Table 6 Details of tests between pairs of mean BIC values in Study 2

Model 1	Model 2	n	Bayes Factor 10 (BF10)			Cohen’s d
Model 1	Model 2	n	r = 0.5	r = 0.71	r = 1	Cohen’s d
Biased Prior obj	Biased Prior subj	151	0.15	0.11	0.08	–0.05
Biased Prior obj	Cut Off obj	151	9.74E16	1.09E17	1.10E17	–0.87
Biased Prior obj	Cut Off subj	151	2.58E19	2.97E19	3.07E19	–0.94
Biased Prior obj	Cost to Sample obj	151	96269.85	86925.33	71670.29	–0.45
Biased Prior obj	Cost to Sample subj	151	2.35	1.79	1.32	–0.2
Biased Prior subj	Cut Off obj	151	9.57E14	1.05E15	1.03E15	–0.8
Biased Prior subj	Cut Off subj	151	2.18E19	2.51E19	2.59E19	–0.94
Biased Prior subj	Cost to Sample obj	151	4.16	3.21	2.38	–0.22
Biased Prior subj	Cost to Sample subj	151	7.93	6.19	4.63	–0.24
Cut Off obj	Cut Off subj	151	4.75	3.67	2.73	–0.23
Cut Off obj	Cost to Sample obj	151	5.08E10	5.22E10	4.79E10	0.66
Cut Off obj	Cost to Sample subj	151	1.19E11	1.23E11	1.14E11	0.68
Cut Off subj	Cost to Sample obj	151	6.78E13	7.32E13	7.05E13	0.77
Cut Off subj	Cost to Sample subj	151	7.29E14	7.98E14	7.79E14	0.8
Cost to Sample obj	Cost to Sample subj	151	0.21	0.15	0.11	0.08

All p values Bonferroni corrected for the number of tested pairs per study. r values in the Bayes Factor columns represent the scale factor of the Cauchy prior on the effect size. Compare to middle row of Fig. 6. Abbreviations: Subj = Models that make choices about subjective values; Obj = Models that make choices about objective values.

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