Subject Number Block Number Trials per Block Accuracy Best Model by BIC BIC Score Best Model by NLL NLL Score 101 1 50 0.9000000000 Unidimensional_X 43.1800280914 Equal_GCC 17.6778137197 101 2 50 0.9800000000 Equal_GLC 17.7681292194 Unequal_GCC 2.6983281291 101 3 50 0.9800000000 Unidimensional_X 20.4013620389 Unequal_GCC 3.9759586741 101 4 50 0.9800000000 Equal_GCC 11.9285528607 Unequal_GCC 0.0957925200 102 1 50 0.7000000000 Unidimensional_Y 65.8321945950 Equal_GLC 28.8458300607 102 2 50 0.8400000000 Unidimensional_Y 49.1475133654 Equal_GLC 20.6025981189 102 3 50 0.8400000000 Unidimensional_Y 58.7174220891 Equal_GLC 24.7735290800 102 4 50 0.8400000000 Unidimensional_Y 51.1346385019 Unequal_GCC 21.5875633745 103 1 50 0.6400000000 Equal_GCC 67.9731025914 Unequal_GCC 28.0097123317 103 2 50 0.6000000000 Guessing 69.3147180560 Equal_GLC 31.0007398837 103 3 50 0.5600000000 Guessing 69.3147180560 Equal_GLC 33.1493114050 103 4 50 0.5600000000 Guessing 69.3147180560 Unidimensional_Y 33.8522646868 104 1 50 0.5400000000 Guessing 69.3147180560 Equal_GLC 32.5944408011 104 2 50 0.8800000000 Unidimensional_X 38.2938767662 Equal_GLC 14.6236400721 104 3 50 0.8200000000 Unidimensional_X 49.7106284022 Equal_GCC 20.3221778128 104 4 50 0.8600000000 Equal_GLC 36.5443997792 Equal_GLC 12.4041653814 105 1 50 0.5200000000 Guessing 69.3147180560 Unequal_GCC 31.2058843868 105 2 50 0.5400000000 Guessing 69.3147180560 Unequal_GCC 34.6022706397 105 3 50 0.6000000000 Guessing 69.3147180560 Equal_GLC 32.7696992176 105 4 50 0.8200000000 Equal_GLC 45.8842317271 Equal_GLC 17.0740813554 106 1 50 0.7600000000 Equal_GLC 53.2379256121 Unequal_GCC 20.2374543096 106 2 50 0.7600000000 Unidimensional_Y 47.0055405631 Equal_GLC 19.5907131110 106 3 50 0.5200000000 Biased_Guessing 56.6028191486 Unequal_GCC 23.6964319969 106 4 50 0.6600000000 Unequal_GCC 68.5633657479 Unequal_GCC 26.4576368631 107 1 50 0.6800000000 Equal_GLC 64.9989351547 Unequal_GCC 24.7858637247 107 2 50 0.8600000000 Equal_GLC 35.7766618116 Equal_GLC 12.0202963977 107 3 50 0.7600000000 Equal_GLC 56.1345778105 Unequal_GCC 20.5829380480 107 4 50 0.7800000000 Unidimensional_Y 63.2503009924 Equal_GLC 27.2223410143 108 1 50 0.6800000000 Equal_GLC 56.8987044089 Equal_GLC 22.5813176963 108 2 50 0.9200000000 Unidimensional_X 41.3175110384 Equal_GLC 16.3774905439 108 3 50 0.8800000000 Unidimensional_X 46.9172525097 Unequal_GCC 17.5843218462 108 4 50 0.8000000000 Equal_GLC 44.8060887927 Unequal_GCC 16.3582853981 109 1 50 0.9200000000 Unidimensional_X 38.2621776365 Equal_GCC 14.6958685761 109 2 50 0.9800000000 Unidimensional_X 11.1766214252 Equal_GLC 1.4461270075 109 3 50 0.9800000000 Unidimensional_X 16.6482127094 Unidimensional_X 4.4120833493 109 4 50 1.0000000000 Unidimensional_X 7.9596283169 Unidimensional_X 0.0677911530 110 1 50 0.5400000000 Guessing 69.3147180560 Biased_Guessing 34.2964900126 110 2 50 0.8800000000 Unidimensional_Y 40.8282183008 Equal_GLC 16.1715081826 110 3 50 0.9000000000 Equal_GLC 38.6953752558 Equal_GLC 13.4796531198 110 4 50 0.9000000000 Unequal_GCC 31.5066769393 Unequal_GCC 7.9292924588 111 1 50 0.9200000000 Unidimensional_Y 31.5345605808 Equal_GLC 11.1668772650 111 2 50 0.9800000000 Unidimensional_Y 7.9596283169 Unidimensional_Y 0.0677911530 111 3 50 0.9200000000 Unidimensional_Y 37.9262141418 Unequal_GCC 13.3129031146 111 4 50 0.9800000000 Equal_GLC 11.8716513223 Equal_GLC 0.0677911530 112 1 50 0.8600000000 Unidimensional_X 46.0706583581 Equal_GLC 17.2414945197 112 2 50 0.9800000000 Unidimensional_X 15.2455415235 Equal_GLC 3.6674367682 112 3 50 0.9800000000 Unidimensional_X 20.6119295359 Unequal_GCC 2.5532630914 112 4 50 0.9400000000 Unidimensional_X 24.3966742298 Equal_GLC 8.1496572733 113 1 50 0.9400000000 Unidimensional_X 24.4238791440 Equal_GLC 8.2829010349 113 2 50 0.9400000000 Unidimensional_X 33.3562036563 Unequal_GCC 11.5206337290 113 3 50 0.9400000000 Unidimensional_X 16.7807891785 Unidimensional_X 4.4783715838 113 4 50 0.9400000000 Unidimensional_X 23.1614927948 Equal_GLC 7.4952279602 114 1 50 0.8000000000 Unidimensional_Y 57.4864517782 Equal_GLC 23.6798205671 114 2 50 0.9400000000 Unidimensional_Y 26.4028992680 Unequal_GCC 8.9904090935 114 3 50 0.9400000000 Unidimensional_Y 42.6461439423 Equal_GCC 16.3491026162 114 4 50 0.9200000000 Unidimensional_Y 34.6194777213 Equal_GLC 12.2269176068 115 1 50 0.7400000000 Unidimensional_Y 57.6991926008 Equal_GLC 24.7322486862 115 2 50 1.0000000000 Unidimensional_Y 7.9596283169 Unidimensional_Y 0.0677911530 115 3 50 0.9600000000 Unidimensional_Y 13.9452610414 Unidimensional_Y 3.0606075153 115 4 50 1.0000000000 Unidimensional_Y 7.9596283169 Unidimensional_Y 0.0677911530 116 1 50 0.9200000000 Unidimensional_X 33.1712094775 Unequal_GCC 12.3265921949 116 2 50 0.9600000000 Unidimensional_X 7.9596283169 Unidimensional_X 0.0677911530 116 3 50 0.9800000000 Unidimensional_X 7.9596283169 Unidimensional_X 0.0677911530 116 4 50 0.9200000000 Unidimensional_X 34.6016873547 Unequal_GCC 13.2179947896 117 1 50 0.7200000000 Equal_GCC 65.6204106961 Unequal_GCC 26.4187646490 117 2 50 0.8400000000 Equal_GLC 45.2256356007 Equal_GLC 16.7447832922 117 3 50 0.8800000000 Unidimensional_X 37.9036192268 Unequal_GCC 14.7736275675 117 4 50 0.9400000000 Unidimensional_X 23.9169411141 Unidimensional_X 8.0464475516 118 1 50 0.8600000000 Unidimensional_Y 43.2375455519 Equal_GLC 17.2763877323 118 2 50 0.9000000000 Unidimensional_Y 35.6839014573 Unequal_GCC 13.2197087705 118 3 50 0.9000000000 Equal_GCC 31.5672084923 Equal_GCC 9.9155697380 118 4 50 0.9600000000 Unidimensional_Y 21.0811682765 Equal_GLC 6.6113254189 119 1 50 0.5000000000 Guessing 69.3147180560 Biased_Guessing 34.6173483545 119 2 50 0.5200000000 Guessing 69.3147180560 Biased_Guessing 34.0146000096 119 3 50 0.6400000000 Guessing 69.3147180560 Equal_GLC 32.3596200271 119 4 50 0.5200000000 Guessing 69.3147180560 Equal_GLC 33.7672434974 120 1 50 0.8800000000 Equal_GLC 45.6410387437 Equal_GLC 16.9524848637 120 2 50 0.9600000000 Unidimensional_X 20.2054781079 Unidimensional_X 6.1907160485 120 3 50 0.9400000000 Unidimensional_X 7.9596283169 Unidimensional_X 0.0677911530 120 4 50 0.9400000000 Unidimensional_X 22.4358938304 Equal_GLC 7.3056982019 121 1 50 0.6400000000 Unidimensional_X 68.8142232444 Unequal_GCC 29.6186624793 121 2 50 0.8000000000 Unidimensional_X 53.0587925444 Unequal_GCC 20.4908738359 121 3 50 0.8200000000 Unequal_GCC 42.0017936696 Unequal_GCC 13.1768508240 121 4 50 0.9000000000 Unidimensional_X 29.3774435033 Equal_GLC 10.7609832257 122 1 50 0.5600000000 Unidimensional_X 65.1844730158 Equal_GLC 28.0577608718 122 2 50 0.5600000000 Guessing 69.3147180560 Biased_Guessing 33.2032063282 122 3 50 0.5000000000 Guessing 69.3147180560 Unequal_GCC 29.4150094897 122 4 50 0.9600000000 Unidimensional_Y 7.9596283169 Unidimensional_Y 0.0677911530 123 1 50 0.9000000000 Equal_GCC 33.5261759013 Unequal_GCC 10.2909016838 123 2 50 0.8800000000 Equal_GCC 28.9113284596 Unequal_GCC 7.5036315338 123 3 50 0.9200000000 Unidimensional_Y 30.0354762315 Equal_GLC 11.0758256371 123 4 50 0.9400000000 Unidimensional_Y 26.6076324976 Equal_GLC 8.7874473400 124 1 50 0.7600000000 Unidimensional_X 58.9520675074 Equal_GLC 25.4827450566 124 2 50 0.9800000000 Unidimensional_X 19.4578619001 Equal_GLC 5.8152891309 124 3 50 0.9800000000 Equal_GLC 11.8716513223 Equal_GLC 0.0677911530 124 4 50 0.9400000000 Unidimensional_X 25.3774584132 Equal_GCC 8.7481226418 125 1 50 0.7400000000 Unidimensional_X 60.5036153553 Unequal_GCC 24.4496346293 125 2 50 1.0000000000 Unidimensional_X 7.9596283169 Unidimensional_X 0.0677911530 125 3 50 1.0000000000 Unidimensional_X 7.9596283169 Unidimensional_X 0.0677911530 125 4 50 0.9600000000 Unidimensional_X 20.5415621391 Equal_GLC 5.5839941304 126 1 50 0.8800000000 Unidimensional_Y 44.6638342094 Equal_GLC 18.1530239549 126 2 50 0.9600000000 Unidimensional_Y 14.6113717881 Equal_GLC 3.3326308246 126 3 50 0.9400000000 Equal_GLC 25.0769885154 Equal_GLC 6.6704597496 126 4 50 0.9600000000 Unidimensional_Y 25.8485264159 Unequal_GCC 7.9359462217 127 1 50 0.7800000000 Unidimensional_Y 59.1396869406 Equal_GLC 25.5576591591 127 2 50 0.8800000000 Unidimensional_Y 31.7957304313 Equal_GLC 11.8929935872 127 3 50 0.9000000000 Unidimensional_Y 28.0828137418 Equal_GLC 9.8189699177 127 4 50 0.9400000000 Unidimensional_Y 14.3473956712 Equal_GLC 3.2013972928 128 1 50 0.6600000000 Guessing 69.3147180560 Equal_GLC 30.8520835116 128 2 50 0.9200000000 Unidimensional_X 34.8192216303 Equal_GLC 13.4714767483 128 3 50 0.9000000000 Unidimensional_X 40.2547458729 Unidimensional_X 16.2153499310 128 4 50 0.8200000000 Unidimensional_X 59.5286588764 Equal_GCC 25.7369134614 129 1 50 0.8400000000 Equal_GLC 35.2100948704 Equal_GLC 11.7370129270 129 2 50 0.9200000000 Equal_GLC 36.7997875626 Unequal_GCC 12.0950256846 129 3 50 0.8600000000 Unidimensional_X 49.0631392846 Equal_GLC 20.5124842832 129 4 50 0.8800000000 Unidimensional_X 34.0673789085 Equal_GCC 13.0400185636 130 1 50 0.8000000000 Unidimensional_Y 54.8406612179 Equal_GLC 22.9458181434 130 2 50 0.9000000000 Unidimensional_Y 42.3972690128 Equal_GLC 17.1258394345 130 3 50 0.7400000000 Unidimensional_Y 66.8097058761 Equal_GLC 29.3565271151 130 4 50 0.7600000000 Unidimensional_Y 59.6276932698 Unequal_GCC 24.0125227528