"participant_id"	"model"	"AIC"	"p_V1"	"p_V2"	"variable"	"x"	"value"	"AICc"	"generating_model"	"generating_x1"	"generating_x2"	"generating_x3"	"generating_x4"	"generating_b0"	"generating_b1"	"generating_b2"	"generating_b3"	"generating_b4"	"model_recovery_svs"	"iter"	"algorithm"	"xtol_rel"	"maxeval"	"tau"
"SBIDE6J"	"rw"	39.6850827672289	1.64356417052296e-05	1.8968675359808e-05	"coefs"	"z_(Intercept)"	"1.14105604292193"	40.0102860192614	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"rw"	39.6850827672289	1.64356417052296e-05	1.8968675359808e-05	"coefs"	"z_V1"	"-9.51303979171773"	40.0102860192614	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"rw"	39.6850827672289	1.64356417052296e-05	1.8968675359808e-05	"coefs"	"z_V2"	"8.99584059824732"	40.0102860192614	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"rw"	39.6850827672289	1.64356417052296e-05	1.8968675359808e-05	"coefs"	"(Intercept)"	"2.08266458165284"	40.0102860192614	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"rw"	39.6850827672289	1.64356417052296e-05	1.8968675359808e-05	"coefs"	"V1"	"-0.567105833287472"	40.0102860192614	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"rw"	39.6850827672289	1.64356417052296e-05	1.8968675359808e-05	"coefs"	"V2"	"0.538892360727497"	40.0102860192614	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"rw"	39.6850827672289	1.64356417052296e-05	1.8968675359808e-05	"coefs"	"alpha"	"0.45959628892831"	40.0102860192614	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"rw"	39.6850827672289	1.64356417052296e-05	1.8968675359808e-05	"x0"	"alpha"	"0.457835975871421"	40.0102860192614	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"z_(Intercept)"	"1.07772515202521"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"z_V1"	"-10.5769545771828"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"z_V2"	"9.74296525251389"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"z_V1u"	"0.215049555946564"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"z_V2u"	"-0.527570154968328"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"(Intercept)"	"3.44584382318885"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"V1"	"-0.640732980137764"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"V2"	"0.590867006716664"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"V1u"	"0.0264763985654286"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"V2u"	"-0.067326727948715"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"alpha"	"0.408666651404353"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"coefs"	"pi"	"0.936301955644911"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"x0"	"alpha"	"0.457835975871421"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty"	44.5330779032821	7.77996948790384e-05	7.93304560069192e-05	"x0"	"pi"	"0.159076388981193"	45.4664112366154	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"coefs"	"z_(Intercept)"	"1.09115179748913"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"coefs"	"z_V1"	"-9.91235543161465"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"coefs"	"z_V2"	"9.34442464409605"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"coefs"	"(Intercept)"	"2.20536463315296"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"coefs"	"V1"	"-0.593107229635936"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"coefs"	"V2"	"0.561084592345732"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"coefs"	"alpha_pos"	"0.417071971289056"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"coefs"	"alpha_neg"	"0.457541917652684"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"x0"	"alpha_pos"	"0.457835975871421"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"seplr"	41.5486621992104	2.84492948118623e-05	2.83000828380809e-05	"x0"	"alpha_neg"	"0.802693213236053"	42.040465477899	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"z_(Intercept)"	"1.09498965370836"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"z_V1"	"-10.6526830083632"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"z_V2"	"9.83601184650284"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"z_V1u"	"1.15312073315869"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"z_V2u"	"-1.28681696244804"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"(Intercept)"	"3.50475182350103"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"V1"	"-0.658268115825079"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"V2"	"0.606373237684203"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"V1u"	"0.162707723333131"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"V2u"	"-0.187908021143074"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"alpha_pos"	"0.48542285605602"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"alpha_neg"	"0.304112940100594"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"coefs"	"pi"	"0.686884556532407"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"x0"	"alpha_pos"	"0.457835975871421"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"x0"	"alpha_neg"	"0.802693213236053"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"uncertainty_seplr"	46.2153127012625	0.000125496052454249	0.000101289833646179	"x0"	"pi"	"0.159076388981193"	47.4253967348759	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"surprise"	35.9570540093193	0.00176049687195735	0.0015692034710997	"coefs"	"z_(Intercept)"	"2.43961861791892"	36.6512688853523	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"surprise"	35.9570540093193	0.00176049687195735	0.0015692034710997	"coefs"	"z_V1"	"-17.9509243773227"	36.6512688853523	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"surprise"	35.9570540093193	0.00176049687195735	0.0015692034710997	"coefs"	"z_V2"	"18.2358959699722"	36.6512688853523	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"surprise"	35.9570540093193	0.00176049687195735	0.0015692034710997	"coefs"	"(Intercept)"	"0.955483369626699"	36.6512688853523	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"surprise"	35.9570540093193	0.00176049687195735	0.0015692034710997	"coefs"	"V1"	"-1.11412471371591"	36.6512688853523	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"surprise"	35.9570540093193	0.00176049687195735	0.0015692034710997	"coefs"	"V2"	"1.12592655636232"	36.6512688853523	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
"SBIDE6J"	"surprise"	35.9570540093193	0.00176049687195735	0.0015692034710997	"coefs"	"l"	"0.234961737242178"	36.6512688853523	"surprise"	0.13	0.44	2.28	n/a	0	-1	1	n/a	n/a	"random"	1	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"SBIDE6J"	"uncertainty_surprise"	18.8109304186816	0.982273569948818	0.982328295196894	"coefs"	"(Intercept)"	"-49.0916227345445"	20.3363541474952	"surprise"	0.93	0.98	3.44	n/a	0	-1	1	n/a	n/a	"random"	2	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"SBIDE6J"	"uncertainty_surprise"	24.7872842653537	0.184818258728038	0.184396046649903	"coefs"	"z_(Intercept)"	"11.4190367509877"	26.3127079941672	"surprise"	0.22	0.65	1.78	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"SBIDE6J"	"uncertainty_surprise"	24.7872842653537	0.184818258728038	0.184396046649903	"coefs"	"(Intercept)"	"71.4252229631334"	26.3127079941672	"surprise"	0.22	0.65	1.78	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"SBIDE6J"	"uncertainty_surprise"	24.7872842653537	0.184818258728038	0.184396046649903	"coefs"	"V2"	"26.5754704951017"	26.3127079941672	"surprise"	0.22	0.65	1.78	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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"SBIDE6J"	"uncertainty_surprise"	24.7872842653537	0.184818258728038	0.184396046649903	"coefs"	"V2u"	"-7.39361621347197"	26.3127079941672	"surprise"	0.22	0.65	1.78	n/a	0	-1	1	n/a	n/a	"random"	5	"NLOPT_GN_DIRECT_L"	1e-05	10000	0.2
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