yh62W1mzs/P1c3m/eWZgYFBvpICAAYRDQ4MrGj6OtTc6MD40rb2JsRFC3J2bGBsbo0CIAgtehjklPWin8RinWFaLVqGUC7PTQwODAwMTytp4B+sDwwMHPKuS7DEwfa28qIaYx9s86QovEyPkM+SqHRAlTY9XPaZEtc9VRrVACeQue7iP336ZceaCIB5ZSaiUqkCAFLOq0zw+oOeI86A4HAu1C+stCD+qVcYT67IDPOIKyjxdHQaXz9uz4kIT8r1czEp6FllUFFVovcfHjgoGQBCVZ0Rn1lWPTq7QgKQF/TIOAcxno++c00GAAYRtWaH/H+3TPha51C80vHdzR+bBwe7uoc5vP2E4OCS0kK7p44LJy8x1J/r+X/+7t+WRQAA7MWW//K//e+5g4egpockAfCFgcqP//Zl95YOHngikYhmGCCVY/Up//OL22uC90YPgaHzI1U3/n6ra1X4k/TUZ4d8/sBNBYAiCoIBAJWFoXFTW625nRcATBSF2rt6mlk85QEQ680GtgFKVNSSF/r5j64EAHuu7r6+RUtP79qRELQqNxnnIDXIVs8pFQAYRNRVFvvZ91Y8AgCoDDeP8qEj9Gjw5s0fG3t7+RgAiSpRGgACLR8UT59vdxV7eecBwMFkY5Cb20Mj61UFYILVuMCARw+NCwd34QU9xMJ44/df3Ord0EGNeknPeFfu51/qr/F1PFgOl/RgOADIHZ+Yti5w30wPAJDnwwaPPC+Pb6016YbFs63xOiOnQABYbY6z9vJ3tbFtXjpiT5R++8BEAgC8UQNjDxpgqMDnpsWz4cFOm8fmnctshqEvK7fdwXwTpyRNUNmSsYHDOQYAzP7KyglfBQy6Mj/ZXZX6o4nTvpQCAPFG+9++fbAtATnneHX1iLvaa2xgPr285GxmNrC2GWj1sLZ/Ps3b6nndLM2A9EXlhrtbmHcs89/93GlVbmxLQ8tFtu5btpc51gDAtzM26VoVXddD1UWhVKq3UR70Pnzso34j3B83+spodF9J7jTrWXsDwFxZsF1spfBgKfF5cpir2QO7EBoAOx54+MgbAIbyve1iGgCgIsLMJ3cYtBIq1ruzTV3T1a9p/oyhgRP/VbWFl/Hdhk0E5CcON/UKBzYvPz+Z7wgIDM9IjvjkT38JzSqLDw/IyMy49/c/PwzIUZCgkEkv6JG7mJr1buqoclPTQx2ZGViuC9895FVc3D0owT6evPW3L9Ma5xGCRLFX0aNQAgCNKxe7Mv/6d8NNjlByumTwyd+SKvpYp0cy4aG7vXX33FK0i3lWyzyOyDms7bSIZ9V9awyuXOrJ/uvfDDbP+YL1LiMju9nlRXdLs9ZlHoDm7sEU4oZ07y9/dGcJ5UBjO+Nln35yZ2KfC0B35BeMbnDER6uDQwvLw9WmNu4nUp73vRsesZWn7DORAj2c6SssulDjqXPTBw+mLyYaxdgbpHRuw4vKjWKfLd778qvMlkXkF8+JuoCGHho/3e796pMbjTPH7xzyKjRJvJhK0lJdEBUVHZ9RfshXYjh+LYkXlckVAICLjguzU+PiEmp7Z4Wnq0nRCcUlRdnZObtCUnK4kJSaVtY2QgMcr4xkZ6X1TO8CAC4+LspOjYtLKG8fB4Dd2e6UtLSemV3QevYIDpfSU5PjEpK6ZnYBE5YXpMfFxRc1DjHAdOTmDq/xUN5mZlJaenLWGlsFKCszKrqwtCQnO3v+gHcyN5CX36VpFRLSzpbW84uhs+m+tvl9AajpoSgAtLe5LCEuPjW3miV/18ab5tmDSxorcuPj4rPK26Q6brpfKNZyJXopRyEqRK64qlgrVahM9nMSCd4OH/o9b8ZHnT2DJMXI5Mo3F7lCJZPpPkODJMlfTdTReRriryHqNLV2iUViNpvzk4XH5yt1DalUyuPxdB72Ong8nkwm021MDoejcUN8b/iop2+YYRj6LaBSqeRy+etsFX8ZJBIJl8vVbcxXgsvlSqVS3cbkcDg6PyFX8DM0N53X3fChcvspfFCsfzn+YynW72MqwQd63oyPevqGAYDCZC0leWkpSX3zuwBAURRJ0S8VkkKQi1F3hN3c3Y8xQGGypsLstJTE0bUTAOBuTyelppW1DgMAJT4uzEhOK6zS5GGj7ObufvUqWYT4JD8juaSxj9CSRAFAzlpvHZoBAFR6UpySlJKUsnau1VZkqImuqrTUpPENFgAcLQ2mpCY3D2vNmKDx6e76zMyM0rYhdfdQcLjYOb6k/lKbnsH+jj2eDhIc1LkGBCKsyclIS06Y3vnZyZE/CY1qcLo7l5VZtjjf98jIeHRfQtPUdfMGteaGCw+jnA3+4RtLAoB3sFBQULsy321iart+dODnaNM9txTjal3aOpTs71jaM10Y/dQ/q51SsGJcjP7ha3MEgJKcRvj4dM2sCiRy0O6W7i/YG3z+iU0cAKxPd1XU9s515T6y8RaTIDg7Eyuwg4kaS5eQpYURW0vX4dEeJzu3mfnpp6YGHat8VCY6Pxfg8vPS4rLDoyNX8/sFA7uC/VnT2/920ytXfZyX3dLOspjf/dd/6diUvfu5E4nEAHC8MV5U0rQ83WhsYrsr1bHspqFHharjcg3v/tCx/mrRWk0PTSCbI2V3DT1lL+xOzowNTVqaSs0c/QFgoTbW3MbG2MxJBADnw3qmjlIK25+ouGvgQQDs9GV9d88sOyc9t3qAYIAkCDU9BCLvKYl87JwCF2Hps8Gb9yyUDKQ7OdUM77Vne/jmDwPAc28bC3MLp6gyAOjP8vIp6N3oLHZ2zaQZAGB2FsdC/P0HNngEImtI97f2K1TvokQiIQgSgBbyNi30jLpXdSCQqSs3zUnAtu7e0VsTvh96UIwCgIZol++sghUkEPibFGvFfo++sedle6s61P5hQD5nocHAIQAAVhpj7ELik4O8ovObugvDvtazkAPgJ336Rh40QG+Wm75PloB/7m9pkNW1AVqS6FpX1hOn5IuoRIjpXee0FgCgKYphmOIw84CyKQB47msRnV3sYWvXMjgUZv29Q0IDw9CauRmMoquxLDQ0amyDCwAT1bHWvvnqcFqVm8zZ1LRz5SX7n18G7WdPrpepcWCOziVrDT0MwEJnkZmh3zkOALQKeZNiTZ0PG5r4q58pc6351mbhCgA47tEzcwGAsRwfh/h6YNCR7u44b2urgAwAYNijhk/8AGCmMtTUNx8ACp+ZBJVOghY9e4P55u5ZAABAtKaGuvsWae9oW4ane1o3AHg/ude0pVCxd7q7W81+/KGgf0v9AxKTqUgAgIqAR07xDQAw35j0NKhc/a0WPbibucXw/s9OA76OS3rGq1PtbOPfxxxMTRIvZ73/8//+L+G5Ve0tTWtHAgwnr9lOYHKFEgAIGacmI+BPH//QMbPJ2Rz4/B//lFha19HaciYQZIR7xRWUeDo69MyfcA/XBgaaY6MTZncEpIxTmxX4p49vNY+voLx1z6d2+aXFri7+yywVTVNqeqSs3Xg/i0++NZvdPlvtyv7Tv3xd2tTe1tkrJfBcL6/ygT35yayLi1tJUaqzVzQHJZenhxoqc+NSK2QovdiU5xNQqhRvhwWG1NZU2tpYjm6LBScbYc7GX9y1m906A41iTQHgMyN1Nz75NCC1UaB612td8+yZrv/49x9nVja1t7Wfi3XMkUaxFnNPRweH+3p729s7t0+FCPpaxZpUCMZGRqYmJ2bWDlRywdzk1Njo8MDAIEdOAyEZHBhYOeQCgOB0a2Bg4EyMAQCp1GwyubQDALj4dGBg4FSMgVbTQM4/HhoZm5wYWzviyvink1NTI0ODAyOTCpI6Wl05Vns5HK8PDAzwEQBg1udHB4an1LeD+PxgZfUQAE62lwYGBnbORAAgYe8Pj45Pjo+uH3JBa7R0bX5yYnJyZGxGgr5rL1V996hE59OTU2MjQwMDwzyZjruGFznWKPEi6xfDrudYf1Csr+PX6Pe0d/UjKCYUSd5cRCKJ+D2cxw+izpvxUUt7j/aCE2+GWCyW6BQCgYDFYuk25ivBYrGEQqFuY56fn+v8hFzBz0jixXGc0DVUKpVQKNR52OsQCoUIgug2Jp/PxzBMtzGv4N9ZEiUuuqXvGxKJROc51m8/geQX44Ni/cvxayvW12dnXeINijWuNTuOJLQopIjXXloUof6v19NDEa96kL88fY5GMZy5+oOXduDy5fumB0dRFMVoXd9LH3X3DgOAXHiYGPosNiIoLKtagjIkSeEE+VLBSZUKAQCGIs+Wezyi0zAGVILDWD/f8CDvjJpeGmCqtcg7OCz4eaYQYc4Xe0ICn7n7+q2y5UCTZ8u9HlGpSgYA4GCuLzQ0JKeqHQegLhRrisBmu4ufZdUBAGd/MsjNK9jbtXpw5bLyIOX8vMSwsBC/nNpBAODuzsdGhiTllIkv6GBwaVlSREh4WGhCpoSA0/nukMBn7r7+q2wZvKCHUUlOQ8OCpg51IomKGIbB2atONuYxSUkJyfnHYl33e9SiztnR5sTCAYDE8Ifvmpf5AAyCEdrlUnPDBAfhzob/7Vs7HEDE2p1Z3KOJM1ND46GZcTtrezaKV0U4h6fkedpZTXOQhboYy4BsXH4e5WL0X7+xwQBUJ3P2lg6T28fqqw7HNPTwd2ftDb78wi4RAA42FzYO+OjJ8I8PzPkkTDQ3Lx8Il9pSbILycExiZ2g8uroa6vy0aXoTYwAAzlYmm1smMRV/bGwGo6hoV5PU8kYfW/NpDjJfG2Xhk0oByDSKNdJaHPXf/vufu3WjWIsAQLrc9sXXDzbeOAf9F+PCtIUBXHaWnxASEJvPQWiSeIU17qUkqjrqN3jkdbk7JGf8h4dWgx3lJk6BALDclGBua/fIxO4YANjDd40sxADk+aCBsScJsFAf/fWPVpnp8a6+CadSnCLJy8ptozfH9IUkCidjBTcMXCmAmtjY3oXT+mQH/+JxAIj1s3kWGXlf71FmRpqjS/D6qXizvy4uvu5iO7ntE72y2marJyZHAMAavPfISgiglF1Wbgo3M7NOHSXxMgxDiQ7jwgOeh7h7J5bJdK2JaughaSAQ6frCeKCbe98q78Kv+6WivJBEJdudei8Ua3mA/t2A4hH5WoO+vT8ALNVF2kfndpelu/vHpTyzv2HkgAKo9rv1jDwYgJ5MV4uYegBI9zIOKZsCLUl0qT39UrGmZQePvriR1bt2uaPFYeYBJRMAkBBo5+jsYOabCABdqS5WYeXax9MU5XbHNoqkmfasCDf/uJRAu++MHVUACuklPSLHJyY6V6wBlNb3bzcs6yCsNjT0nOwurx8pASi7e1/kDb7CduIyiRcA0MPeewYeGACFyvKD3IKeNwAAcKcMn9gqAJpjHLzSOwBAyDrMDHYOTG0EAOy4/56+OwBsdqbpWUUAQLyzYWLrGmjRs9GdYeyQAgCI+DjcxiK7Zg4AABgBiyVREuPVUfYRFQCUq4lJRX3ZIyNHDKAx1tEjowOTi9kcMQA1WplibRVxKUIIWQcZQU7P0psAtFPglU+NH/XqqHKjaRqRyzASgOHbGOr1bOu4itMo1ufrg66unjEhXgGJhSKUuW47calYY4KDlHC37249LO6YZK333f7sZlxWdmpK6jZPOVid4R0a6RMcs8dRHC4NZmbGJWZXc2UULjxMjXD/7nv9nMYhwEQFCcGhURERSSV8FU2Smn4Pf38+0M3yhwfmnTPbKx05N24aZubmpGYX8TEs09m5qGebUbITwvwiw/3j81oYoNoK47zDo4IiU08kxEpTtptnAYDQ7sbXXtHJmempI8tHJxuTmZmxSdnVXBkFWqOl7bWZ93+47Raedy7TQRIvALCWB4J8w2KeeadUduk8lUkjiWIEJRbyjk5YCAEY+grbiUtJlCExoUiCIkqxVEkzDI4iQgGfx+Oph1tFAgFKAwBgKjmPp7nTLzcRSTS5A0KB5ivsomlAYiqRRI6o5DIlyjA0gigFfB5PICQZhiYvnNAYXCAQXe66SCBQt5NoiiRJCoAhcEwqEvB4PAWC44jicgfgRcuNlopFKgSRiCUE9a6t4MvKTSYW8IU6uB2v48J2QoUiKIFihApBFUpUobpaVAimHlDQLT50S9+Mj1rae2QyOYfL/8kiEArfJpn0ZwHDMLFYrPOw1yEWi9UrLOkQQqGQJEndxryCj9q7+hGVSiGX/0RRKCQSic6NgPl8PovF0nnY61DbTug25tnZmVDn7ssv42co1jqvHOBD5fZT+CCJ/nJ8oEdn+G3Toxm3YAgBX0CBxrhXGzRNo+gLxVouk6oFZf7x3uLSskr9hkaXlxaPBZoG3t760tYR96VNLpqye+tLq9uHV20ngJZezPA62VpdWt68cujsvc3FpVX1NSLnnS0uLglVV6ya0eWlxROBEgBOdzcWFhYWl1f3TjkkA9IXqgFgKjnyU8Zxb4NLejgHWwuLKyrdz5u/TEPEaQDI9n7wx29tBAxQxGvTECmVqLMw8nNTT5wB0fHiMw+/jKQQ99BkKYaXJgSGJKe7u3otH/JHqlKeRcS7OZrXTe4zmKyrKOpzE3clA0ATXaVZcRk5bf2T2jnWSuF5ToTDfd8MANiZa/P3DE4KcQlOr8YuKDrZGPL3CEx77uWfUMwXcuIDfNPTkx09fDe5F14ljKIwLiA0Od3DzXtqiz/V01xcUlKWG/3ZzcdHCkAVMoIkAcjt2c6bt+/2butkZrYYAM53J0ICwoozwu0C4vmojm8mDT0AMNtaaGtocM/Mh028iR5Ccl4Y6/7xPRcEQCkTSVU0AGJpaNTS3WRh6wYAwzmBzj6BVhZ2ZwDSuSqjp6EqFb803vPjO844gGCl3cDAqndihiXBQUuxFp9tRrg9uuuYCgBCPg8HAOXKnduPBBRTEhxcM7gtEfGVBACwHt55MHMmFUtUABBo9aBo6mxvoDoipkHBnTQ0cQSA/lQPx9ga9UFNlEfaBRcSal8DkgLAxrqL//7Xb3Q1cZ5hGKlYoMQBsIMnRiargvczoLDSX2L2NHh1ps/M3PkQod9ADwDQrBFDLduJk9HCbx57Lg/XGDsFAsBKc5yVm6edhfXQiVS5Wn9Tz0QMAIJxQ2MPCmC0OODGY6+Wpior06ejO0KGfmE7sT9UYOqYdLln/Xm+P9hFAcDS4ODaoab/v9wU+9UjD/W8a/R07Ktv76wIaNHB6vDYxvlMuZ69PwAs1oWbBGYCAC3Zuf/9zfETFbz07CE8LCx0azshO1mI8nFJLH0Poo6ans6CyKfeIVE+tv/8r59WTO3SFPWGJF75Xrf+Iy8EcuGsAAAgAElEQVT1U0LFXXvyxb2GeQ6+1ahv4wsA85Wh9rHlRwuDQYFRoS6mdyz9SADksFff2BMA+nM87eKaAaA87KrtxGpnpomzZpE71kLHnS+MJ09emmwsPhjX+/uD7nUuAADK87pzP6Z6/PJb3nSZno0PAMxVhJgH5QJAa5KzacD1HGupk4lp95oI3hnaTQOG4Dkb6ffu6jgp7GJAgQEAYM003X5gdYwBib/WdoIh8f3x0s9vmJ3KlArujt33NxNKB5QKKSLctre0nD04TvO0iK+aAKCkotPMCL+8phkg8YPJ8s+/MT2XKlhz9fpGTvsnxz6Wj6qmzgCYS82ttzjkplGgTIWx1vsffH6rdmhDKZeTDDXZ2rp0KJafLzz+6rv8llmVQq6SskNN9dwjKyQqhQojWeszbR0ztPTwqYXF/MFJqqdlUsMiylu6+fWN8VPNHX+puckke4Y3vy8d3NWB5iYWA9Dbs12tw2vsvREDfYMFjg5St7XxYmk/jKSEB0vZeRU8hELR68uvYTK5RrFOjwvz9PQtaZvg7s/4OntnZGcmJiZt8fHz5YGQyOjU0maEgIOFvsTE6JqeeRoAFx6kx4d7evrmNgwCMLM9lZEx0dXdc9otN/7ebFTYMy+fZ+3TW7sTze7ewVmZaYkZBXwMr33+vHOBJdgc8HD3z8pKT0zP3dxejXF3T87OTkpMnNrl7I40P4+rBYDD2Z6QyOi00maUgr2JxoSyjsvjvFSs26pzfLy8whIKz3ShWDMMIz1biY4Iiw0P7Jzbf8eA16FRrBVKRKFQKVESAFRK1Yck3rfBr9Hv0biCKFQXBdF6/aIolKhMrnvbCYIgftNeou89z62prUss/mnbCRabw+PzEQRBdQq5XM7n83Ub85Xg8/kKhUK3MXk8nkql0m3MK/iou3eIoiiSJH6qkEqlUiqVynQKkUjE4XB0G/OV4HA4YrFYtzFZLJbOT8gVvPXiZO9Hsf4wQ+HN+CCJ/nL8x1KsP9hOXMGvQU9P3wgAMJisp7myrKysrKxmn6MAAIqitQtJUQhyKT7KJmbncQYYCh1urikpKlw9FgGAnLVVWFzSNrYMAIAKG8uLypt7L+44+cTsvDqpEzBRfUVRfdfYFdsJUnY2sbgBACQqaC0rKi4sO5G8aGtRhKynrqKsuGjlRAwAgoOFotLS1tGVF4fCUBuTfcUlxX0zmtXL9heHS8vKtllSeJmelaXpM7Eup/4CgGBvvndoTufNuAtfg6Opm1/eqJ/a2VpZYwkVGH7Vc+KF7YT4JMnH9D9/Z00wwNufTU7IGeqtMrNx2eewwzzsK3sGgh1tGofmCyI8Mqo7EwMso8qGKCUnxdfsP31rqWKAUfBTQoPqBsYPTtkMAHFx9wiPVt1NbnxmFw8Aa5NtGdlVPZVxFq5hUhIQuQLFyb2Vwaz82qWhcj1z983tBfsn5mOLCwFWZtkdyySOKhQIrjjPSkjsHRxwsTLuXOPtDtdHxGev7e5IVQS8mPqL9dem/Ld/+mOHbr1ElZwnn/7uL/oBOr+VLrxE2Wsm+nejU3O6ZrZp5urCcS8NKKCyqbasWwYecgBSs1SN0MTwcVNTuZmDHwDMVUVb2tk/NncSAcBxv76Fm5xQzndm39J3JwAOhwtv/WhWXF7SNLAMWvQgMn5dRoCxcyoAaNYJEUzdumMqpyHVwSGvbYWkaCCRjclW72fx+0fLTwwMhha2ypPCGxdON9vzHJ0zqIsLOcblcWbTcKyHiWd4Zk5u+YkIBy0v0eP9KeM7+j3rutHcGIYBkJckRieGhz/1T3pv9GA4n885WB7R//F+0zyLeb0rCAAgR/0PjV8o1j1p3ndck09nGwwdAwBgpem5bWBkuIdzRuPITH3CNw/MZAD0+eBDYw8aoD/b455L4t7umpuJUcnw3qXmBgAbvTkmWjnWyc4G5lEVAKCQSJQoAQCS48X05yGJBU1yhSgl0NHe0eaT7/QXzuQkopRINIoGe67hs1tPjk53H+v90Di3O14V98QxXE6D/MVwnNLFzKxDF9m26pZbzXN7I7eE4fqMO4b2JxIdr0V0MRx3MRXnub1hTP0CXFvaT1uxJk6HDE381A+V3bF6k/tuZwjAQYeehTsATBX628fV0Ep+fXlVtLvFY48EAKDPRwyf+ALARGmgZXA5AJSFmvoXjIGWYr0zkHdhOwGjpYmW1rFKrR29aJhQ9vr3YuOeGTpFAUBD1GOToOLL3yjZq453TTpWRQBCU70HywoA+ezdh6YcClTyS3pQN3OLoV3t2L8Q6rtnYaCuqLQ83tf6469+nD3UfY71EACcb8zkZZZ0NeSbWjstsxCKJF6XxEsqBB3F4X/8+M7w2iF/Z+zr3/8xsbxlcmyEK2RH+zjl1jf7OVjXj+yIOYcLC8MJUVEDC6eUUtBZGvHHf7s9sLSjOJmxM7eub212tnOeOJAxjMZ2QsE/yQq1/eQ7q/Uj7mZ/0V/+5xeVHUPjE9MKkigLDW2ZOt6aro9KLWsvf27tHbW+PGZubFTf2xvs4lA6sL7TXx0RXQcgtv/yY9ugzKmpia0Tdk1ykFtMbnFyaGByNaXOsVb7Gix0ffvJp+H5PbryNVC/5k9XGzuEvWPA69DYTsgEZ83VZWVllesnYoqkrsjV2rYThJTd2tTQ1NTYN7UuE560Nza3tTbX1dWfSGhadlZTUzu4sAsA7N35urratRMxABAyzSZdo0sAIDldq6mtXT0Rg1bDWnK+Xd/Q2NTUOL11Kjhab2ppbW1qrG/pkhLk0kD/2pGEoaQdTbW1NbWnEgIAREdLNXV1/fN7AMDdWRwYWgVAhlqa2jva6uvq5nbYADDYXlvXNapu/F00DfCpoc6mpqaGll6+8t1dQV7QoxKeLa7u6P7Zo1GsEU0DmMAJheKDYv1W+DX6PR3dAxhOiCWyNxeJVC55D+rLB1Hnzfioua1bIhZzebyfKFwen8+X6hoikYjNZus87HWw2WyRSKTbmGrDDN3GvIKPet86iRfDMJ0L5gqF4jc9oKDzEZYr+Pe3nZB+GI57PT4o1r8cHxRrnUH8G6Wnu09jVsnfmYuJCM4oa5YRDE1RBPFSwQmN7QQAIzuei80pxRhApayMiNDI0ICK7hkAWB9pDAiLiM2qUJIg3puJCQsJiIg5lGIAIDuZj80uUTEAALydmeiI0OzKl2wngGH25tqTKzoAQHS+HOMfEBbg171wdLmjKHstwNMlNjExIbWIKxfXZ8ZHRoZlVLRe8TSUHY55uQeyEXyovjg+Pj41JdbBL4aDgEqhWV6JIaTZ2amLpzrIm7ikh1acJWWkH11bkv7doRF15OfrbrYO3Uv7KEGTpDoH8WXF+oXtxH7IU73ffWNNAAhO1nv6Z8SCDROjJ5MrC042NptcQX6gfWJB9TMn675tTn9B4NOIUkJ+Fu6g/7uvLFEAjLPubu8yvnWkPquXdw9vd8b6wd/+ZpsAADvL42Nzu7z1tgdGtgIS1sfGt89lkqXGz7813JfKAUApOu7sGBCKBa6mD2rmWOKTrfGJdQAAlBdte/f/+scvF4UMjiIqBNvqy/vuoYsQB6VMqradaCkM/91/+UOXrmZmMwzgotJYp//jn75YE763pf3mmxO/uvUoOTXOOzSTLcUIgnqtJMowws0OfS1JFGTLPz40724tM3UKBIClhnhzGxtj06ccAOCO/vjIWsIw8r0ufSMPAmClJf6bexZpqbGB0QVChKYuZmYzDL3Qlq4tiQqXa7998BQHKAwIqB07YeR7Pq6OEc/cY8u7L56BEnO9Hzp25Xt9Fc+CShhcVp4U3trZH+DquqzpkGAej25l9+2CVuVGUQInHfsaMJRq21TffInz3taO68zweOibA0DFuxoF5g8CvGJM4VKxlu50adlOkHFWDx1S2iUrDQ+fBgDAcn2UfWRGdXq0T0RmQbTbNwa2KgDkoEdjO5HhahJeCUDFORtG18yBliS63JHxwiiZ4NvevBFdP3VldxnVyaM7t3v2lADQFOl62y7ictrGVk/251/rl1YU3Pj009TOFQDY68v+3thNLXVoNQ3EuredwPZM3is9840J9y3CACDD+7F/wTC8UbEmz4b0HvlQAAyJNaWGegUUAQCwRvSfPKUBepJcXZNbAOB4ey0t0MH9eQUA0KwRPWNvAFhpjjN0SACANE/j6LpF0KJntz/XxCUDAEhEmOHtFJczqP4cUSpxkiI07UapveGDoTN0ua3AzjpK/QAhMFSlwlC5YH11ZWao4fbX31TMngPIXQxvqm8deIkezNnEdGhPNyb9F00DlulDyx3dpwFeKNak9Dw20C0kJsbLP3abrSSI1yrWuOg4M8rts8/vVPTOstZ6v/qXz2Jz8vNycvb4ssacaL/oOHevgKUD0fHqWHFxemxS/iEPxUXHWdHun31+u7B9jFacxwd5RMXH+oemnEhIitJ46ggOl4JcTb/8/knfwt5yW8ZfP7mdXVScW1QpxLB0R4eywQPh1lBIYGxCkHd0URum2Nf/8599E7IK83LnD3jLzXmOzhkXR8T3dnDcQeFgpPCetd+lSniZxNvTlPv9l1+6RRbqcO24hpLnX372dWhOi+R9rB3HMIDgNKaULC+v8mQ4SRBqDfSqYi1TAACNKfb3D9nss2OWgCBQHpu1v7uzvb0tQwGA2d/d4ctxAFCIOdvbOwgNWpucH57xAABoZHdnR6WuFS7m92AK0f7hCev8hCWUEaiSzT7f3dne3j3AKFohEikQEhj8eH9nZ+8UAIDBBRz20f7u9va2UI4QqFIkurh0GVqpVNIAKplYqjVkcDlayjo5PGexDg+PVbpbefH48IDFZh0cnel8WeYL2wklokIJgqRRVO2SjF4pKgT7oFhfwa/R72nt6FUolDy+4CeLUKSD8fkr+EDPm/FRW2ef2lLizZBKJSKRSOcuCx9sJ96Mn2c7cW3C9rtCbdqi87DXoTZt0W1MoVBIUZRuY17BB0n0l0P0H0oS/UDPFfx69BCI/Pjw8PDwkMXlIcQrer/My4o1TWqapYiEf3R8ejHowZweH4kRTXOWf37MEauubwIAfNbxCYtHa6UhqkFenEEJ9/z49MpSbIxMxDs6PDw8PsdJBlNJz44PDw8PpcqXdPTT4yPJxQ4I2SdnfI229hI9DHWRQPlOeIkemqR0bpN8qRrwj9ayUtOycvLcLfRcEpoBAMOJl8rl4mSYfKo5+0fHZxgDkvO1IDevuEjfZ0lFCEU358b4Rj339Ane4yqWOooCnoU7O9n2rLGAUE215NxzCFQyAMBMtpSFx8ZVtg5o51ijcmFd1jOzsHwAOFzu9nHxifRzTCjruqRUtj388IF+ZlFRbmGtQMT2szYISsrLz81d3L+cAo/WZ0f7RcV6+Qbv8ZDt4SoPv2Bfb8/WiZdWnD/bnnxsajKoiynUoot+z8Fc+31T6y3he1OsMc0No3A1MyofPXjD2nG46CTlme0ffnBCAWRC9jlPAaCwMDTqGOi0tHYmALpTfDyDo+wtbfZoYA3nP3J5jio5GcF2f7jlgANItvqfPLIZWdqQkwBathPCoxUf63vfO6QAAPvsSKwCkC3evfOIT0JDUlLnHEux1fHlt3pz+0cAACTL6Luvioc21SMcW4ONqZmdiHDO+Ik9CdCR6BGUUhDgYTvKAvlshYGlHw4gl2pUg76GtD/94e89usqxZhjApY35wf/jLz+sC96bYo1iBAAMFwXdsQ7DAfA3rh13xXZCuNJww8hppq/qkcZ2It7SycXc1HpRSsN+5y39S9sJTxJgsjz4awOn8tJca2uvxVPZ5epXALA/VKhtOzFXF/Wd2TMAGK6pnd4WACGsKyvIifU194nno+RwR3VRfuoja+epfdHJ4khD8/T5fJW+nT8ALDXF2zg6Wj11WJMDHPToWTwVvGSUrHvbCQCOtZHlIvu9SaIYyYDy7PHtGzWzbIBXuCRrS6LSnS49Yy91pU4pjq2//iGnbwfdaNC39QOAhepw++clKwONXt7hEe7mt0w9CQDVQY+ekScD0JflbhvfDADFQSZ++SNwRbF2TlG/luyP3/30bvvaK1YCddb/oWFdc+2XBFh65/SqX3MmSvRsfQFgvi7WztXNRk3PfreeuYPoJXrETk9MunS38iKARrFe5r63yg0A2tI8bluHEwAY9gpuXhglMzR3uf7GbTshSaHiU//HBs/z+wCAEKyam1rui6SFAVZhRYMAoJSwssO9ksqHgKF5q403frCVEuTRWOn9R14imTTIxqhg6OAyBZ6hqcna5/fMIkmKFh7OWv1wv6pvEwAYoNcnJ/c5MgX//JQlkZ3PmTwyndjjHeydYogkwNawaHhbfLw5Nb1NCjctTC0PRNKCQLvkys6EIIeaGfZ6c4q5WyytdoEnCACGJNim936sn2G9+4P8gh6GkK3++K3e1DHyPub3DAEApeRHBHm3zZ8zNKVUXXVJfskomb+fFOFrZmFX0DLG3h61NrRIzEiNi43b5GFbo40+wWGRacUiJbU/1xMfF15QN4hQgAv2kyL9zCzsMmv7AfDe6sygsNCc6n6EerFADG93JsjX1dLGpXVyc2OgwtTSOS0tJS41l4dhRQEB9eMnsqOpYL/QcP9nrTP7BMJPDfOJjQ7JqOwgAFbbiwKelQDASn+Nb3BYVFqxDAfJ/nToswC/sOfr5xfTrygKAGmuSLextPSNyjmV6kqxFpVlR1uaW4Wm14h03fV4YTuBU6DWql9ZPiTxXsev0e/p6h2iARRKRKF6hX21Fj3vxSj5N53nJvoVlldqbuuWSCRsDvcnCpvLFwhwXUOpVAqFQp2HvQ6hUKhSqXQbU704mW5jXsFHXT2DBIFjbwG5XK7zleyEQiGbzdZtzFeCzWb/Npf2+2A78UvxwXZCZ5D8RpsGP4ee33AS72+VHrXtBAAIT9aaW1oW9rgAQNM0TTPahaJoFL2wnQBie3ePYACAWhnrb2luPhYhAEBIzpubmyfWDgEAGGSos7lrdF57k4t1+NDBzuaesXnyZdsJwCVb+ycAALRyoqu1paWdq3jp4E83p5ubm08ulg3nnO2zRFdn8Ao5Ryc8KQDwTzY6O9pbWlrGF7bhpfV74PRoly/XwaX2gh5a3tPaPDi9+r4mzrPW+q1NbVt7OmweWbbOn9H0ayVRQsrKC3/6+zt2BAP8g9mokNjG6kxrZ/9zsTghwDmzut7Xwb5vbrs2OTA2uyLUwzSteZZWCQoiHP/xto2KAUClhfFRRY3tC+u72m6IkvPtoKc/fumYCABr062JqUVdJTGPnMNkFAAAA8BdH3jq5FFfW2Dv+IyHE6sTTZ/+258Kxk7Uh6Fu327M9tz8/F9jmlcBoDDA/Ilf+sz01OL6IcClEy8+0ZH/z3/6pFN3TrykQpgTE1He0ruyffi+XEGOpmpv3jM/4klSn3lWjR++QbEmlcKusuff6LkrAS6qO4W50aPGlirzpz4AMF0aYePoYmLhKACAnY6HVt4KTNpfFffNAzcC4Gyy4u4D89rmpvGVE9Cq3BSC0/wYl4fOqQCAICgwzOl8u71riJSGdGfnmpH9viI/z8w+APAzf1AzxzvcmH9y+3bZ8DEAzNVlurhlMQAnO8v2BneSG1cAoDLKwdg1qrlvXN0ekFzMzN5Y7P7x27s9Gzp4qqt9rNe6s+4Z2DU0N85uv0IhfEdcKNaCgwCHx09MHn5l6HQkIUnq9TnWAPjpoIGWYj1TEfGdbcTeZL2ho1qxjrXxDfZxsC8fWdvty7nxwEQKAJxhA2MPGmAwz+sH24i52dGnj580zJwA88J2Yrs/z8RJo1iz1ofD/Tyza/spAPbhoVCGlkZaBpRNAUCkm2F67wkAhDlZF/XtAYBCyDm6sJtP9XdMrJkDAJWUv7aymBhg5xhTyrxUuaFu5ua6UazFYgCoi7XTc0+ZnR2wNDbtWddBWG1o6OnO9nzilwfABFt+45PdB29M4kWP+g2e+KofRKzVPuNvLZa4FL3XqmflBQCzJc/sYquUnL3s1OxwV7OHjpEMAHE6aPDYBwBGCv1sImsBoCLczCfvJcV6szfHzC0DAC5q8HOj776b5Wve1cQ5+OQOAcAza72iCS4AhDhaVYyeXTmeFD+HtObVy7fK5Wa9J27oS0v7KV3NzPu3dTGBRCwGgMZER/e0PgBI9TSIql1697Da0Eiiix3Ztx9ajs/PeFub53evMcz1MQWNJEoh0vGGhD9/+mDhkC06nL3zrx8nVnRvb6yJhCf+zrZ1g6OhjhZFXSsqKf9gfyklMrR5dJdGpRNNSX/+5P7c/pl4Z9Dksc3A2KirlXXvhpBhNDbjiIRbHu/yt9tOByzxdHd5Xk3fUE3CE4dAAcbUJyd3zZ2xltqsnAJGh9utzBx3pNTZ4Ybxd1/6p3XIcHpvtCU1vQUAuCd7dnrfPg2vFKuQifbmyfnFlADbsLwO5oXtBHm4O/7D3/6eUD2heOeUTpFIxACw51sfmTgOjw3ZW9hPHulY99LYTpAUNd9fn5aZ2TC4TFC0Cnmt7QQuPi0vzs/JyW0aXBCztwszcysrywsLi/ZFFMLezM7JbRiYA4DT9fHCgtzxtTMAICSnFcX5OTm5td1TAHC2PpaTlzu2dgpazx7R8Wp+Xl5OTm7f/AEqPi7IycnNzj8QkgDQX1E5vsYGgOWRlrzc7MUjMQBM9Tfn5uTkFVSdyUnWymh1zQgALI935ebm5OaVHfBVG+OteQWF1S2DL9tOYIPtNTk5OfmljRyFzmwnduf7cvNy53Z57xjwOi4V64t8ZIZRflCs3w6/Rr+ns2eQICmpTPHmIpMrpTLdLy74QdR5Mz5qbusWi8UcDvcnC5/Pl+saYrGYy+XqPOx1cLlciUSi25hsNlsmk+k25hVcijrMTxSGQRFEqVSqdAqpVKp2g37f4PF4MplMtzE5HI5CodBtzCv4GZrbB8X6Cj4o1jrDb7Vp8LY2479x24nfKj1q2wlgyMnOqpiYiIahJQAgSYq4VhBEYy5MifeL61owBgiVsDw1If55ZOf0FgCcLA1ExsZlV3WQAChnKz0+JiY1V72cGi3ZL65rUScaKdlbKQkx+bVdL9lOAPD3psrbRwBAIdzLjo1JjIkeXNUSBUisty4/PjaqZ3YPAHAZuygjPjW/UnJ5S1PoQG1hbHxcYYN6Zj0x3laRlJq6ciyCl+ghmxqrNtg6M6vk7c6lpqSkpmXERYa2TO6+e1htaESdpfZcU/vgjY05EwODvi0hQ9OvM0rGBAdhDvr/8LUVAcA7Wqqu7TrYnTB5bLG4s+VpbzOxvZfsaZNT0xHjaVc/uVGb7OaRVE/KzyMdH/7fX1mgAKRwP9DNY2BlR4HioHX38PfmbPT+9olNPABsLAz0jK/zlxu/u2/JJ+F0a4sjVu0Ml1q4R+/tLFoaW26cnaUH+dQML0oVKgCQcU+3tk9xBbumrGrnYN/XxqBq8nC2MTs0uYwjlqhVZMnl+j3FEf/Pf/7nTl3ZTtA0gSjYbLaAc2j74GZq+/q7h9XGR929wwBQGWb7NKkdAPKDzAMKR+D1vgYMRRzP1d038nzxQCf3DQxM25pLTZ0CAGCxLs7c2sbYzFEAAJzRByb2UppkLzXcN/QgADa7Ur+9Z5aRnhif06QkgbzIc6NwdLQm/omTJksUFR7X5iZEpFUSAJmubnWj+62Zbn4FIwAQ5WEZnZpmqGeUkp4ellAkUhILjTnunjmXtYy/rWFR+0jw04ceoclhQZETm1x4cfcwCvmRreEjHWeJAhwM5t8x9VbpekRBc/cczraZPbKqa+uwuvtpcNkEvNF2Qrbbrf/CdgLyPc1MIir5Sw0PHQIAYKUx2j4sOTcqMDilvD7d/2t9KwUAetSrb+TBAPRmuhoFFqpUklBbg+SWFdCSRFc6My9tJ8Qnq9UFqTHJ+eKL50VRmHlA6SQAJATZOTo5GLmEIyplUbCNZ0qL9vEs1Sd/ru8qEh0a6d8dPVOej5c8MHETUdpJvBInE1Md206AytXo+7yB97D6lZoeCkBwujvSW6d/+17bMhdeIYm+UKyp82GDJ340AAAzXJni4JBEA8Bpv56pEwAMZXg6JjQCMEuT40l+tvYheQAAnFGDx74AMF8b+dg9CwBy/R+HVsyAFj17g/nm7tkAIBSoxSvOj19+PsPTtIa7cnxdk9sBwN/aJDkr0cQqAACGcjxtoqovD+ZkoctG32VbCgBSywf3xjkA/LG7htYCClQv6MHdzC2G9y9Hfn85LunZ6c68aeyuYwtrALhUrFG5cKCjMTM1Nr24EyUYFH1tEi8hOStO8PrLX281jC6z1/v+/o9/jisor6msPBKIi+IDw1Iz3Z1dR9fY5ztzzc1lz2PTVo+khOS8JMn7L3/9vqp/lhDtPXNzSMnO9PAO3+JhNK2xnRCfrkd6mn767ZOhpaP5nmKvkKS0ECe/5CqCgVQn5+LeXYS96uXumpUe4xWcJldJ04PcwtOzvT39pw8lq8257t5FAEKzv/7paWhafW315MbJaH3OU7+w6FD/jJoh5sVoKTbSXXbj08+84iq5OpFEGQZQob3xrfxB3d86cKlYq+SS2YnhkZk1jAEURRXK1yrWlEo8Pz+/vrayunuKqqRba2sLczNTU9MCJQMMMjM9vceWAoCYfTA1NS1Q0QBAIZpNljaPAIBRCaanp/lKGrRsJ5Qi1tz80trq0vapAIBcmZ+enl1Wn7/zvX2OSAkAct7h9PSMZkU+SjkzPX0sUAKAXMA+OOQCEIebG8uL81NTU/ssMQDsrc3Orh+oj/NitJTcWV9aXVubX1yVYToYUKBpGgjF7tHpe2pfXyjWKoykgaYZpepDjvXb4tfo97R19qkQVCAU/2R5HxrGbzrH+tfwEm3t6JXJZG9jgaC2WBDrFGrbCd3GfCXUthO6jXl+fq7zE3IFP8N2AsdxUtdAEEQkEuk87HWIRCIURXUbUyAQEH2VUcsAAAaXSURBVASh25hX8EES/eX4DySJfqDnOv5d6NE86xQyKa712GOuKdaaL0lMIn2RlCSXvnCcQxVS5OUTchkPU0olMgXzenpIlVwie41qeRFFKpG87tyoH9i4Uia72INr9Ojgka5FDyMRv5eLTKMa4CQpOl1xcnMZ2ZUAMAM12e4Bod7PIjfPpTRNYziJ4aRKpQIAmkS3xuqsAp5jDMi5OxGeXpEhXnGFjSTAYHWGV0iEX2g8W0bsjzcGBgS5uLtOH4qAwrfH6638Y5QMAMD6cEtIeHjBy4o1gSoGalNcE8sB4GxnJMjb/3mgW1JVP3l5GmmSuzVq4+57JGcAsKaC+MDwiGfR6SzJS/f0yVTl7VtGxzhsjdQGPAvy9w1oHFjTSkOkxewtNw/XsX3dSKIMwyi4+6mR/s/jIkLiirlKHY/4aeghMUVrccT/+/uPu7cQRrxqZGx2hENrnKtjdCUAYNq2E8LDaI8nv7/5FAMQcw83dtkAAnMDo97xQRtrBwlA03O3wOepLjZWKzJmuz3Z1DsFk7PiPE1+/60dDqA4mLA0tZvYPNAYJV90S/n7806Pv/3GPhkAjvc32DIA4fT3d57wSOgtKRleOgVUWJbg9p/++MMRBsh+r6G5GwWQ7Wka37JwvjJaWtYPABhvI8D8/r98pnegkrnp36xew5mNFj2zAAJAfqFYd5TH/o/f///tnelTE2ccx/2nOp2+6JtOp9MWkCMcpjFyOCBITQyJIrEgAUTuQ64A9ahTHBGM3BiOaUV0EGwVhivIUaFYSDYLZLPPbrLsfvsiB8F2amdcZvqi39l3O/ub2Xlmr89vn8/ziXVBluGhATy/XxyWfA2AQRlnmZaBtIYm4DXwANj9Vp04MEfY6c7olPMMMGMpS9CXCwELRRCJetd/OqG6ELyYyerwVwlnxgbb1D7txMPK5IxM9akzNhHYGDmekEQD2Hrs005Mthd+rkhvNdec1RYs2YkYcIkCsI1+nxhAonbbs8JsXVPnzwC6Gxqtk2sAIK0mJ6Su8Fh9VKPUlwMYMht0DT1vpkaazH2887dS48XxqZffac4t8nhytzg8IfFsRvqd0Vc4dHPjslJk+onX6ZQkuNdfJp0I1xvOa0yN8s/MDlhBJIhv05QnB+cJO90ZnaxlgGlLqW94fKaDIBLdWRw4ECXvO3Th4dc6ptyzD3xSjl/vF2WU3Biz3NRlF5dlp36p0vCAe/lRrJ9Y61LLLABack7m3h5HCBJ92VcfJNb7rNP2y5D+nH7ZFfKQYGZVsadXeaw9qlXqywBYzYaM0nbfzoWhlrBIdX1D+acffVzdMVCTf8ky+qTGmJKSU8aIcB0gUadsomTaCWCyqzG3tHW4u+14VOTI7NaHlw2Nf3gILwF/JEbH9824sDOr+ibRxuxbSjSa0nsAuFDtBOBa6o9QaFnAyziqzqcVXu8DIG2/UKlTHYLYXphuNFsBuKiNJpOusKUfALM8GBGj8QJLI82KpDyvKBZnnqgfXECoFaS3Nj69EsDi9MSbHRHUVFRY5CwtbthsbykGAMhcbIT6NQG3NqpM1nKi2JB1qsIy5XZsLi39LonC3o5z0/Y0PlIxPDERH/7Z421gY+jr6CT7oaX9dtPiE/pn5FgYk6YBtBWplbk/AjCdjqjunf/wsqHxE2sPu9N5uzI2KlqT37TOiE+7bmov5l7ILVnY3PNJk0O1E1WmrKgY1Y2e8c250bgvYsrr6yorKua3yUTvLUOe6XJx7YaTW34xVF11te5WF03gcSxXF+ijYlQNHSMQXO3ma7kF+RXNnbs8BOFAO2HUpSmUqZax+eWpPm3W5Sv6zDvDMwDqNNrb1kVIOz/UmxRRcQXmBxw81rY6Y77JVNFKe/DqYbNO3+w/Ie92yRXTCof5kTaDwXgpJ2/g2WuEaCe679YpFbFZBWZZtBOSJDFbK2VGzdWS/KLr92heZsbjR6JuN+twOF1uQlH0LsPtixLloPaI4A2IKIJIVBIFlvA+7w4AQGLdDMMwgggAHOtvGApenmH8z6rgISzxv5qzwbkogRdrUfAQXoAoEI8AQPCwLPcOIhNZlgASIX43CmHf02HZ5wkJLPgZ7JZyhIgAz5EP16+Ffve4maNo9xyIkjmW8CzxsIQPdBA8LOEPiZKPQDvx/2fpP+dYd591b8+1tW1/7+agqH25QwihjqDsX0NRFMdx8ta02+1er1femu/kWE//EMu6/40CgaZp2QGt0+mUHST/bXyW5P9+zXfyJyMsNKf6Fd52AAAAAElFTkSuQmCCAA==) 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)
My questions: howcould this happen? Did the subjects really end up in the wrong conditions andwhy is that so? Or are the answers to the items simply saved under the wrongvariable name? I know, it is acomplex problem, but I am at a loss here and would be grateful for your help! Thanx, M.
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Dave
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Group: Administrators
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+xHello supreme beings, in our work group, weencountered a rather peculiar problem. I’ll try my best to explain the complexsituation. We programmed aseveral experiments that were combined in a batch file. Part of this batch weredifferent kinds of surveys that should be shown in different conditions. Seethe batch file in the following: <batch> /subjects = (1 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming AGE_RB.iqx" /file = "161205Exp5_ EC_OWposYMneg_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OWYM_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OWYM_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> …In a similar way the part above repeats forsubjects 2, 3, & 4. Only, the priming condition and the EC conditionchange. What stays the same is the before last file: "161209 Exp5_ Fragebögen_OWYM_RB.iqx". In the next 4 conditions (5, 6, 7, & 8),this file is changed into: "161209 Exp5_ Fragebögen_OMYW_RB.iqx", see below: <batch> /subjects = (8 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming GENDER_ RB.iqx" /file = "161205Exp5_ EC_OMnegYWpos_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OMYW_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OMYW_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> I checked bothexperimental files: "161209 Exp5_ Fragebögen_OWYM_RB.iqx"and "161209 Exp5_ Fragebögen_OMYW_RB.iqx", and both contain thecorrect set of variables. Therefore, subject numbers 1-4 should view and answeronly items of "161209 Exp5_Fragebögen_OWYM_RB.iqx", while subjects 5-8 shouldview and answer only items of "161209Exp5_ Fragebögen_OMYW_RB.iqx". The data, however,look very different. First of all, I get one file for both experiments, althoughthat is not the case in the other experimental parts that are not surveys. Butthat is probably normal and wouldn’t be a problem in itself. Second, suddenlyin the data subject 7 for example has provided answers for the items of "161209Exp5_ Fragebögen_OWYM_RB.iqx" which she shouldn’t have seen, also there isno data for the items of "161209 Exp5_ Fragebögen_OMYW_RB.iqx",although subject 7 should have viewed and answered only those. Altogether,there are only 28 (of 210) subjects that seem to have provided answers to theitems of "161209 Exp5_ Fragebögen_OMYW_RB.iqx", while all othersubjects seem to have answered the items of: "161209 Exp5_Fragebögen_OWYM_RB.iqx". This seems quite unsystematic and I do notunderstand how that could have happened. Below, I have posted ascreenshot (cut together, because it was too long J). You can see subjects 1-8. All except 2 and 6have provided answers to CA_OW3 for example, although only subjects 1-4 shouldhave been able to answer that item… ![](data:image/png;base64,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) 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)
My questions: howcould this happen? Did the subjects really end up in the wrong conditions andwhy is that so? Or are the answers to the items simply saved under the wrongvariable name? I know, it is acomplex problem, but I am at a loss here and would be grateful for your help! Thanx, M. > My questions: howcould this happen?
This is impossible to answer without the actual files.
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mongrel
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+x+xHello supreme beings, in our work group, weencountered a rather peculiar problem. I’ll try my best to explain the complexsituation. We programmed aseveral experiments that were combined in a batch file. Part of this batch weredifferent kinds of surveys that should be shown in different conditions. Seethe batch file in the following: <batch> /subjects = (1 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming AGE_RB.iqx" /file = "161205Exp5_ EC_OWposYMneg_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OWYM_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OWYM_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> …In a similar way the part above repeats forsubjects 2, 3, & 4. Only, the priming condition and the EC conditionchange. What stays the same is the before last file: "161209 Exp5_ Fragebögen_OWYM_RB.iqx". In the next 4 conditions (5, 6, 7, & 8),this file is changed into: "161209 Exp5_ Fragebögen_OMYW_RB.iqx", see below: <batch> /subjects = (8 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming GENDER_ RB.iqx" /file = "161205Exp5_ EC_OMnegYWpos_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OMYW_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OMYW_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> I checked bothexperimental files: "161209 Exp5_ Fragebögen_OWYM_RB.iqx"and "161209 Exp5_ Fragebögen_OMYW_RB.iqx", and both contain thecorrect set of variables. Therefore, subject numbers 1-4 should view and answeronly items of "161209 Exp5_Fragebögen_OWYM_RB.iqx", while subjects 5-8 shouldview and answer only items of "161209Exp5_ Fragebögen_OMYW_RB.iqx". The data, however,look very different. First of all, I get one file for both experiments, althoughthat is not the case in the other experimental parts that are not surveys. Butthat is probably normal and wouldn’t be a problem in itself. Second, suddenlyin the data subject 7 for example has provided answers for the items of "161209Exp5_ Fragebögen_OWYM_RB.iqx" which she shouldn’t have seen, also there isno data for the items of "161209 Exp5_ Fragebögen_OMYW_RB.iqx",although subject 7 should have viewed and answered only those. Altogether,there are only 28 (of 210) subjects that seem to have provided answers to theitems of "161209 Exp5_ Fragebögen_OMYW_RB.iqx", while all othersubjects seem to have answered the items of: "161209 Exp5_Fragebögen_OWYM_RB.iqx". This seems quite unsystematic and I do notunderstand how that could have happened. Below, I have posted ascreenshot (cut together, because it was too long J). You can see subjects 1-8. All except 2 and 6have provided answers to CA_OW3 for example, although only subjects 1-4 shouldhave been able to answer that item… ![](data:image/png;base64,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) 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)
My questions: howcould this happen? Did the subjects really end up in the wrong conditions andwhy is that so? Or are the answers to the items simply saved under the wrongvariable name? I know, it is acomplex problem, but I am at a loss here and would be grateful for your help! Thanx, M. > My questions: howcould this happen?
This is impossible to answer without the actual files.
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Dave
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Group: Administrators
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+x+x+xHello supreme beings, in our work group, weencountered a rather peculiar problem. I’ll try my best to explain the complexsituation. We programmed aseveral experiments that were combined in a batch file. Part of this batch weredifferent kinds of surveys that should be shown in different conditions. Seethe batch file in the following: <batch> /subjects = (1 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming AGE_RB.iqx" /file = "161205Exp5_ EC_OWposYMneg_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OWYM_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OWYM_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> …In a similar way the part above repeats forsubjects 2, 3, & 4. Only, the priming condition and the EC conditionchange. What stays the same is the before last file: "161209 Exp5_ Fragebögen_OWYM_RB.iqx". In the next 4 conditions (5, 6, 7, & 8),this file is changed into: "161209 Exp5_ Fragebögen_OMYW_RB.iqx", see below: <batch> /subjects = (8 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming GENDER_ RB.iqx" /file = "161205Exp5_ EC_OMnegYWpos_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OMYW_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OMYW_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> I checked bothexperimental files: "161209 Exp5_ Fragebögen_OWYM_RB.iqx"and "161209 Exp5_ Fragebögen_OMYW_RB.iqx", and both contain thecorrect set of variables. Therefore, subject numbers 1-4 should view and answeronly items of "161209 Exp5_Fragebögen_OWYM_RB.iqx", while subjects 5-8 shouldview and answer only items of "161209Exp5_ Fragebögen_OMYW_RB.iqx". The data, however,look very different. First of all, I get one file for both experiments, althoughthat is not the case in the other experimental parts that are not surveys. Butthat is probably normal and wouldn’t be a problem in itself. Second, suddenlyin the data subject 7 for example has provided answers for the items of "161209Exp5_ Fragebögen_OWYM_RB.iqx" which she shouldn’t have seen, also there isno data for the items of "161209 Exp5_ Fragebögen_OMYW_RB.iqx",although subject 7 should have viewed and answered only those. Altogether,there are only 28 (of 210) subjects that seem to have provided answers to theitems of "161209 Exp5_ Fragebögen_OMYW_RB.iqx", while all othersubjects seem to have answered the items of: "161209 Exp5_Fragebögen_OWYM_RB.iqx". This seems quite unsystematic and I do notunderstand how that could have happened. Below, I have posted ascreenshot (cut together, because it was too long J). You can see subjects 1-8. All except 2 and 6have provided answers to CA_OW3 for example, although only subjects 1-4 shouldhave been able to answer that item… ![](data:image/png;base64,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) 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)
My questions: howcould this happen? Did the subjects really end up in the wrong conditions andwhy is that so? Or are the answers to the items simply saved under the wrongvariable name? I know, it is acomplex problem, but I am at a loss here and would be grateful for your help! Thanx, M. > My questions: howcould this happen?
This is impossible to answer without the actual files.
> First of all, I get one file for both experiments, althoughthat is not the case in the other experimental parts that are not surveys.
Yes, that's because surveys record data differently than regular blocks (surveys: wide format vs blocks: long format). The name of the survey data file is determined by the *name* of the <survey> element, and since that name is identical in both "161209 Exp5_ Fragebögen_OMYW_RB.iqx"
<survey Frageboegen> / pages = [1 = Intro; 2 = Demographie; 3 = CA1; 4-9 = noreplace(CA_FocalOM1, CA_FocalOM2, CA_FocalOM3, CA_FocalYW1, CA_FocalYW2, CA_FocalYW3); 10 = NFC1; 11 = NFC2; 12 = PFC1; 13 = PFC2; 14 = PFC3; 15 = Worumgings] / nextlabel = "Weiter" / nextbuttonposition = (50, 90) / showbackbutton = false / showpagenumbers = false </survey>
and "161209 Exp5_ Fragebögen_OWYM_RB.iqx"
<survey Frageboegen> / pages = [1 = Intro; 2 = Demographie; 3 = CA1; 4-9 = noreplace(CA_FocalOW1, CA_FocalOW2, CA_FocalOW3, CA_FocalYM1, CA_FocalYM2, CA_FocalYM3); 10 = NFC1; 11 = NFC2; 12 = PFC1; 13 = PFC2; 14 = PFC3; 15 = Worumgings] / nextlabel = "Weiter" / nextbuttonposition = (50, 90) / showbackbutton = false / showpagenumbers = false </survey>
they end up in the same file.
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Dave
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Group: Administrators
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+x+x+x+xHello supreme beings, in our work group, weencountered a rather peculiar problem. I’ll try my best to explain the complexsituation. We programmed aseveral experiments that were combined in a batch file. Part of this batch weredifferent kinds of surveys that should be shown in different conditions. Seethe batch file in the following: <batch> /subjects = (1 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming AGE_RB.iqx" /file = "161205Exp5_ EC_OWposYMneg_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OWYM_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OWYM_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> …In a similar way the part above repeats forsubjects 2, 3, & 4. Only, the priming condition and the EC conditionchange. What stays the same is the before last file: "161209 Exp5_ Fragebögen_OWYM_RB.iqx". In the next 4 conditions (5, 6, 7, & 8),this file is changed into: "161209 Exp5_ Fragebögen_OMYW_RB.iqx", see below: <batch> /subjects = (8 of 8) /file ="161206Exp5_Consentform_RB.iqx" /file = "161103Exp5_ Priming GENDER_ RB.iqx" /file = "161205Exp5_ EC_OMnegYWpos_RB.iqx" /file = "161208Exp5_ Explizite Abfrage_OMYW_RB.iqx" /file = "161206Exp5_AMP_V3_RL.iqx" /file = "161209Exp5_ Fragebögen_OMYW_RB.iqx" /file ="161206Exp5_End_RB.iqx" / groupassignment =subjectnumber </batch> I checked bothexperimental files: "161209 Exp5_ Fragebögen_OWYM_RB.iqx"and "161209 Exp5_ Fragebögen_OMYW_RB.iqx", and both contain thecorrect set of variables. Therefore, subject numbers 1-4 should view and answeronly items of "161209 Exp5_Fragebögen_OWYM_RB.iqx", while subjects 5-8 shouldview and answer only items of "161209Exp5_ Fragebögen_OMYW_RB.iqx". The data, however,look very different. First of all, I get one file for both experiments, althoughthat is not the case in the other experimental parts that are not surveys. Butthat is probably normal and wouldn’t be a problem in itself. Second, suddenlyin the data subject 7 for example has provided answers for the items of "161209Exp5_ Fragebögen_OWYM_RB.iqx" which she shouldn’t have seen, also there isno data for the items of "161209 Exp5_ Fragebögen_OMYW_RB.iqx",although subject 7 should have viewed and answered only those. Altogether,there are only 28 (of 210) subjects that seem to have provided answers to theitems of "161209 Exp5_ Fragebögen_OMYW_RB.iqx", while all othersubjects seem to have answered the items of: "161209 Exp5_Fragebögen_OWYM_RB.iqx". This seems quite unsystematic and I do notunderstand how that could have happened. Below, I have posted ascreenshot (cut together, because it was too long J). You can see subjects 1-8. All except 2 and 6have provided answers to CA_OW3 for example, although only subjects 1-4 shouldhave been able to answer that item… ![](data:image/png;base64,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) 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)
My questions: howcould this happen? Did the subjects really end up in the wrong conditions andwhy is that so? Or are the answers to the items simply saved under the wrongvariable name? I know, it is acomplex problem, but I am at a loss here and would be grateful for your help! Thanx, M. > My questions: howcould this happen?
This is impossible to answer without the actual files.
> First of all, I get one file for both experiments, althoughthat is not the case in the other experimental parts that are not surveys.
Yes, that's because surveys record data differently than regular blocks (surveys: wide format vs blocks: long format). The name of the survey data file is determined by the *name* of the <survey> element, and since that name is identical in both "161209 Exp5_ Fragebögen_OMYW_RB.iqx"
<survey Frageboegen> / pages = [1 = Intro; 2 = Demographie; 3 = CA1; 4-9 = noreplace(CA_FocalOM1, CA_FocalOM2, CA_FocalOM3, CA_FocalYW1, CA_FocalYW2, CA_FocalYW3); 10 = NFC1; 11 = NFC2; 12 = PFC1; 13 = PFC2; 14 = PFC3; 15 = Worumgings] / nextlabel = "Weiter" / nextbuttonposition = (50, 90) / showbackbutton = false / showpagenumbers = false </survey>
and "161209 Exp5_ Fragebögen_OWYM_RB.iqx"
<survey Frageboegen> / pages = [1 = Intro; 2 = Demographie; 3 = CA1; 4-9 = noreplace(CA_FocalOW1, CA_FocalOW2, CA_FocalOW3, CA_FocalYM1, CA_FocalYM2, CA_FocalYM3); 10 = NFC1; 11 = NFC2; 12 = PFC1; 13 = PFC2; 14 = PFC3; 15 = Worumgings] / nextlabel = "Weiter" / nextbuttonposition = (50, 90) / showbackbutton = false / showpagenumbers = false </survey>
they end up in the same file.
That, then, explains the problem. The column names do *not* necessarily reflect what version of <survey frageboegen> the participant was administered. Take the attached data file as an example. The first row (subject # 5) is from a run-through of "161209 Exp5_ Fragebögen_OMYW_RB.iqx", and that's what the column names reflect. The 2nd row (subject # 1) is from a run-through of "161209 Exp5_ Fragebögen_OWYM_RB.iqx".
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mongrel
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Group: Forum Members
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Hi Dave,
thank you for the quick response! I thought, it might be that. However, I was confused because with all other file types, Inquisit simply uses the name of the file, and only in survey files, it seems to take the name out of the code.
One last question: My next step would be to reorder the output file by hand. Can I be sure that the order of the variables stayed the same and the set of variables is simply shifted?
Thank you again and have a good day! Kind regards, M.
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Dave
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Group: Administrators
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+xHi Dave, thank you for the quick response! I thought, it might be that. However, I was confused because with all other file types, Inquisit simply uses the name of the file, and only in survey files, it seems to take the name out of the code. One last question: My next step would be to reorder the output file by hand. Can I be sure that the order of the variables stayed the same and the set of variables is simply shifted? Thank you again and have a good day! Kind regards, M. I'm not quite sure what you mean by "reorder the output file by hand." Can you elaborate, please?
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Dave
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Group: Administrators
Posts: 13K,
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+x+xHi Dave, thank you for the quick response! I thought, it might be that. However, I was confused because with all other file types, Inquisit simply uses the name of the file, and only in survey files, it seems to take the name out of the code. One last question: My next step would be to reorder the output file by hand. Can I be sure that the order of the variables stayed the same and the set of variables is simply shifted? Thank you again and have a good day! Kind regards, M. I'm not quite sure what you mean by "reorder the output file by hand." Can you elaborate, please? > Can I be sure that the order of the variables stayed the same and the set of variables is simply shifted? Speculating a bit here, but I suspect you're asking whether the there's a 1:1 correspondence between the columns / logged responses in both versions. The answer is yes. So, taking the previous example data file ![](https://www.millisecond.com/forums/Uploads/Images/66a5210d-44a7-42a2-977c-4da2.png) The CA_OM1 column reflects the 2nd subjects response to CA_OW1, the CA_OM2 column corresponds to CA_OW2, and so forth.
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mongrel
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Group: Forum Members
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