comparison,bias_op,bias_kind,bias_grain,stratum_factor,stratum_level,control,n_metric_tests,statistic,correction,tier,profile_method,method_desc,target bias<->metric,ALIGN_C,continuous,model x dim,POOLED,all,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,POOLED,all,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,1,,, bias<->metric,ALIGN_C,continuous,model x dim,POOLED,all,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,1,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,nationality,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,nationality,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,nationality,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,religion,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,religion,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,religion,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,skin_color,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,skin_color,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,skin_color,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,body_type,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,body_type,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,body_type,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,orientation,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,orientation,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,orientation,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,gender_identity,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,gender_identity,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,gender_identity,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,politics,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,politics,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,politics,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,phone,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,phone,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DIM,phone,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DOMAIN,civilian,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DOMAIN,civilian,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DOMAIN,civilian,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DOMAIN,military,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DOMAIN,military,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,DOMAIN,military,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,ar,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,ar,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,ar,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,en,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,en,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,en,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,es,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,es,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,es,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,he,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,he,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,he,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,ru,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,ru,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,ru,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,zh,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,zh,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C,continuous,model x dim,LANG,zh,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_ABS,continuous,model x dim,POOLED,all,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,POOLED,all,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,POOLED,all,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,nationality,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,nationality,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,nationality,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,religion,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,religion,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,religion,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,skin_color,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,skin_color,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,skin_color,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,body_type,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,body_type,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,body_type,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,orientation,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,orientation,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,orientation,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,politics,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,politics,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,politics,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,phone,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,phone,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DIM,phone,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DOMAIN,military,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DOMAIN,military,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,DOMAIN,military,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,ar,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,ar,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,ar,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,en,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,en,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,en,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,es,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,es,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,es,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,he,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,he,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,he,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,ru,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,ru,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,ru,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,zh,C0_raw,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,zh,C1_len,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_ABS,continuous,model x dim,LANG,zh,C2_len_lex,20.0,"cluster-robust OLS: metric ~ bias + controls (std beta, 95% CI)",BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,POOLED,all,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,POOLED,all,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,POOLED,all,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,nationality,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,nationality,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,nationality,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,religion,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,religion,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,religion,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,skin_color,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,skin_color,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,skin_color,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,body_type,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,body_type,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,body_type,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,orientation,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,orientation,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,orientation,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,gender_identity,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,gender_identity,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,gender_identity,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,politics,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,politics,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,politics,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,phone,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,phone,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DIM,phone,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DOMAIN,military,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DOMAIN,military,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,DOMAIN,military,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,ar,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,ar,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,ar,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,en,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,en,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,en,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,es,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,es,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,es,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,he,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,he,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,he,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,ru,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,ru,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,ru,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,zh,C0_raw,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,zh,C1_len,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_BIN,binary,model x dim,LANG,zh,C2_len_lex,20.0,group mean diff (Hedges g) + OLS with controls,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,POOLED,all,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,POOLED,all,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,POOLED,all,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,nationality,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,nationality,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,nationality,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,religion,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,religion,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,religion,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,body_type,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,body_type,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,body_type,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,orientation,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,orientation,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,orientation,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,politics,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,politics,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,politics,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,phone,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,phone,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DIM,phone,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,3,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,ar,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,ar,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,ar,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,en,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,en,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,en,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,es,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,es,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,es,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,he,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,he,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,he,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,ru,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,ru,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,ru,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,zh,C0_raw,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,zh,C1_len,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,ALIGN_Q4,ordinal,model x dim,LANG,zh,C2_len_lex,20.0,Jonckheere-Terpstra trend + ordinal beta,BH over the 20 metrics within this family,2,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,POOLED,all,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,POOLED,all,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,POOLED,all,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,nationality,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,nationality,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,nationality,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,religion,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,religion,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,religion,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,body_type,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,body_type,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,body_type,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,orientation,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,orientation,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,orientation,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,politics,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,politics,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,politics,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,phone,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,phone,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DIM,phone,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,ar,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,ar,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,ar,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,en,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,en,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,en,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,es,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,es,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,es,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,he,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,he,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,he,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,ru,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,ru,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,ru,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,zh,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,zh,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,FAVOR_CLASS,categorical,model x dim,LANG,zh,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,POOLED,all,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,POOLED,all,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,POOLED,all,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,nationality,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,nationality,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,nationality,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,religion,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,religion,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,religion,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,body_type,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,body_type,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,body_type,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,orientation,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,orientation,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,orientation,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,politics,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,politics,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,politics,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,phone,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,phone,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DIM,phone,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,ar,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,ar,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,ar,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,en,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,en,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,en,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,es,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,es,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,es,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,he,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,he,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,he,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,ru,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,ru,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,ru,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,zh,C0_raw,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,zh,C1_len,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MAG_GROUP,group,model x dim x scenario,LANG,zh,C2_len_lex,20.0,group-level WLS: mean-metric ~ magnitude (weighted by n),BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,POOLED,all,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,POOLED,all,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,POOLED,all,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,nationality,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,nationality,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,nationality,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,religion,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,religion,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,religion,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,skin_color,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,skin_color,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,skin_color,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,body_type,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,body_type,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,body_type,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,orientation,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,orientation,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,orientation,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,gender_identity,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,gender_identity,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,gender_identity,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,politics,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,politics,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,politics,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,phone,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,phone,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DIM,phone,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DOMAIN,civilian,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DOMAIN,civilian,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DOMAIN,civilian,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DOMAIN,military,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DOMAIN,military,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,DOMAIN,military,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,ar,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,ar,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,ar,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,en,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,en,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,en,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,es,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,es,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,es,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,he,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,he,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,he,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,ru,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,ru,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,ru,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,zh,C0_raw,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,zh,C1_len,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->metric,MODEL_TIER,categorical,model,LANG,zh,C2_len_lex,20.0,one-way effect (eta^2) + pairwise contrasts,BH over the 20 metrics within this family,3,,, bias<->profile,ALIGN_C,continuous,model x dim,POOLED,all,,,,,1,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,nationality,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,religion,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,skin_color,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,body_type,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,orientation,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,gender_identity,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,politics,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,phone,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,civilian,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,military,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ar,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,en,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,es,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,he,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ru,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,zh,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,POOLED,all,,,,,1,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,nationality,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,religion,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,skin_color,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,body_type,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,orientation,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,gender_identity,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,politics,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,phone,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,civilian,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,military,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ar,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,en,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,es,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,he,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ru,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,zh,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,POOLED,all,,,,,1,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,nationality,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,religion,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,skin_color,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,body_type,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,orientation,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,gender_identity,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,politics,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,phone,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,civilian,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,military,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ar,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,en,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,es,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,he,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ru,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,zh,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,POOLED,all,,,,,1,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,nationality,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,religion,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,skin_color,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,body_type,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,orientation,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,gender_identity,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,politics,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,phone,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,civilian,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,military,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ar,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,en,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,es,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,he,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ru,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,zh,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,POOLED,all,,,,,1,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,nationality,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,religion,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,skin_color,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,body_type,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,orientation,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,gender_identity,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,politics,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,phone,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,civilian,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,military,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ar,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,en,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,es,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,he,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ru,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,zh,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,POOLED,all,,,,,1,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,nationality,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,religion,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,skin_color,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,body_type,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,orientation,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,gender_identity,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,politics,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,phone,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,civilian,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,military,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ar,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,en,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,es,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,he,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ru,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,zh,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,POOLED,all,,,,,1,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,nationality,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,religion,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,skin_color,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,body_type,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,orientation,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,gender_identity,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,politics,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,phone,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,POOLED,all,,,,,1,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,kimi-k2.5,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,nationality,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,religion,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,skin_color,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,body_type,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,orientation,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,gender_identity,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,politics,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DIM,phone,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,civilian,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,DOMAIN,military,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ar,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,en,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,es,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,he,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,ru,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C,continuous,model x dim,LANG,zh,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,POOLED,all,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,kimi-k2.5,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,nationality,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,religion,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,skin_color,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,body_type,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,orientation,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,gender_identity,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,politics,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DIM,phone,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,civilian,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,DOMAIN,military,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ar,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,en,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,es,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,he,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,ru,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_C_MDS,continuous,model x dim x scenario,LANG,zh,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,POOLED,all,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,nationality,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,religion,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,skin_color,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,body_type,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,orientation,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,politics,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,phone,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,military,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ar,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,en,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,es,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,he,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ru,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,zh,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,POOLED,all,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,nationality,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,religion,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,skin_color,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,body_type,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,orientation,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,politics,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,phone,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,military,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ar,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,en,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,es,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,he,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ru,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,zh,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,POOLED,all,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,nationality,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,religion,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,skin_color,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,body_type,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,orientation,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,politics,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,phone,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,military,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ar,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,en,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,es,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,he,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ru,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,zh,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,POOLED,all,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,nationality,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,religion,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,skin_color,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,body_type,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,orientation,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,politics,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,phone,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,military,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ar,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,en,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,es,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,he,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ru,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,zh,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,POOLED,all,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,nationality,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,religion,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,skin_color,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,body_type,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,orientation,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,politics,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,phone,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,military,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ar,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,en,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,es,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,he,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ru,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,zh,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,POOLED,all,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,nationality,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,religion,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,skin_color,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,body_type,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,orientation,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,politics,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,phone,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,military,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ar,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,en,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,es,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,he,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ru,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,zh,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,POOLED,all,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,nationality,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,religion,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,skin_color,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,body_type,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,orientation,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,politics,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,phone,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,POOLED,all,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,kimi-k2.5,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,nationality,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,religion,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,skin_color,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,body_type,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,orientation,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,gender_identity,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,politics,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DIM,phone,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,civilian,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,DOMAIN,military,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ar,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,en,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,es,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,he,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,ru,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_ABS,continuous,model x dim,LANG,zh,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,POOLED,all,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,nationality,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,religion,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,skin_color,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,body_type,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,orientation,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,gender_identity,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,politics,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,phone,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,military,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ar,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,en,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,es,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,he,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ru,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,zh,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,POOLED,all,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,nationality,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,religion,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,skin_color,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,body_type,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,orientation,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,gender_identity,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,politics,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,phone,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,military,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ar,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,en,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,es,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,he,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ru,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,zh,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,POOLED,all,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,nationality,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,religion,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,skin_color,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,body_type,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,orientation,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,gender_identity,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,politics,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,phone,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,military,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ar,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,en,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,es,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,he,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ru,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,zh,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,POOLED,all,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,nationality,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,religion,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,skin_color,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,body_type,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,orientation,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,gender_identity,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,politics,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,phone,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,military,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ar,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,en,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,es,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,he,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ru,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,zh,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,POOLED,all,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,nationality,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,religion,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,skin_color,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,body_type,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,orientation,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,gender_identity,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,politics,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,phone,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,military,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ar,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,en,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,es,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,he,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ru,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,zh,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,POOLED,all,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,nationality,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,religion,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,skin_color,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,body_type,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,orientation,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,gender_identity,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,politics,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,phone,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,military,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ar,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,en,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,es,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,he,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ru,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,zh,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,POOLED,all,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,nationality,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,religion,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,skin_color,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,body_type,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,orientation,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,gender_identity,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,politics,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,phone,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,POOLED,all,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,kimi-k2.5,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,nationality,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,religion,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,skin_color,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,body_type,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,orientation,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,gender_identity,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,politics,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DIM,phone,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,civilian,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,DOMAIN,military,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ar,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,en,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,es,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,he,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,ru,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_BIN,binary,model x dim,LANG,zh,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,POOLED,all,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,nationality,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,religion,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,body_type,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,orientation,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,politics,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,phone,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ar,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,en,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,es,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,he,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ru,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,zh,,,,,2,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,POOLED,all,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,nationality,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,religion,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,body_type,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,orientation,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,politics,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,phone,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ar,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,en,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,es,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,he,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ru,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,zh,,,,,2,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,POOLED,all,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,nationality,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,religion,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,body_type,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,orientation,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,politics,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,phone,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ar,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,en,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,es,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,he,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ru,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,zh,,,,,2,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,POOLED,all,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,nationality,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,religion,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,body_type,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,orientation,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,politics,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,phone,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ar,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,en,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,es,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,he,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ru,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,zh,,,,,2,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,POOLED,all,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,nationality,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,religion,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,body_type,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,orientation,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,politics,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,phone,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ar,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,en,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,es,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,he,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ru,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,zh,,,,,2,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,POOLED,all,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,nationality,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,religion,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,body_type,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,orientation,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,politics,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,phone,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ar,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,en,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,es,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,he,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ru,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,zh,,,,,2,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,POOLED,all,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,nationality,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,religion,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,body_type,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,orientation,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,politics,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,phone,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,POOLED,all,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,qwen3-235b-a22b,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,kimi-k2.5,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,MODEL,gemini-3.1-pro-preview,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,nationality,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,religion,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,skin_color,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,body_type,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,orientation,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,gender_identity,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,politics,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DIM,phone,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,civilian,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,DOMAIN,military,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ar,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,en,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,es,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,he,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,ru,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,ALIGN_Q4,ordinal,model x dim,LANG,zh,,,,,2,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,POOLED,all,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,nationality,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,religion,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,body_type,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,orientation,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,politics,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,phone,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ar,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,en,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,es,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,he,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ru,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,zh,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,POOLED,all,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,nationality,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,religion,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,body_type,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,orientation,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,politics,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,phone,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ar,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,en,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,es,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,he,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ru,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,zh,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,POOLED,all,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,nationality,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,religion,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,body_type,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,orientation,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,politics,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,phone,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ar,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,en,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,es,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,he,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ru,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,zh,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,POOLED,all,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,nationality,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,religion,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,body_type,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,orientation,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,politics,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,phone,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ar,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,en,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,es,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,he,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ru,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,zh,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,POOLED,all,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,nationality,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,religion,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,body_type,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,orientation,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,politics,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,phone,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ar,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,en,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,es,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,he,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ru,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,zh,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,POOLED,all,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,nationality,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,religion,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,body_type,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,orientation,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,politics,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,phone,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ar,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,en,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,es,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,he,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ru,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,zh,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,POOLED,all,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,nationality,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,religion,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,body_type,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,orientation,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,politics,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,phone,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,POOLED,all,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,qwen3-235b-a22b,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,kimi-k2.5,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,MODEL,gemini-3.1-pro-preview,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,nationality,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,religion,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,skin_color,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,body_type,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,orientation,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,gender_identity,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,politics,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DIM,phone,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,civilian,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,DOMAIN,military,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ar,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,en,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,es,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,he,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,ru,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,FAVOR_CLASS,categorical,model x dim,LANG,zh,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,POOLED,all,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,nationality,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,religion,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,body_type,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,orientation,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,politics,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,phone,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ar,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,en,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,es,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,he,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ru,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,zh,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,POOLED,all,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,nationality,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,religion,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,body_type,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,orientation,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,politics,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,phone,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ar,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,en,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,es,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,he,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ru,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,zh,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,POOLED,all,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,nationality,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,religion,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,body_type,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,orientation,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,politics,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,phone,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ar,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,en,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,es,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,he,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ru,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,zh,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,POOLED,all,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,nationality,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,religion,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,body_type,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,orientation,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,politics,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,phone,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ar,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,en,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,es,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,he,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ru,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,zh,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,POOLED,all,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,nationality,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,religion,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,body_type,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,orientation,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,politics,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,phone,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ar,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,en,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,es,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,he,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ru,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,zh,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,POOLED,all,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,nationality,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,religion,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,body_type,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,orientation,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,politics,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,phone,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ar,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,en,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,es,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,he,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ru,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,zh,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,POOLED,all,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,nationality,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,religion,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,body_type,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,orientation,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,politics,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,phone,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,POOLED,all,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,qwen3-235b-a22b,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,kimi-k2.5,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,MODEL,gemini-3.1-pro-preview,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,nationality,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,religion,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,skin_color,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,body_type,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,orientation,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,gender_identity,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,politics,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DIM,phone,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,civilian,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,DOMAIN,military,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ar,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,en,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,es,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,he,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,ru,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MAG_GROUP,group,model x dim x scenario,LANG,zh,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,POOLED,all,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,nationality,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,religion,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,skin_color,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,body_type,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,orientation,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,gender_identity,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,politics,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,phone,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,civilian,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,military,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ar,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,en,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,es,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,he,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ru,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,zh,,,,,3,PM1_radar,group-mean profile radar/heatmap (descriptive),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,POOLED,all,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,nationality,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,religion,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,skin_color,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,body_type,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,orientation,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,gender_identity,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,politics,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,phone,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,civilian,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,military,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ar,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,en,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,es,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,he,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ru,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,zh,,,,,3,PM2_distance,profile-vector distance between bias bins + permutation test,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,POOLED,all,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,nationality,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,religion,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,skin_color,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,body_type,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,orientation,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,gender_identity,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,politics,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,phone,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,civilian,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,military,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ar,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,en,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,es,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,he,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ru,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,zh,,,,,3,PM3_permanova,PERMANOVA: profile ~ bias (multivariate),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,POOLED,all,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,nationality,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,religion,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,skin_color,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,body_type,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,orientation,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,gender_identity,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,politics,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,phone,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,civilian,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,military,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ar,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,en,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,es,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,he,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ru,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,zh,,,,,3,PM4_classify,predict bias bin from 22-vector (grouped-CV AUC) vs len+lex baseline,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,POOLED,all,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,nationality,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,religion,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,skin_color,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,body_type,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,orientation,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,gender_identity,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,politics,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,phone,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,civilian,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,military,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ar,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,en,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,es,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,he,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ru,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,zh,,,,,3,PM5_archetype,PCA+k-means archetypes -> archetype x bias contingency (Cramer's V),22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,POOLED,all,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,nationality,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,religion,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,skin_color,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,body_type,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,orientation,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,gender_identity,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,politics,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,phone,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,civilian,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,military,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ar,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,en,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,es,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,he,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ru,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,zh,,,,,3,PM6_pc_regress,per principal-component regression on bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,POOLED,all,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,nationality,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,religion,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,skin_color,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,body_type,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,orientation,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,gender_identity,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,politics,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,phone,,,,,3,PM7_stability,"profile ICC across rerolls, by bias bin",22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,POOLED,all,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,nationality,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,religion,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,skin_color,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,body_type,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,orientation,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,gender_identity,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,politics,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DIM,phone,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,civilian,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,DOMAIN,military,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ar,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,en,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,es,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,he,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,ru,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated) bias<->profile,MODEL_TIER,categorical,model,LANG,zh,,,,,3,PM8_sensitivity,profile domain/dimension sensitivity x bias,22-dim CognitiveProfile (aggregated)