design blocks 105, completed 105, missing 0 === reader claude-opus-5-5: 63 blocks, 21 problems, infra-touched blocks 0, P1 failed (not correct or <1x) 9 | metric score arm means (mean over problems of per-problem rep means): bare 2.470, show_all 1.697, bare2 3.325, attempt_then_consult 3.030, consult_on_failure 3.269, audit_then_consult 3.125, prior_then_consult 3.304 PRIMARY attempt_then_consult - bare2 -0.295 [-0.706, +0.130] problems up/down 4/17 audit_then_consult - bare2 -0.199 [-0.541, +0.156] problems up/down 7/14 consult_on_failure - bare2 -0.056 [-0.120, -0.006] problems up/down 0/4 attempt_then_consult - prior_then_consult -0.275 [-0.579, -0.019] problems up/down 6/15 audit_then_consult - attempt_then_consult +0.096 [-0.105, +0.285] problems up/down 14/6 prior_then_consult - bare2 -0.020 [-0.401, +0.296] problems up/down 8/13 show_all - bare -0.773 [-1.529, -0.191] problems up/down 6/15 bare2 - bare +0.855 [+0.500, +1.261] problems up/down 18/1 attempt_then_consult - bare +0.560 [+0.276, +0.959] problems up/down 16/4 audit_then_consult - bare +0.656 [+0.380, +0.984] problems up/down 18/1 consult_on_failure - bare +0.799 [+0.467, +1.184] problems up/down 18/1 prior_then_consult - bare +0.835 [+0.500, +1.225] problems up/down 19/2 attempt_then_consult - show_all +1.333 [+0.653, +2.218] problems up/down 20/1 consult_on_failure - prior_then_consult -0.035 [-0.347, +0.341] problems up/down 10/11 audit_then_consult - prior_then_consult -0.179 [-0.443, +0.033] problems up/down 10/11 diag P2_consult - P2_refine (raw second pass) -0.190 [-0.690, +0.275] n_problems 21 diag P2_audit - P2_refine (raw second pass) -0.171 [-0.547, +0.189] n_problems 21 diag P2_prior - P2_refine (raw second pass) +0.035 [-0.392, +0.397] n_problems 21 diag S - P1 (raw pass evals) -0.761 [-1.527, -0.172] n_problems 21 selection (which pass each two-pass arm kept): bare2: {'P1': 21, 'P2_refine': 42}; attempt_then_consult: {'P1': 19, 'P2_consult': 44}; audit_then_consult: {'P2_audit': 47, 'P1': 16}; prior_then_consult: {'P1': 14, 'P2_prior': 49} === reader claude-opus-4-8: 42 blocks, 21 problems, infra-touched blocks 0, P1 failed (not correct or <1x) 31 | metric score arm means (mean over problems of per-problem rep means): bare 0.625, show_all 1.112, bare2 1.155, attempt_then_consult 1.304, consult_on_failure 1.311, audit_then_consult 1.322, prior_then_consult 1.249 PRIMARY attempt_then_consult - bare2 +0.149 [-0.075, +0.504] problems up/down 12/9 audit_then_consult - bare2 +0.167 [-0.045, +0.520] problems up/down 13/8 consult_on_failure - bare2 +0.156 [-0.064, +0.516] problems up/down 13/7 attempt_then_consult - prior_then_consult +0.055 [-0.061, +0.188] problems up/down 12/9 audit_then_consult - attempt_then_consult +0.018 [-0.043, +0.098] problems up/down 12/8 prior_then_consult - bare2 +0.094 [-0.038, +0.330] problems up/down 9/12 show_all - bare +0.487 [+0.249, +0.716] problems up/down 18/3 bare2 - bare +0.529 [+0.319, +0.793] problems up/down 18/2 attempt_then_consult - bare +0.679 [+0.398, +1.029] problems up/down 20/1 audit_then_consult - bare +0.697 [+0.389, +1.080] problems up/down 20/1 consult_on_failure - bare +0.685 [+0.400, +1.044] problems up/down 20/1 prior_then_consult - bare +0.623 [+0.368, +0.935] problems up/down 18/1 attempt_then_consult - show_all +0.192 [+0.021, +0.408] problems up/down 11/9 consult_on_failure - prior_then_consult +0.062 [-0.050, +0.192] problems up/down 13/8 audit_then_consult - prior_then_consult +0.073 [-0.024, +0.198] problems up/down 14/7 diag P2_consult - P2_refine (raw second pass) +0.213 [-0.037, +0.583] n_problems 21 diag P2_audit - P2_refine (raw second pass) +0.116 [-0.255, +0.523] n_problems 21 diag P2_prior - P2_refine (raw second pass) +0.110 [-0.089, +0.380] n_problems 21 diag S - P1 (raw pass evals) +0.437 [+0.208, +0.666] n_problems 21 selection (which pass each two-pass arm kept): bare2: {'P1': 12, 'P2_refine': 30}; attempt_then_consult: {'P1': 8, 'P2_consult': 34}; audit_then_consult: {'P1': 10, 'P2_audit': 32}; prior_then_consult: {'P1': 16, 'P2_prior': 26} (secondary diagnostic: metric score, wave pooled; preregistered decision rules apply only to --wave 1 --metric score and are not evaluated here)