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) Hi there, I received these error messages when I attempted to run the test. This is the example of the batch file I saved. My intention was to run 2 tests in random order. <batch> / selectionmode = random / file="bart.iqx" / file="shortant.iqx" </batch> Thank you very much!
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Dave
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Group: Administrators
Posts: 13K,
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) Hi there, I received these error messages when I attempted to run the test. This is the example of the batch file I saved. My intention was to run 2 tests in random order. <batch> / selectionmode = random / file="bart.iqx" / file="shortant.iqx" </batch> Thank you very much! The files you have uploaded aren't where the batch script expects them to be. For some reason, you have them located down in two subfolders https://scripts.millisecond.com/foodscienceit/pilot_pbma/pictureiat_pbma/pictureiat/test_rand.iqx All files should be directly at the root, i.e. https://scripts.millisecond.com/foodscienceit/pilot_pbma/test_rand.iqxGet rid of the unnecessary folder structure, then things will work.
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) Hi there, I received these error messages when I attempted to run the test. This is the example of the batch file I saved. My intention was to run 2 tests in random order. <batch> / selectionmode = random / file="bart.iqx" / file="shortant.iqx" </batch> Thank you very much! The files you have uploaded aren't where the batch script expects them to be. For some reason, you have them located down in two subfolders https://scripts.millisecond.com/foodscienceit/pilot_pbma/pictureiat_pbma/pictureiat/test_rand.iqx All files should be directly at the root, i.e. https://scripts.millisecond.com/foodscienceit/pilot_pbma/test_rand.iqxGet rid of the unnecessary folder structure, then things will work. Thank you so much. It is working now. May I check if the group number will be randomly assigned to each participant?
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Dave
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Group: Administrators
Posts: 13K,
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) Hi there, I received these error messages when I attempted to run the test. This is the example of the batch file I saved. My intention was to run 2 tests in random order. <batch> / selectionmode = random / file="bart.iqx" / file="shortant.iqx" </batch> Thank you very much! The files you have uploaded aren't where the batch script expects them to be. For some reason, you have them located down in two subfolders https://scripts.millisecond.com/foodscienceit/pilot_pbma/pictureiat_pbma/pictureiat/test_rand.iqx All files should be directly at the root, i.e. https://scripts.millisecond.com/foodscienceit/pilot_pbma/test_rand.iqxGet rid of the unnecessary folder structure, then things will work. Thank you so much. It is working now. May I check if the group number will be randomly assigned to each participant? 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) Those are the settings you made for the group number. Obviouosly that's not random, and it's unclear to me why there are supposedly 400 groups.
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Group: Forum Members
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) Hi there, I received these error messages when I attempted to run the test. This is the example of the batch file I saved. My intention was to run 2 tests in random order. <batch> / selectionmode = random / file="bart.iqx" / file="shortant.iqx" </batch> Thank you very much! The files you have uploaded aren't where the batch script expects them to be. For some reason, you have them located down in two subfolders https://scripts.millisecond.com/foodscienceit/pilot_pbma/pictureiat_pbma/pictureiat/test_rand.iqx All files should be directly at the root, i.e. https://scripts.millisecond.com/foodscienceit/pilot_pbma/test_rand.iqxGet rid of the unnecessary folder structure, then things will work. Thank you so much. It is working now. May I check if the group number will be randomly assigned to each participant? 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v2vNP06PwaevCKF1Xj5aXGgsDYQsKTZ2vHcffq9HdbpihjYYJA7Gm0wlTljL/cr4Cx3Xa9262FOr+9J/IZt8WcyW74hR0R2DiogZp91DJvxChynPyMPMRq6W9EIPoEec+1fr4Ea792vz9NQ/r+Q9NONYaUzYWzvvpKYUcEnGV03MSSPX3HAvz/jU79hUKdG85KmJKy2hXoHPJZJn/7duv/Pvt1YIKAn/Im7yfOcyIfJzKbFmOBgAUByXxCvGTmfp2/YLmxTsC6HN2qnOwJw3Eiu80LGrtxrhFwnVMzFiHZ1gi4NLJ5cTlpa/fo0745j3/3brV0zmOn6hy+Lu7GDnzWQ5Eh2uWq1bqcJn7SMH7DNwLCqUtqq0eZpfr7OQtSfBtjYYJA1PW8587WjBfG6tJkTef02D1fd1z2qPY9uSJpeyd98vfr4jq1EZ37v+fQjbYgkHSNQO0pSQOOvXzvavJlf1PvpnPjiyjNOkfWSszVcx3m+/82TGOtyGmP/SFaPp99xW9fjpTZOQ2SUEbHeRZZ0DjeWDf7utbcEB2tifwYfb/hwHf0G4/FgolrBBxraApyDvktk699u/d/X/06MEHA33loTh1e8ealmv3yCDXKa8jEc6IY39soej4EAhcEdOBjLWrXWSM3HqeTr+ukv7c33ggwFpNn/7BeL7+wVScNuNnouD6DgGUl/+Sp/dWkco52vTk+8a0Byyrb+ePaqe4xv+i7hX0cbw3MNcp0utpeca5OMxas/W/jco3pNEyjmsyJXfCjc7zjfm2o/vcP1VUVclRCv+iH1xfpnVqD1cm6lCG3gXxe3K1vJKSsR8SljR7d81t9125+fAFiJCAs0qYKJVVtYuy1O9dOEr2JTap9t16f1EYVfvlF2eXKqJTPOfbcty+W12ynCWOMNw2ONg22afOiN/R5mzvU9kSXgz7X0Xhl6ld1WTZbPSu6p4ekQcBv+259WLdc9bA+ajVWz/RrqpMPfOm6Qto8Tq9Pympv7b/psUg/2KF1xkruW5/P0mVPrdD9Sb4G2lm+SJid/avqTzLfBKkaeWvgiYH3ac7mnVrbOslbA1uXas7Tx6pemwaqW/E3OrjtHS3s2ke3lO2VjxEBw9dPXzY22zPzz2r48AGjjNM1oeGJyvrG7c0G53m235h+aqg2H9RSp4cmqtNpvzHeGlim4UMe0lubfvEMAo/uqapSf+6rR7s2MdpgrZb36qrBX9bToLy3agpwDhmB3V+Z/Ow7Sf/PXR+Uql8HKAj4Og83TVWHlo9orXFOmG9d1cj5Rv+ZeZcGLf1WX5SLj5Ll417CpsVYIHhBwMSMzJUO04B/fKgvd++T+Q3DkffLq1+j4Qv75SMImPvaqFf79NA9Xt8jsHOVZvQalvx7BN4fr/aDlmnD9z8b73gb31lgvPpzwp/u0Ly7W0bWCER+jGO9Mqivxq3+OvoOuvkefbU6umXCHHV1u4n4DgL+62GuE2i/6kQ1WmT97xdEk/6Yby+Ov4mQpNMe/PdYdb9rkf6981f9fHpHPbvodtXxGwTMfRqO8waO08yPvo18b8Mh4/3kE353ufrMuVct3F6h3PuGpra6Q498F2nlyI/pVv78TpowrZP+GFt/kbgIMW7up333v9Rb7Ya/EXlf+1B2BVVs2UvPnfGMzpx7un1qILuP1lVfmfe9Bq7fTeGwSwwqe/TV7G7qPevjyPcImN9F0GjwdF3/+GW6+g+L3UcEjCDw9y4T9fKW/0a+Utt0O/GPN2r4ZGOkyfcagVjBvPpyZLPter//Teqd9x0c0e9LaP20UcYzcsvoEriNc/Odkd309+VfRr5H4FDVeuo8voeOuqODFvdyfBFVnpO5ny56a/jjuunxrpZ36V2+ZyO/51DseuGrTD727dr//fTrIAUBP+U1t/nwIfUa8qhWb9lvfI+AeU7caZwT841zojZvDSS5Pmbqr4MZBDJVm3rZBYwnrSEtJmhNsz4a3+l8Vc6JfZnR+kfUf/ASLbk+yat2ReSYfOShiA7IbhFAAIEACBAEAtAIoS2C8RRVe1oVy5cg5Up4fd9B0YgRBIrGlb0igECwBQgCwW6fzC7d6t5qfPtaVRr5iOY0rxn5XoYDuzboi3lD1WXONtVI8W1+RQFDECgKVfaJAAJBFyAIBL2FMrp89v9+Q+5aEPM/N91u7Gh1PsVYJZrGH4JAGrE5FAIIBEaAIBCYpqAgCCCAAAIIpF+AIJB+c46IAAIIIIBAYAQIAoFpCgqCAAIIIIBA+gUIAuk354gIIIAAAggERoAgEJimoCAIIIAAAgikX4AgkH5zjogAAggggEBgBAgCgWkKCoIAAggggED6BQgC6TfniAgggAACCARGgCAQmKagIAgggAACCKRfgCCQfnOOiAACCCCAQGAECAKBaQoKggACCCCAQPoFCALpN+eICCCAAAIIBEYg7UFg0+Ytgak8BUEAAQQQQCDsAmkPAmEHp/4IIIAAAggESYAgEKTWoCwIIIAAAgikWYAgkGZwDocAAggggECQBAgCQWoNyoIAAggggECaBQgCaQbncAgggAACCARJgCAQpNagLAgggAACCKRZgCCQZnAOhwACCCCAQJAECAJBag3KggACCCCAQJoFCAJpBudwCCCAAAIIBEmAIBCk1qAsCCCAAAIIpFmAIJBmcA6HAAIIIIBAkAQIAkFqDcqCAAIIIIBAmgUIAmkG53AIIIAAAggESaDYBIE9e/dpx86d2vHj7iD5URYEEEAAAQSKtUCxCAJmCPh6yxaVOb60qlSsVKzBKTwCCCCAAAJBEigWQWDzt1uVlZ2l8mXK6uhSpYLkR1kQQAABBBAo1gLFIgh8vP4znV2nVrGGpvAIIIAAAggEUYAgEMRWoUwIIIAAAgikSYAgkCZoDoMAAggggEAQBQgCQWwVyoQAAggggECaBAgCaYLmMAgggAACCARRgCAQxFahTAgggAACCKRJgCCQJmgOgwACCCCAQBAFCAJBbJX8lOnlIarz5qVaP/Ty/HyKbRFAAAEEEIgIZGQQ2DGzk9qv2GVp4gq6YMpMDase1FZfqWGdv9D1s7qoTqyI7w1ppQ7ZPb1v8ASBoDYq5UIAAQSKhUDmBQHjxth8WpY6LB2m9sWiCYxCbpypm8eW0MCZnfOCgO+iEwR8U7EhAggggECiQEYGgZRD5cZNt0ufF7SpRImIRsW+T2te41yYlRrdcppeL1nS+EUFNZzSTjkjPo8+qRuf69xnsy5dNjweMBw3YetIRI7qWsJI9Im/+fnv6d7lOyIHy/u7sY8rp32a1zK/nHilHp7RWScaoxo3ZA/SyltOMf5mLZfls+anCAKc1wgggAAChRDIvCAQu2muvHZi7CZq1TFvqAu0b9qs2DSB9d8btaDTnVre4ZlYMIj+e3rW1ZEbs2cQMG7IjRfViG4bu0HH/x29kVvLZIaGRlvbRof+nZ81Pm/+PR4E7C1s+xtBoBDdn48igAACCGRgEIg2qjnHPuSTLOU+YSfenOPbTW62VPOquj/x593MPUYEzOMNPPV+S/hYqVEtX1PNZ0cYIwjW/x/rdNYbeD6DgG0UgCDAWYwAAgggUAiBjA0CeSaRofdtkcWCd7zgXEQY3erAn8drZbU59id68w/WufuUQeCUyOjB3O3mlIL1J3eRYmGDQHR0wrr/Ted0yxtN4K2BQpwBfBQBBBAIuUDmB4HY6EDkqX9/ilft3BbsWZ/UXYKAdXjfHBGIHCNvvYG1ZxUmCMgxZWHs1zGaQBAI+VlM9RFAAIFCCIQgCFjXATjXCFjlnGsEotMLfX/4U2ze3/nZ6PbDq/VIOs8f3/vhDAKJxyUIFOIM4KMIIIBAyAUyLgh4f4eAfQW++XZA3ncMON4oqNXyau1651D8tT7bCv8KurJPA73xWjUtHnpFtBsleQOgjtcaAcWH/l3fGkh1XNYIhPwUpvoIIIBA4QQyLggUjsPx6cK8339YC8LOEEAAAQQQKBoBgkAqV4JA0fQ69ooAAgggEBgBggBBIDCdkYIggAACCKRfgCCQfnOOiAACCCCAQGAECAKBaQoKggACCCCAQPoFCALpN+eICCCAAAIIBEaAIBCYpqAgCCCAAAIIpF+AIJB+c46IAAIIIIBAYASKRRDY/O1WZWVnqXyZsjq6VKnA4FEQBBBAAAEEirtAsQgCe/bu09dbtqjM8aVVpWKl4m5O+RFAAAEEEAiMQLEIAqaWGQZ27NypHT/uDgweBUEAAQQQQKC4CxSbIFDcoSk/AggggAACQRQgCASxVSgTAggggAACaRIgCKQJmsMggAACCCAQRAGCQBBbhTIhgAACCCCQJgGCQJqgOQwCCCCAAAJBFCAIBLFVKBMCCCCAAAJpEiAIpAmawyCAAAIIIBBEAYJAEFuFMiGAAAIIIJAmAYJAmqA5DAIIIIAAAkEUIAgEsVUoEwIIIIAAAmkSIAikCZrDIIAAAgggEEQBgkAQW4UyIYAAAgggkCYBgkCaoDkMAggggAACQRQgCASxVSgTAggggAACaRIgCKQJmsMggAACCCAQRAGCQBBbhTIhgAACCCCQJgGCQJqgOQwCCCCAAAJBFCAIBLFVKBMCCCCAAAJpEiAIpAmawyCAAAIIIBBEAYJAEFuFMiGAAAIIIJAmAYJAmqA5DAIIIIAAAkEUIAgEsVUoEwIIIIAAAmkSIAikCZrDIIAAAgggEEQBgkAQW4UyIYAAAgggkCYBgkCaoDkMAggggAACQRQgCASxVSgTAggggAACaRIgCKQJmsMggAACCCAQRAGCQBBbhTIhgAACCCCQJgGCQJqgOQwCCCCAAAJBFCAIBLFVKBMCCCCAAAJpEiAIpAk68TBva/6d76nSxNvV9IiVwc+Bv9GqkbO1qeMw3VTFz/ZFtc2RL8dPS4dq1Ju7jQqWU92+Q4+wR1E55+7X9B6vFbtLan/5i9X77taqUdSHTMv+j3w/Sks1OQgC+RDI6CCw4eE79MgXJW0cJRrfqbEtqnkSbXh4qNb8+TDe/LYs1vAVJ+mezg1jxz58QcC8Qc2oNkz9/+hZregGCWVJ9bmgXDiPcDkMswmTvtM5E3oGPLj57AORzcw+OF+b/zpF/Ssv1sRJ61TpzmjAMfvUwO1X6qFOF+ZnhwXe1jze0E/PTBI4LOX028fzSvK25o3arMaDr48FmSPcjwoslPyDqe2K4IBJbYvyWOy7KAUyPggsq29c5PJ98SiCi8Waqeq29jzLhfXwBQEz8OSrngllIQh4nmRGEBj7mNRuUKY8GUdv9qOzOrkG41R/87Qq4Ab57sd+jpPQbkVwbvspRyZuk4HnRCY2k586hTQImBeDpTq+eZYWLNwQc8od7o0+fXxUMnckIT4MHB8aNj9ympqNjz0dGjfWu7a10q1bxkdGIJyjDvbPGRfgM9oYgUCRqYGyl+zSa6t3xspg2afxm6THy2vZ+PBt7q9OaPtANPgYJ+nESau1rUSJyJ9yy+Relgsdx4pvL6W4cBr1vnvbebry4/mRIWTzJ1q36FOk21Ol9WJv/n1Wtat00pNPxryj1hcsi4/kxPcXLccvZ1UyvD539cp9ws1tu3g7RNv76I4n682JqwyT0+NtZz1LfJq5jioZFgMXf2E756JD6g301chnXI9tH7GytL3b6IMtvEWfcs+tu17/eGNX5Ji24XtHPWx9Na+EZj9/UQf73Rub4ogG0xMnXqeskePy2tN9GsR5jlj7bWLZ8o5v1KHPK1XsT/3W37n9PVJeex9M7DfW/mppAkebxNtjlqMfOaZ6HH5555TLFdXahvE2SBzBMLd7aFfjSN3LJfR7yX4Mu6+1v5l1n1mts+o/f1+kjSKfO2h9yEj0j5xDV22xXA/s9U1+nUndltb+nlnTR35unZm1TYiDwHgtqNwu/oRuuwg5L5JGozsvUo4LmHlSpLpgJN4Uoyf7x5f2z3sis22T6ni2PhgNA/++yjrykVh+80I05+TosbyHfa2jFamDwMDFOy3z5fay+AkCo96saAtUdkdrPZuh8W0AAAsSSURBVKL7Tt5mTgfrv6P/f2lW9ELsPted2swMVslHBByjO7a2cz92go315u8jCCTvO1X9relIuOna65CfEQH7tqn6dWLZrP0yGuSs4SS3oycGAVu/Sfo5l/M2Eiryc+4nK1Ni0LW1aSRMxKZaNtkDUPTGa+n3tvKn6se5Dwcl7WtUHCHR3jcS+5//60w+r1GZdW8MVW0yPgjY1wjkJmGXm5vtQu9xU4h0EcuFM+mTTLwvuQcBx2JBywltv0A6jucVBNyG/i1lNJ9IUs//Wn1SBwH7dIfkfOJ3Hsf5d9vQtMsNML69Wzks7XQocQ4/foOSS1hynOceZjVSBQHn32z1cAtqbnWxbGfM1yesR0i42Dv6juWY1YzQN+koS8h1uaR59cf8BAEzJMf7gcuUl+Xv9uM6t3Wzch8RsE9ppO6j9lEIj3Pf5Vx2n7JwKauzHxj76vvKLp28Iydv7UXuSJlzSibvfD93TULbW9vCNcR7+CdcSyzl3Gd5QIh2E2ubpG7LhIejUN06M6uyGR8E3OfO8xsEEofgo90gFiyMxO+8ITq7ideFN7J93gltPjlFV2zbf9xWqydekFwvFpYbRX23IJAwtJ0iNOUWyuXmWdgg4HzqTh0ELO1otIFzaD5y0Y1MVXg/JXuZNfUIArYbd8KIgPOtC/enzFQ3A8+bre0CHu1LUQ/3Nxy8+mPqIJB4PsSncDxuHo4AbT9vjnwQMENy9M0Q+0/idJBzeiR3e+s0SbQ+z58dH/VLFgTyvCstTdGPo1N4Ces6fAQB23Uwry+b01bRKQb36wxBILNu98lrQxDIfSXOx4hA0gV5bk+TDnOvC689CFxoe7JO3RldLp4ec7EJIwIJ2xfViEDi1IFzRCB1EEgxBWKMCCQfuk/xxGgJNSnnrz0WRiWfZ/V4+s9byJp6RCDxSdoxhJ7srYYkv/fqj8mDgHt/8zsiYHKbgefZ+gMi89z2Ka0jHwRq+DiXo13Gu0+ZhndtP0ttvltlq2eyKbPI1J0xIpBqUerhDQKtZY4IJF9oTBAgCMQENm3eoupVTy6WHslXIed3RCD6hJVwo0jxZOwE87rwOoOA/2E3t4tnPtcIuKxHiM/9F3xqIKEOsUVYh9pNjixoTLioudxs7SMC+VkjYG0B74u22/y0bUg1ZRBItX/3v6VcI5Aw5x1t4/j6iMS5W7Os7tMBLhdzk6bAawSc/c2tbMmnvHL7efe1Wbrw+4qW1/rMv/hfI1BkUwOp1ht4hnvLBinWfCSsEbCuJ6iSLAxF9324g4AZfJJe15yjTLF+kxf6XD6brymlYnlXycxCZ/yIgPv3CJhzxo7hWseFPv6EZxladQyf562U9fUUER9KtL41YPtCIed+kh3P2Rct28UXLNqHLq2r+a2r6+ND5/GpCPN3fQ6+EPsehUIEgdjTX24bmF6d6qzTiqpDCxgEnG962N+yiD6l2adUoh5+gkDujSj+xojNzOtVqQJMrdhHERxD+Lb9lVODNnW19sMqse+hiN7crW+cxFdtJzNwdhpnQMjHYkEfZUvZr2Pt5BwyT74g095+iTcbryBm/WIkczh8lv0LshLa1jnsn/wLpOxtGJuKiq3Qzw28uTfw3O9JMEfkxmadpTNfW5X3dpJ9oXHyNjzsQSB2c3d/A8Brmideztz+Z44w5L4dkRlfQJWZN35nrTI6CISjCanlkRZwfRr3FQ4LWvIkT/n53F3igtR87qDAm3uskfDxhV8FPnQAPshTcwAagSLYBAgCdAgECiXgPpRbtBf7wxMEbN8smO8v3SoEmktIMr2Sf7NgIY4VwI8Wbd8IYIUpUuAFCAKBbyIKGHyBxBXk9qmYw12DwxUEDne5PPaXN6XgnNJJczmO8OEIAke4ATh8ggBBgE6BAAIIIIBAiAUIAiFufKqOAAIIIIAAQYA+gAACCCCAQIgFCAIhbnyqjgACCCCAAEGAPoAAAggggECIBQgCIW58qo4AAggggABBgD6AAAIIIIBAiAUIAiFufKqOAAIIIIBARgeBPXv3acfOndrxY+J/VpSmRwABBBBAAAEpY4OAGQK+3rJFZY4vrSoVK9HWCCCAAAIIIOAikLFBYPO3W5WVnaXyZcrq6FKlaHwEEEAAAQQQCFMQ+Hj9Zzq7Ti0aHQEEEEAAAQRSCGTsiABBgH6PAAIIIICAtwBBwNuILRBAAAEEEMhYAYJAxjYtFUMAAQQQQMBbgCDgbcQWCCCAAAIIZKwAQSBjm5aKIYAAAggg4C1AEPA2YgsEEEAAAQQyVoAgkLFNS8UQQAABBBDwFiAIOI02zlSXPi9oz51LNK9x7I+x320qUcL4RQVdMGWmhlWPf/C9Ia005JOsyC82ndNN64de7i3PFggggAACCARAgCBga4SNmt/pUa2r+qm+brI4FgRWanTLBdo3bVb05m+Egs59NuvSZcPV3vjnjpmd1Ghr27ybvxkKBp56v1beckoAmpciIIAAAgggkFqAIGDxMW/ik5stVa+Xov8bGRF4eYjqvHmp7Sk/d7t5jTdqQacx+vSeWEgw92UEhZvHltDAmZ1Vh96HAAIIIIBAwAUIArkNZLnhx2/0iU/85ubmKMAN2YOMp/4v7aMFkX2t1KiWr6nmsyMiIwb8IIAAAgggEGQBgoDLzdsZBKI3/fhQf3w6oITLTd8xlRDk1qdsCCCAAAKhFyAIKHF4nxGB0J8XACCAAAKhESAI2N4IsLd75A2Ai15jjUBoTgcqigACCIRPgCDg0ubWEQFzzp+3BsJ3YlBjBBBAICwCBAHPIGBswPcIhOV8oJ4IIIBA6AQIAqFrciqMAAIIIIBAXIAgQG9AAAEEEEAgxAIEgRA3PlVHAAEEEECAIEAfQAABBBBAIMQCBIEQNz5VRwABBBBAgCBAH0AAAQQQQCDEAgSBEDc+VUcAAQQQQCBjg8Dmb7cqKztL5cuU1dGlStHSCCCAAAIIIOAikLFBYM/effp6yxaVOb60qlSsROMjgAACCCCAQJiCgFlXMwzs2LlTO37cTeMjgAACCCCAQNiCAC2OAAIIIIAAAqkFMnZqgIZHAAEEEEAAAW8BgoC3EVsggAACCCCQsQIEgYxtWiqGAAIIIICAtwBBwNuILRBAAAEEEMhYAYJAxjYtFUMAAQQQQMBbgCDgbcQWCCCAAAIIZKwAQSBjm5aKIYAAAggg4C1AEPA2YgsEEEAAAQQyVoAgkLFNS8UQQAABBBDwFiAIeBuxBQIIIIAAAhkrQBDI2KalYggggAACCHgLEAS8jdgCAQQQQACBjBUgCGRs01IxBBBAAAEEvAUIAt5GbIEAAggggEDGChAEMrZpqRgCCCCAAALeAgQBbyO2QAABBBBAIGMFCAIZ27RUDAEEEEAAAW8BgoC3EVsggAACCCCQsQIEgYxtWiqGAAIIIICAtwBBwNuILRBAAAEEEMhYAYJAxjYtFUMAAQQQQMBbgCDgbcQWCCCAAAIIZKwAQSBjm5aKIYAAAggg4C1AEPA2YgsEEEAAAQQyVoAgkLFNS8UQQAABBBDwFiAIeBuxBQIIIIAAAhkrQBDI2KalYggggAACCHgLEAS8jdgCAQQQQACBjBUgCGRs01IxBBBAAAEEvAUIAt5GbIEAAggggEDGChAEMrZpqRgCCCCAAALeAgQBbyO2QAABBBBAIGMFCAIZ27RUDAEEEEAAAW8BgoC3EVsggAACCCCQsQIEgYxtWiqGAAIIIICAtwBBwNuILRBAAAEEEMhYAYJAxjYtFUMAAQQQQMBbgCDgbcQWCCCAAAIIZKzA/wN/4GxsRmctaAAAAABJRU5ErkJggg==) Those are the settings you made for the group number. Obviouosly that's not random, and it's unclear to me why there are supposedly 400 groups. This is the correct setting for the tests to be randomised?
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Dave
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Group: Administrators
Posts: 13K,
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) Hi there, I received these error messages when I attempted to run the test. This is the example of the batch file I saved. My intention was to run 2 tests in random order. <batch> / selectionmode = random / file="bart.iqx" / file="shortant.iqx" </batch> Thank you very much! The files you have uploaded aren't where the batch script expects them to be. For some reason, you have them located down in two subfolders https://scripts.millisecond.com/foodscienceit/pilot_pbma/pictureiat_pbma/pictureiat/test_rand.iqx All files should be directly at the root, i.e. https://scripts.millisecond.com/foodscienceit/pilot_pbma/test_rand.iqxGet rid of the unnecessary folder structure, then things will work. Thank you so much. It is working now. May I check if the group number will be randomly assigned to each participant? 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) Those are the settings you made for the group number. Obviouosly that's not random, and it's unclear to me why there are supposedly 400 groups. This is the correct setting for the tests to be randomised? ![](data:image/png;base64,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) What do you mean by "for the tests to be randomized"?
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Dave
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Group: Administrators
Posts: 13K,
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) Hi there, I received these error messages when I attempted to run the test. This is the example of the batch file I saved. My intention was to run 2 tests in random order. <batch> / selectionmode = random / file="bart.iqx" / file="shortant.iqx" </batch> Thank you very much! The files you have uploaded aren't where the batch script expects them to be. For some reason, you have them located down in two subfolders https://scripts.millisecond.com/foodscienceit/pilot_pbma/pictureiat_pbma/pictureiat/test_rand.iqx All files should be directly at the root, i.e. https://scripts.millisecond.com/foodscienceit/pilot_pbma/test_rand.iqxGet rid of the unnecessary folder structure, then things will work. Thank you so much. It is working now. May I check if the group number will be randomly assigned to each participant? 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) Those are the settings you made for the group number. Obviouosly that's not random, and it's unclear to me why there are supposedly 400 groups. This is the correct setting for the tests to be randomised? ![](data:image/png;base64,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) What do you mean by "for the tests to be randomized"? I'm asking because there are several ways to interpret "for the tests to be randomized". First you have this batch code: <batch> / selectionmode = random / file="pictureiat_MV.iqx" / file="pictureiat_PV.iqx" </batch> That'll just randomize the order of the two IATs -- some participants will get MV first, PV second, others will get PV first, MV second. This is not based on group number or any other input. Then you have the counterbalancing of block order (compatible first vs incompatible first, i.e. two orders) in the IATs themselves. That is based on group number. Odd group number: Compatible blocks first. Even group number: Incompatible blocks first. If you want that latter part to be randomly assigned, choose "Random without replacement" and indicate 2 as the total number of groups in the experiment
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) Hi there, I received these error messages when I attempted to run the test. This is the example of the batch file I saved. My intention was to run 2 tests in random order. <batch> / selectionmode = random / file="bart.iqx" / file="shortant.iqx" </batch> Thank you very much! The files you have uploaded aren't where the batch script expects them to be. For some reason, you have them located down in two subfolders https://scripts.millisecond.com/foodscienceit/pilot_pbma/pictureiat_pbma/pictureiat/test_rand.iqx All files should be directly at the root, i.e. https://scripts.millisecond.com/foodscienceit/pilot_pbma/test_rand.iqxGet rid of the unnecessary folder structure, then things will work. Thank you so much. It is working now. May I check if the group number will be randomly assigned to each participant? 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) Those are the settings you made for the group number. Obviouosly that's not random, and it's unclear to me why there are supposedly 400 groups. This is the correct setting for the tests to be randomised? ![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoEAAAEACAIAAABDNTsPAAAgAElEQVR4Ae2d/08UWbr/7z9Uv5GQmPiDySY7/CJ+Ejsah0yukjgZ1tmM7mZqGOLYQXDANDcDDhmCV4Yd3Ok1C6O7wtxhxy9zW2XTbJTeFfEbanBB5TKI08EGBHM+ec6pU3VOVXXTKHRR3W9CpLq66jzPeZ3nnHedb+V/MPyAAAiAAAiAAAgEQeA/gjAKmyAAAiAAAiAAAgwajCAAARAAARAAgWAIQIOD4Q6rIAACIAACIAANRgyAAAiAAAiAQDAEoMHBcIdVEAABEAABEIAGIwZAAARAAARAIBgC0OBguMMqCIAACIAACECDEQMgAAIgAAIgEAwBaHAw3GEVBEAABEAABKDBiAEQAAEQAAEQCIYANDgY7rAKAiAAAiAAAtBgxAAIgAAIgAAIBEMAGhwMd1gFARAAARAAAWgwYgAEQAAEQAAEgiEADQ6GO6yCAAiAAAiAADQYMQACIAACIAACwRCABgfDHVZBAARAAARAABqMGAABEAABEACBYAhAg4PhDqsgAAIgAAIgAA1GDIAACIAACIBAMASgwcFwh1UQAAEQAAEQgAYjBkAABEAABEAgGALQ4GC4wyoIgAAIgAAIQIMRAyAAAiAAAiAQDAFocDDcYRUEQAAEQAAEoMGIARAAARAAARAIhgA0OBjusAoCIAACIAAC0GDEAAiAAAiAAAgEQwAaHAx3WAUBEAABEAABaDBiAARAAARAAASCIQANDoY7rIIACIAACIAANBgxAAIgAAIgAALBEIAGB8MdVkEABEAABEAAGowYKA0Ci4ulkU/kcv0IrCwurqxfakgJBPwIbAINvhEzDCN2w8+7zX5upu8Dw/igb2Yz+rmZfSs0r8WhxjKj7MiFdC7Dz/pqDKPm7BsVZkFjOK+STbVQrUply3AhHS6krWz5fYPzi8nGcqPs8I85g+YN0vW7JaSI/LKCc2slUBANXkk/+Cne+FFkW7nBf7ZU7j7YeCbxQER3iOMvr9ZwrUWyTtdvZt/WKYv5J3O7s9LYEkvm7ApDg/PnuaYrQ1rBV253bje2HM8dNGsCkf3ikCLKniF8kz+BjdfgmUQsUmYYxpZ3zdjXfYmhRN/XbY0fVW4xavqecT9DHH+bReeon+fujm8W3/KPxYCvhAZvUAGsvYL7xfMGObc5kl07os3hN7xYBwIbrMGLqbbthlFe1flPz4iOPdES4vjbJDq3mDha5hkS3yS+rUOMFigJaPAGgV5zBfeN5w1ybnMku2ZEm8NteLEeBDZWgyfPVBlGWeOVnGOAMv5mhjoPRrZRl7l8W+SjzqToJauZfJbs/rRKDGiX/arK/Do5Ywu5fVn69kDLwcqtBv1srTzYMnDbpf6USLV1Qfm2yH6z+8qk6t/MULf5nuVG1afdyVzzg5bOTaZv9x210tyyvbrx7O20y7GV9O3vYwe3b+Fuban8KKa4lf7xY8PYHX9gZ4GxxSuNhmG803FbOcdSLWXGrzu1U4yxiQGTDzPwlMU/YhbwjXzjxB68VM16jl8+UAlHdkes3+iPhIpKs2Zghi3e72t8l+dX7aCvUoIputkzI0tTm04ilK+yL1Ps5YO+o1YwbNl+sHMoVzlxr/Q1Byvp22cbq35F4WbF0rOBVeaDc0TOusVwvgQUILyAniU7aWyJxpsouu4vpr4sy2c+mCqdCMutldVH+9yVhTHmFFnZtvfM3PWBXFmZSXZYFXDL9oOx7x8s/rONXNEXfGStZVnj2cqmbAG8zsjAIAdqRCshjM6craGKs5JOnTHtEm88+4Bq/YzdpFCCca2rQGVhtNhT6vTRHEwrtxj+gac0QRYB7rvzT36InOtxVNQENlSDb3f+2q0uPjB5+1VzoGZLxOz+PpkcSia/76zeahjl5o9zzuWLN9oi5UaZvGbga5N/bEupgjE1cHCrYWytjp1NJIeSibMxSmfrwYEpmc7cj2a5sWV/rO8nbuinvrZPq2p6J+XXi6mOSJmxpbqlLzGUTP4UPxIpM8pr+uzb5XXyL9e53TU12+UtQ4l4lCSx8qSilSuTA7/bYjjJ9sX208eDf7XsTvZWG4aprP1YTBw1yspdisthHk9K0/LvymJ67na82jCq47fn0mn6FU8U+fnGZsi38oj59YBDfntMoypN0V8+SWZsPxK/MZmeS0/eiB/ZbhjbzPiV5O0pbpdrcN+VeHX5luqj3X3f93VfsLKZRwnmrUC/a2y0mf8keJbVnLXLUfWYH0uNlF/wXNslMjTQ/XFky4GaXBqcO3LWLYbzJuA8lLDFf3aqVYOHfWXNgciqGqxWusTZWFW5YehFL1KW9UXEdk7Oi6lOqjIynHjRVB6oIVccDc5Zy7LGs5XN7M7wgG9JJD/fUhYxY2cGBs7EU/z5mzTYONj4eaW8d6CTKmCZ2dvXuFXWXFHZjar4QxkjzEeDI0cba7ZGzC9F+2AFHgmz/fOMmiCnmeqo3mIYlS0p5yk/L0R2cjgofgIbqcF8cO8dVY18efL2y1X52WjnO4ZR81fZuRFN/7vxB2r/cooWsiqdxfSPH5cZ5Y0JVZVfJmO/NozfDYhaMvNXqo0DirRrHtHKHUORZMb47WWfZ1uXwau94WqV0gO/M4zyNvv5OT1olrkHAxaTx99xPLlNmXVGC/iCzMaOzogRcVqEh/GIeAzXPBYfuBtKo8zP5u/bO9piJU616oy/nvEOelnjkNOksBuxMqPMaWGpNMvKyqs6R5VrbPFepQTzViAX85WZgY/LHJ5eRLoG82XSekEzPv7p1wu3EOeOnHWL4bwJOMU9GX/XMH4dS6ph/zBeZay+LtrY3nlbrVD8LqdCiUr3Qd+kcw2P2/LGbPWBj3vp4bTygNxTNXj1WuYXz6s7w+8qL9vy6YBreIxrsFF2NOFE5Ap/onVV9rmBg4ahtFc+GmwYrtzxdA4MyHaKN0F6WUz21hhGVXzCCsq8EFnX4k9JENhIDeZjUN6hRTdX3n5F/qiOxTLmegjlSTkqJZOg4dnyWEq0ETM0luhJh/EaaK3/4o3vO7Eh5blVJsUYu32SpFCpqfQdH9Nzn5Q3CZ1zf6taZGxm4IDfYIA6+7iSipXz8VWRLqlaTd8zqt62FqYHTcNexSbNy79+bRbLxzefYfCsDnNjetb4KTUj1li0+mAkfcynBHmhewPGOxbtLSbx0Kb1SKRl+qtrMIWNp6D5w4TPSLhIJnfkiPQ9sac34utLwNZgzt9jWpT+KnuTqp0RIJFL/vhoz3e4Hg3FJVlywb/kRvVZFRrupW6o0w/Oo5b5xfPqzogs+zxhWw7oQ0h875Y6+MQYm+yrdg8+u8aiXXNG1D6oe8DSP5reJkhrl/JCJEjj3xIhsFk02OlIWeC19sun6eeX8fPV1lix3s465SfOixpoDQuXbTsQ67sxqW/A59XDGdEV47rp23+sXqP4aarvfphw3OIZtMaWafDZrt63O94x3o1PUvW2V1ppFzhpWEd+bZbQYLullvfoJLkPnyf4CLaV3/RcOvF51i4UfxR4p3NUJseYED/n8YjTdj7KC3W78qzVQMsSzF+Dq/vc/XTe/CmdGMcEHWmxIQrak4LrYUJPgOWKHFf69p1rj+H8Cdglq4a3bdmlDcp561AD4nytPnGKyhW/7QQGxQmf9/A+J/Ek1JB20vSDb8+b+NYyn3jOwxl+l+cJQD4EyF0Y0i9NO62TPAV9AtitwZ7JIC0dEfw/6cTmErS4w0o2H0TSRfwtDQIbqcG8UcvaLNp8/ZuDvNovrXr7p8OYp22dudEXO8BXXW2tUtZP8Rpo+P64K7D03aex8NR5LSPyRrpKfb+H6ObyIS3q/opuDR/4Fc/1qbZydZRMSYYOtaTkd74n/Z4PDN+fLF0osdB9+5G+0Zn0XHrm4UDjdkMb0sxSCtk0WCvBN1Agmdvszzr8Cs0rfzJsJem7IsyxwFiWyHkrDX5bAlrWHGf5IoMsheh+KHHuUouJHxu+P7k02NEwmewUdS/lQzaH75uoM8zjU0B5OONzl/BAzZT0Se+/Wmd5Co7/rprr+mjd49Vgw/dH1WDHhJUI0xDJk/hbGgQ2UoMZKYfo0uWC6d+IaBHPa5HdW3IS086LdPQRJ7o02/m5Bwm+YmKL9SqcrHXYsec+8r9Fr/M8I57HZ0sz7PP8QYG6jzTmJqeBed+OxldpMliZc83Ljbx987YI7vT1z+lk2/8zrB/vOmr/0hTav1oJ+muwKyP8o7cfrI346Q7bMWAtC3IlKC/mKWRRF3mN+OuOHBljzrIjcd3aYzh/Aq5+sNu0mENZTYM9lcXTD8729KkDsT5p+XWu4MPXmgbbzjsXqUc+BaTXKfVi+9jnLvGd772adlpp8BSc6uDKjuujdY+WTpbgt13M+qSoIVIux2EJENhQDWY0rOpaxeBl6h+4esT7zgaJ0Vp7Pth3MsYa7czalDz4JiL20qw29ev1O1sH1NXX9J1z9fbOqftb9mXqwR8jygYkfu/RxAxNBrvmrlR/fFsf35Mu37LMVatpu48XU19WGto6Hf0K/9Jk/NlCWXcmb9Jm9LkCeQZO+LIXp9Xm+coym+sdA7fs6F4ljxs+88E8xvLSYJ6oGjl6X1bmjWdHDkKuNwEbCO9CeeaDeeSs9q5Kz12crT2cm2vq186jesDnU+3b5Td8jMfuB+deYCHu8Qvd1Z3xu4unVzgNzv0gSM7khUiSw9+SILCxGsz4jg6jvCbus/FQ8tXbR3lW12CxunKVVbV8aWvOddHMWeFp2SHNs+VNrNjMsiRYOqb+9a/2rjq/eIVeVqzLg74umidJalTd2fmxtqCJkiqPxY6rG2RVB8Sxr8zn5Rtfs511kZrXEuNjG+8cT7o3QNuX+pcmY3mVIJdbvZQXk7F3DDX7PF+uFa0rk30HaEl8tvW6Lo30XRfNV6pnXZO1SuT45/oNYjhvArYGM7910Xxx+6p7k7RJBFqUSPsC7GWA1j60D+LKumi7mP0P/Bb9TtKcizMWbVmpyVXL/OLZWhedwxn/gPfMDVmea/1X6xxP4W36wUyui/Zf9Elm8kJk+YM/JUFggzWYscX7cdqza5RtO9DYdoY2oSbOdrcdN6t+JXfv5NN+Mcam+mpof/CRON/aK/b+lkX0/cEvU7HttD+409pn3E3vr1D2B8+crdl2oDEuvh1Kik3Gyu69xQdnasrIVWcDcffRmm1f2vuMXDHhX+1dGszYYqqlkvYHd/A9uHw3apnh7A8WiYptP2Xl+pjzhNhk4rPeW3Ul/f1Bwyir+pKn/9NtvlMiT9/Syc/Jt6pPuweGxObseOzTqoOeF2XY5ib/elC8asSwfvS3JfiXJr87jxKc+WsN7a7+yHJm4OuDleU1Ndp/jMHz9ZGyP3jI2u65hv3BQrP1Etn2eeORHHuTckeOf651Dc4vhvMl4GgwW7wRqzT0qvGr6sajNAmbLXD5Q0nEPFxtb8r33x/8ME6V7lc1YsN9kl4021hj11w7JuwDUQHLI0fO0Ab9JO0P3lb9eaMyH8wYW72W+cUzW1zFGf+AL6wGMzaXpBUSW6usDfdDyYEzMfPdg9Z7eRljeSGygeKg+AlsuAYTwsXJ5JlG6x1YBn+VD/2fDWIDfV5zaVY50EttrNdRZX1PFn+LU4S//8j7nqzFhz+2yRTosSByMPa9+51WM//si1mvHKI3bUU+ivWNZnus9a/2Hg3m7c73MUnA9Z4sGWR8LN3ZamWdfhDfTa/M8rwfS94l/q6kU1/bLyfq5i3vGnyb/Em+GoxeGhWp/rQ7IV64oRuhbIx2V28ti3wca/uyTf7G+Iu6Ki0P/dVIJrR6CS4+sF8oVr5NvKeMeDqSY+WLv5tMvCdLfwiQprS/Xq9WZpJfO29N4u9co3HCbGPRq0SON30y79FgEoRVYzhfAnJPKllavD8gg9Z6TxajFWY5NZi2sCu2vFP7guBMqs9+8ZxB/9tK7GyOQS3GlNeoWW+J4ovd5HywVSyr1DKfeOY35nLGP+ALrcGkspMJGVq8kak2v05or+LLD5FFCn+KnUBBNLjYIZZK/vjMQpV7JzdjLxNHDGV/88biyNrUbqxZpA4CIAACG0AAGrwBUIs1Sf/eXpYO30ZBgAZvFFmkCwIgUHgC0ODCMw+tRb5y+MhPziv/RE74sin9BZYbmEVo8AbCRdIgAAIFJgANLjDwMJuzlh/TipvUw5n03OTtoYH4Uf5W+sM/5r969u0QQIPfjh/uBgEQ2EwEoMGbqTQ2vy98KVO19Z8wyjVrN9TlQRudB2jwRhNG+iAAAoUjAA0uHGtYAgEQAAEQAAGVADRYpYFjEAABEAABECgcAWhw4VjDEgiAAAiAAAioBKDBKg0cgwAIgAAIgEDhCECDC8calkAABEAABEBAJQANVmngGARAAARAAAQKRwAaXDjWsAQCIAACIAACKgFosEoDxyAAAiAAAiBQOALQ4MKxhiUQAAEQAAEQUAlAg1UaOAYBEAABEACBwhGABheONSyBAAiAAAiAgEoAGqzSwDEIgAAIgAAIFI4ANLhwrGEJBEAABEAABFQC0GCVBo5BAARAAARAoHAEoMGFYw1LIAACIAACIKASgAarNHAMAiAAAiAAAoUjsA4a/PDxE/yCAAiAAAiAAAislcA6aHDhHhhgCQRAAARAAASKiAA0uIgKE1kBARAAARAIFQFocKiKC86CAAiAAAgUEQFocBEVJrICAiAAAiAQKgLQ4FAVF5wFARAAARAoIgLQ4CIqTGQFBEAABEAgVASgwaEqLjgLAiAAAiBQRASgwUVUmMgKCIAACIBAqAhAg0NVXHAWBEAABECgiAhAg4uoMJEVEAABEACBUBGABoequOAsCIAACIBAERGABhdRYSIrIAACIAACoSIADQ5VccFZEAABEACBIiIADS6iwkRWQAAEQAAEQkUAGhyq4oKzIAACIAACRUQAGlxEhYmsgAAIgAAIhIpAMBr8MrPw8PGT1K37N0bv4RcEQAAEQAAESpNAABr8MrOQunV/ZvbFysrrUD2vwFkQAAEQAAEQWE8CAWjww8dPZmZfrGcmkBYIgAAIgAAIhJBAABqcunUfPeAQhgpcBgEQAAEQWGcCAWjwjdF765wJJAcCIAACIAACISQADQ5hocFlEAABEACBoiAADS6KYkQmQAAEQAAEQkgAGhzCQoPLIAACIAACRUEAGlwUxYhMgAAIgAAIhJAANDiEhQaXQQAEQAAEioIANLgoihGZAAEQAAEQCCEBaHAICw0ugwAIgAAIFAUBaLBajNPnP951qH9aPRXE8auxsx1/uD7nb3p68NCOw+cD99HfubzOpjp2VXSM5nUpLgIBEACBoiYQFg0ebd+xq0L+Vr734Sftl8bn171kNokGz/1wpGrPt4/8swcN9ueCsyAAAiAQPgJh0uDmxPz8L/T79OHV9oNVlbWDT9cZ+CbRYD1Xv1z97GMlpxunwXd7dhakexryfvD85fpwj0Po4YVPIAACQRIIkwa3pxRSE9/t3fFhfEI5sw6Hm1GDl661VRREgx+f+bAwQ8Th1uCFZHPI5wLWoaIgCRAAgXUiEFoNnr/asGOXVOVXT6/96bPfv19Jg9VVO2s7rj6ReFKnKj4efDx59YvaffRtZN+hrhvPV+S3jD2/3nPovaqKHbsq/7P+D/961KfPBz8d7vnkP+nbit3vf6LeSJ3RU8M/3zgpkt39/iff3p1fmRvuqt+zW/jwpzHvULmrC/vL1c927Np7ZlJ68+pqy66d3XcZsx8F5oc7DvFMWePwlF+eSN/90T8ctvK7v2VQG5ZfmZZuUKZOKvPKHvGzDU2eFxmxRvu9/Ty6sj3FHl9o208ZbLu6wL3+5dH5Fu5hZJ/mhoX9UvNvOfbdhz7rHZ2X2DU35u6eb6/fy4uggi67q2Kbv3/pC5nNPb//U+oVN0oZPLwzQpz3HO4Z/lnyW2uh5E7nl9F4o4BfZWdtfvgUz76cFinIsIHMHv6CAAgUIYHQavD9P+3dcfi8bH+f/n3w8sPppRXGXk1fbtlX8dvzj0VhpU5VRKoq97ddnpxfevVqfvJqc/Wu/Wct2Zu/1lYZMduHJ5dW2NL03XhtVWXEWZP19H8OV0YOx+9Ozy+8mhff1l99LpKl5r6q8jct5+9OLy28ejp8as+Oqr37Pzx05u7ThVdLczypL5JL7oC5e/K9Xc3XhJKw+ctNFe/t2/nBd5arK6PtkSr+VGFLI93/tP+wpx9cVbmbHCO33bamz9dWVdZ+NzY9v7Qw//Tud4ciVZ9dtpZ3aeJHaWuGPN+q3tOVnzQ27W06n5qcn/+FZ2Hl7snqXXu+uPr0Fcf+xfvO7ABhf3/v7zsI+8Ir7sau/fJpQzO0cPdy/+jjeUrw+d0/HdpR1fx3i8/Sv07t2fF+Q//dpzQBMTl2fZLL89zlep7BOcZW5sbOHK6sPpUSDwRrK5TV0nmPF/2rV1Zg2KXJn4FCvSZOLVccgwAIBEsgTBqszAdfaq7etefkqEfkOEwappYdtdSpih37To45kJ/+xayoHeRSSrqyV136RM2r1OAV0suGhNIrm7v0yY59J+/ypPiVtpoyNn+5flfFkUuWQjPGrndU7Diljp0LD1IdVZVW54l6vZ9duPSFPbDpuK1Jo58G7/rkgrJq+npHRUTaGuvZuaPlsuL18wv1Fe/1CACa+JFDmiHPtw40cWXFb797LPuyjPLcRCnbZ1Q+HuzkRuRUil+c3RAxkQMDcz8c2bWzS+BWPLnbs3NH/Q927nkxfSYyvKZCWS2drIShwUpp4BAEQOAtCYRJg+110RU7Pvzi79l356itJIlBx7CtE2q3cuXGF85otsBIumvtTXpy/oCtjhZjRbHIhNlnj3gz5tYVsit1USkimtwVHd+FZHPkUN8kibeQENLa+qtcPRVDqsMiHY9pptiiJwx18ph01tnL5HZyjRos1dHKjye1yfgHuw79D5dHD/acbjiAnDR9Socucz+RMJLtypN8p5OHjJOasKCCco0u5ExHJaxmxPEbRyAAAiDwRgTCpMHW7C8fAnXt4n2aGvzi8Id7xdwtTWrKGU2l2RV8nEZcESeJThE/z41ar9Fzb47mXibO/9IcMB9CT52q5GJMHcSW5BLXAClyihte1fGYVhXC7ca6arDOnJxUnoqsY+saLz3Fbc3JXyYvf9t04IMP+fwuT0SMEyjXqwDpXrlFzTnIcotmiDE3qLzTUW+EBqvFgWMQAIG3JBBCDWaMz+O2iT4jzSNebuITt3M0H6yrjtZ68i8dDfbpafGenHhHx+r9YCnzPNkczT3/3v6HTDRfezXWvY8vvxL91LarC6PtETnQrXdPHYdFGl5xUgRvjf1gJb/errztMh1ojwXim+ETYgWZdp31gVyS0wHilMLTYSVnlB+LCV3VB5/SoYQog9Zogceuh4xjSFzrApV3OloUeax4/MAJEAABEMiXQCg1WEjCzg4xH8znYtUVqqlTlfn0g9lk32+d9VkEjGY05Vg0o3FpbVJQne/0NMQ5mntXUYx176s8eT7+ga24k/EPqtrPfrdXTpe6BG9NGsxc05yMueeDT9xw/NHy6xlOd67z12BKWZ8hdu4gtdOm4d1uiPIib9VHGd63toqSjn3mg8d6dkacxy/HouvZi3+Rq1DWkg40WOOMDyAAAutHIKQazNjdnj07Don9wWPd+yp+25Oae8VWXj2/O9hQ++Eeu2VXuj4CmippsgPNFxhP3z3fZO6054Od7rX1La2a1tZFq+LhETCPXafIUqcqq9/fo6xmGuvet/eDD/mItLhK63Qu/b2tMnK4b4JyRx19j/xrCsHkct9put61Lno+0WIPGHjXgT8+e6ii+tTwHGOvuCHHY38NZguj7dW79jQNjk2Ld6dMjl24mvqF35Y6VfHuvp1iOToVCi3PPvQ/1hS+I400Ml/12d9oXTpbmBw+2bR/f5W9R3k+Reuimy884uuip8cTo3wBOV/4ffDUMC3Pnp//ZXp8ePCq2CbuIeMYEnnRCmUN6WiEaSK/6tBf+Fp62X3XUOEDCIAACORNILQazOavtlRZ64/m5S7VHWIr592T70mB1JpdoqJqMGPscaLD2h/8m6b42PzwCbsfTBc/v55jf7A0wVnnbO710uDbguXqaP4VLWaWq5nohKbBjM2lxHbYCO9ZepRGUwhGO3ay7Q9mbH7sW7GDeVflb5ri/5of7lDyuzBpbfbd3fSD3PQlXXe5JE/PP/qh3UqwYvf7BxrPjwlZ4tgv3x+09wc39z+yF2urrJz92e8dPnl97vnlJluDaen1v777TOwwpq3Ag3IT19zwt037xZbiyL69hzuuCnH3kFENkceuYFjJNx3Xjc9TYk95lTWbIGHgLwiAAAislUBYNHit+cL1gRJwqV2gvsA4CIAACGxaAtDgTVs0YXYMGhzm0oPvIAACBSMADS4Y6lIyBA0updJGXkEABN6YADT4jdHhxuwEoMHZ2eAbEAABELAJQINtFDgAARAAARAAgYISgAYXFDeMgQAIgAAIgIBNABpso8ABCIAACIAACBSUADS4oLhhDARAAARAAARsAtBgGwUOQAAEQAAEQKCgBALQ4NSt+ysrrwuaSxgDARAAARAAgc1HIAANfvj4yczsi82HAh6BAAiAAAiAQEEJBKDBLzMLqVv3Z2ZfoDdc0KKGMRAAARAAgU1GIAANZoy9zCw8fPwkdev+jdF7+AUBEAABEACB0iQQjAZvsgcRuAMCIAACIAACARCABgcAHSZBAARAAARAgDEGDUYYgAAIgAAIgEAwBKDBwXCHVRAAARAAARCABiMGQAAEQAAEQCAYAtDgYLjDKgiAAAiAAAhAgxEDIAACIAACIBAMAWhwMNxhFQRAAARAAASgwYgBEAABEAABEAiGADQ4GO6wCgIgAAIgAALQYMQACIAACIAACARDABocDHdYBQEQAAEQAAFoMGIABEAABEAABIIhAA0OhjusggAIgAlGyxoAABTQSURBVAAIgAA0GDEAAiAAAiAAAsEQgAYHwx1WQQAEQAAEQAAajBgAARAAARAAgWAIQIOD4Q6rIAACIAACIAANRgyAAAiAAAiAQDAEoMHBcIdVEAABEAABEIAGIwZAAARAAARAIBgC0OBguMMqCIAACIAACECDEQMgAAIgAAIgEAwBaHAw3GEVBEAABEAABKDBiAEQAAEQAAEQCIYANDgY7rAKAiAAAiAAAtBgxAAIgAAIgAAIBEMAGhwMd1gFARAAARAAAWgwYgAEQAAEQAAEgiEADQ6GO6yCAAiAAAiAADQYMQACIAACIAACwRCABgfDHVZBAARAAARAABqMGAABEAABEACBYAhAg4PhDqsgAAIgAAIgAA1GDIAACIAACIBAMASgwcFwh1UQAAEQAAEQgAYjBkAABEAABEAgGALQ4DflPtpjmj033/TuDb8vYPemL8bMlgvTG55Nj4HMo/72+jrTNM36+J1lz9ehO7E0PvjNuZsvpN+vZ4dPN9fVmqZZ1/q/AeAlP1wuSdfW/DfgEF2zv743TF+P91ya8P0KJ0EgHwKh0OCbPdSmaj+BtO8a0E3eggTsXkAa/PpOb9Rs+WFqeXk58zwdXgmevtBa1zWcYYz9nGitjZ57ZIVe+kqrGe0ZfrG8nJlN09cb9ZNJ9UTre8df+6Wvu+R3RX7nAg7R/Jxc7ao7f64zO4fSq12G70EgG4HQaHBXMq3+ZJay5Ug9nx76quXi/6ln3vx4vC/aM6rcvj4tyNo8dPuguOM+XB/33Knm/TkgDf6/iy1me+hbxBdD7bX+cXvztBntG8+7FN7mwvTQV2bzwNTbJOG61x29AYeoy7vQfHRjDI3jcNSfQGg0WNM//7x4zi4Nd5n+bZnn0lVPTPQfMzUf1qUFWZuHHh9yeL0u7uVIf5WvAtLge73RzTxBsAo06+vxvqjZPeLXiSddLNwI0GiPGe2949sVzi8j+lWe6A04RHXvQvPJgzE0nsNRfwIh12Dq9/SMpO/0f9XA5wDrGrouTvAxunQqLk5ZQ9inranb9PjFrmP82sPNXRfEtYTm5mlq3dJj51oOm6bZ0K9O8fx7kJ+Ug+GxizQRx1uQkalEVxNPrbau5c8js0qDlc2QXQ65PJRpNsvsMF8fWHr8Qk+rlc+6hq/679jjk9kauNEeM3Zxamqo57/83PbcNX2hxRT5tRBNTFzoslg3dQ09Y5lHFy0CdQ1d1+wZSq7Bfxu/c7Y1Kgrmv3pHnttZZ2x5duTPLWJeM3pC+YoX6M3lqYQw0jXsI0VEVsyJmnVNXRcfiTynR761TvJy8nn2mk31toqp4rpow7EG+v3vodmsRb88e925vlUt3NUpTU1d6WqmQDLrjrX3jzlDlZlHiZ4TAolZ19AaT80qUMTheG/U7PqHzDcB4Xn596DlvAhDGc/O7S/GL55ubeBGzbqG9gE7FqgselLpOwPtVsEdk9D40H37Ncc9xpZHuk1TJP76Zk+t/twpjNkuMcayV0DHMcb8o/eta5BlguKB56y2zqkvr6cHY9qYwcT5ZrOpf+K14/M5URC1dS2nh6Ykb0rTN0FR5WMXp9N3zvG603Ce2oibpyWutVUQRnXgeq9oWOrqW3udSMheXv6NgEYaH0JHIDQarI9FZ5aF2lETUFd3uLX/3mxmaTnz83h/q+n0IdTGQpQM9ZOiXcnp5dds+dlwV73ZesmSjZunzYav2puPx4cnZtNpmb5TnjQn7ekHm2ZD1/BUZvn1cmaKUnPG7rIbcpK0mjBNLZbH4tzDqXQmk0lPDXdHTWdazuMDWx6/dvEmOcCWX4yfiyl59+iEZXe0x6ytqyO300TM5bbnLpcGm3V1LWdGpuYzmfmJwVbTrG9oEASWMlPJrqjZ3G8NXlI7YtY2dF4Yn6WLp0bONJvRnhHrEYH6c2Zr//iLZbacHj/fSuunxOQCFVl7+1cNnQM3p9JUDhouWhB0J15vRrvJfQJERqO99+RVHv/lF4xN9Tebzb1CDtMjPfV82ph/7Vv005dazVoeV5mMFVdfyUFujxU3pfqGlm+Eh7OUO7PZeqRbGumqjXZdm6JsLWVmJ4ZH1Ec94euzwWaz9eLP0nEthvmTTbaVbkvjQxduTs0vM7acvneuxTS7rgt6dFddXV3r+fHZeZpIJpdqu0Y48InzDeaJhCPCNDAT7b0jrC/TB+/Qt+oSHWevgDIT/K8negnjW9eg1+O9PB6mlxhbmqb60sofkRljzwZbbPLqMfkcjR6ThcurgClm3xljORIc7TGPtbcfb44neRvBAbo0OO8KwtLX2nmApakO3OtvrY3Gx1YvL8Y8GDXI+BA+AqHRYPH0L/+VukXVyWy94rQhLNVj1satNkRtLKhoqOmP/tn6kj7TCpdeMb1GdanWrojegvSEPrUgdmtF10//jRpP3q/JZUhL2uNh4oTZ8BelYdZ6Kh4ftLTY8j+6zGOyA+/RCevaXG5bnXt1sbdbXez0GWP8OUO21wRg8Lg9Uso1WG3cX0+cOya/pRtbE85aX1pIZfXGeIE28x6GnjnrExXZsXPUm5E/d/4cNbOro7yKqRnRC4t3ZVxFz7F3Ju1RBcZeJChWhNh72KqJUyBpQ7jpxAnZVaLcKRm3nVMP1AB2P6Xl1GA1EUbyKTpqjHnLYqTHNONj/AZ6NHFcohBSnKeQttna6atBy8srawW0b6EDT/TmCsV8axApmeKwVkxUJVuo77tMfWInqLw+85V8YuFIrgTJYbPrH0pUePrBTgVcpYLQaIfKTQnjnOXlxahBxofwEQiNBmt9UJszVafmwWf2Z11F1MaCLvG0AhP9DbLPQU2n78inlbbnXt4QjyhioDTEnosVQ4qvYlhMPk/QMzg1jq6cKg/anmS1tPS8e3TCujaX23oK/AYlU1yrvhlxbLrxqgpBx81/s4em6SY7I2qaPDUSDPMMfzaiNPWJAMceHY18I/XMPq/mVD22L+AHLqPKAxN3zFX01BlVyoVSUHLnsaImTtlUKTFV/qcvtppmQ/u55ES2RdtqUmRWg6z4oOfO+8mmLTzXy0INJHpEkOM3pHxSuSnJ2Uut9kyEY0J1iY6zV0DnHr/alysUVQ95KllqkJJNYYymS1svyRF+PiLdfFyOQotLvD4rLUOuBMnhrmF9Nah6PR2rRa+CItNK8bm/4g/QVufBW3dUGuqxyA/+DTeBItBgva1U20dXoNNH7491u1qX/IrUE/qqIX6D03rmNKQl7uOhnh1FunyeIV6np5Ln2mMN1iwgZU5uWfa4Z9n1nHfclpPcufrB6jSky3m1idGOLcs2YTrw/oiU3WlqtLRWzP5GzZF6bF8gDqjz3XJunA+Z8LFodRrCmgG1b/FJR2lAPd+qDO1s2omp3zJRZMfqTLGAwDPWrl28Jg1OTw2fbW851sBn2Tlfq7AUzy2ftGCmnl8Tn0NID7U7swn8Ur56QHuScrnkLS8PHMlBM0onPVc6eadkvT/uqiHiwec6ZbiecmfKURbhitdnR4OJlffHWgfncVh9snQdkym3IaUgKCnvj6i8ymUWOxWdemx9jT+hJlBKGky9TDmc6Ck0b9OpX+IJfU+FdFqQnIa0ZF21dI39YFpAW88npEWiqkvqsWrSc95x269ZpPlCZU2WplUu5zXdpXZE7VGpLZT/CKdw0p2m6jodv3E/mLohl1r5+jDT9CzH0/LFpxLX1A92U9J71ZRfydDOT/rfiZ4GZf5efqEVh7sd97bO8jY5i8mnmumkEs/eu/RgpllqGntwxFimml8/WJdGT4DJxHSjfsHm5D3vGjTyjd+MtTTJMjd76s327q6osxZBSKM+1qLUu1wJ+mVN4awy5x64g1kpCBpoybaJTrnMyoiKTj2284mDEBMoJQ1mfNgty1yjWpf8ytMT+p4K6bQgOQ1pibtrqXsajOWaD6YpJXWnCjmwHv1gZYCdz2VK/XAjcjuvth10rC32UTNypzfqmn+1objTtL+wDtzTdYwpE2k+XSvl/qnB49GelDaZJ75154vOuqfrtIlGXvS5KKkzlDwYfFY2MUZrFyRb208xI+tsAdaAqITtO/gB7+UrW+E5//z6wUKwG87f9G58UkfsHXuqS+qxuMJTL+SNG1KDaH2AWO0szSh/MzdPi7UCmZFvotFv5IpA8lmbi2V8QYJYcZcrQb+sqcGjHpMbbjhK8fHq4Jpalp4rl1mnVHTqsbwDf8NMIDQarK+LTlvv6HBHud4K0wO+2fq3KVq3zFfYilXHtFhXvO9jajxx7Y5Y0OWuP+5CnepvMqOnR2gVo1is66mQigazHIa0hD0eioVOXcmpzNLy8rxrXbTLBxJs86sEdX2WM1PX4+3HGt5Wg9NDnbUmLaBdYmIBLQ1sSp1wI3LDV9sOOo7WtxBqSkpkRC5+Znxa9Hh8hJY+p9Pp2YnUxZF/czDuNDVa9MHu8M0vL1uLsZWxDU+hOPf/fLHVbBnU9qBYX7rzxU+T2It10ctyvb29Omk1SnXRaEP38BR5KBYht1rqmL4zdGWcL11my/MTF7/y2wdME59KD0kDohJ2ckZHNIxstv+vFQsjZ9obGuyJc+9dnnb8Tm+0qVldnMVTz3NddJ79YFf06lWV23ujGsTXyXdeHP9ZVukrQ6JKZ0Z7orXtQ2LpX2a4q1YupyKk0Wg9Xxe9bG0NiJ6RLzYVC+/9EvQOnuvjDWvpB/NRGbO2OX7drgMjF6+LTQW5y8uNMf33TtN03qSmhwU+hYBAaDTYNXli9f+0Forj1lvh9KjcgddnLYfWNmjWt7T/MC6m5HwbYrUAlyesjcV17bSp1Fsh1RaEMZbNkJomNZ4+Hsodt+p+R36b24fnI73qNt8XQ+1v2Q9mLHPnnNxES3tM00pfzY3IDV9tO6Yvxhr6H2XZBExSOjtytl3soDVr6xpO9IyI15m503TR4h8zE377g/lXeunrN6dHuqNKFDnbqd35krep+4m1/cGrUxqeuGDvD5abcamw7/SekPO1ddFW17ZUy26W/cH0rUpYein/zqasUDcPt/SmZukZIu9+MO3catLHLaiMqHsoNzhJM67unbe8sheBO3o9V75ZDWKZicRpaxu6WRdt+WpwfImxzEiPvdie+575R5e18YH7PDg20mvvD1Y3f1PV9UvQr8q/jQbTkrfUuXbxJgCTNov3XBcz795S1p6ZXBiXUz11tQ398m2mSjnhMBwEQqHB4UAJLzcxgenEibrmM8MTVm8pnZ4a6Wmye4rr6Xg2Rc/fBo2u+78nK/801nolLSd2Xgwi7uZTBmIb8VqT29TXe58bNrW7cK7ICUCDi7yAkT0iQM2ue1cJLaTSF0+tC6u312A+96wP8K6LZzkS8ZFbmulw9tTmuDd0X0GDQ1dkRe0wNLioixeZEwRoBjfafmnCeu/WUmZq9FyrPUG4rpTWQYNpS7H8f5PW1TdPYsvLS8vLz2/2NrnlNtf/m+RJJWQnoMEhK7AidxcaXOQFjOwJAur0vFkXbTjRkxB7hdcb0Lpo8Ho7lS29O3H+XxE3nB5WX3We7eoiOQ8NLpKCLJJsQIOLpCCRDRAAARAAgdARgAaHrsjgMAiAAAiAQJEQgAYXSUEiGyAAAiAAAqEjAA0OXZHBYRAAARAAgSIhAA0ukoJENkAABEAABEJHABocuiKDwyAAAiAAAkVCABpcJAWJbIAACIAACISOADQ4dEUGh0EABEAABIqEADS4SAoS2QABEAABEAgdAWhw6IoMDoMACIAACBQJgXBo8MvMwsPHT1K37t8YvYdfEAABEAABECgOAiHQ4JeZhdSt+zOzL1ZWXhfJkw+yAQIgAAIgAAKMhUCDHz5+MjP7AoUFAiAAAiAAAkVGIAQanLp1Hz3gIgs7ZAcEQAAEQICFoh98Y/QeigoEQAAEQAAEio9ACPrB0ODiCzvkCARAAARAAP1gxAAIgAAIgAAIBEYA/eDA0MMwCIAACIBAiROABpd4ACD7IAACIAACgRGABgeGHoZBAARAAARKnAA0uMQDANkHARAAARAIjAA0ODD0MAwCIAACIFDiBKDBJR4AyD4IgAAIgEBgBKDBgaGHYRAAARAAgRInAA0u8QBA9kEABEAABAIjAA0ODD0MgwAIgAAIlDgBaHCJBwCyDwIgAAIgEBgBaHBg6GEYBEAABECgxAlAg0s8AJB9EAABEACBwAhAgwNDD8MgAAIgAAIlTgAaXOIBgOyDAAiAAAgERgAaHBh6GAYBEAABEChxAtDgEg8AZB8EQAAEQCAwAtDgwNDDMAiAAAiAQIkTgAaXeAAg+yAAAiAAAoERgAYHhh6GQQAEQAAESpwANLjEAwDZBwEQAAEQCIwANDgw9DAMAiAAAiBQ4gSgwSUeAMg+CIAACIBAYASgwYGhh2EQAAEQAIESJwANLvEAQPZBAARAAAQCIwANDgw9DIMACIAACJQ4AWhwiQcAsg8CIAACIBAYAWhwYOhhGARAAARAoMQJhECDU7fur6y8LvFyQvZBAARAAASKj0AINPjh4yczsy+KDz1yBAIgAAIgUOIEQqDBLzMLqVv3Z2ZfoDdc4sGK7IMACIBAkREIgQYzxl5mFh4+fpK6df/G6D38ggAIgAAIgEBxEAiHBhfZgw+yAwIgAAIgAAKMMWgwwgAEQAAEQAAEgiEADQ6GO6yCAAiAAAiAADQYMQACIAACIAACwRCABgfDHVZBAARAAARAABqMGAABEAABEACBYAhAg4PhDqsgAAIgAAIgAA1GDIAACIAACIBAMASgwcFwh1UQAAEQAAEQgAYjBkAABEAABEAgGALQ4GC4wyoIgAAIgAAIQIMRAyAAAiAAAiAQDAFocDDcYRUEQAAEQAAEoMGIARAAARAAARAIhgA0OBjusAoCIAACIAAC0GDEAAiAAAiAAAgEQwAaHAx3WAUBEAABEAABaDBiAARAAARAAASCIQANDoY7rIIACIAACIAANBgxAAIgAAIgAALBEIAGB8MdVkEABEAABEAAGowYAAEQAAEQAIFgCECDg+EOqyAAAiAAAiAADUYMgAAIgAAIgEAwBKDBwXCHVRAAARAAARCABiMGQAAEQAAEQCAYAtDgYLjDKgiAAAiAAAhAgxEDIAACIAACIBAMgf8PAeQTACm2elAAAAAASUVORK5CYII=) What do you mean by "for the tests to be randomized"? I'm asking because there are several ways to interpret "for the tests to be randomized". First you have this batch code: <batch> / selectionmode = random / file="pictureiat_MV.iqx" / file="pictureiat_PV.iqx" </batch> That'll just randomize the order of the two IATs -- some participants will get MV first, PV second, others will get PV first, MV second. This is not based on group number or any other input. Then you have the counterbalancing of block order (compatible first vs incompatible first, i.e. two orders) in the IATs themselves. That is based on group number. Odd group number: Compatible blocks first. Even group number: Incompatible blocks first. If you want that latter part to be randomly assigned, choose "Random without replacement" and indicate 2 as the total number of groups in the experiment Yes, this is the randomisation I was referring to, i.e. assigning based on group number. I would also like the order of IAT to be randomised -which has been done with the script. Thank you so much.
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