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 log1p arm means (mean over problems of per-problem rep means): bare 1.084, show_all 0.911, bare2 1.337, attempt_then_consult 1.242, consult_on_failure 1.317, audit_then_consult 1.287, prior_then_consult 1.325 PRIMARY attempt_then_consult - bare2 -0.095 [-0.190, -0.008] problems up/down 4/17 audit_then_consult - bare2 -0.051 [-0.120, +0.019] problems up/down 8/13 consult_on_failure - bare2 -0.020 [-0.044, -0.003] problems up/down 0/4 attempt_then_consult - prior_then_consult -0.083 [-0.161, -0.021] problems up/down 6/15 audit_then_consult - attempt_then_consult +0.044 [-0.002, +0.092] problems up/down 14/6 prior_then_consult - bare2 -0.012 [-0.100, +0.058] problems up/down 8/13 show_all - bare -0.173 [-0.343, -0.020] problems up/down 6/15 bare2 - bare +0.253 [+0.144, +0.377] problems up/down 18/1 attempt_then_consult - bare +0.158 [+0.087, +0.244] problems up/down 17/3 audit_then_consult - bare +0.202 [+0.121, +0.289] problems up/down 18/1 consult_on_failure - bare +0.233 [+0.133, +0.346] problems up/down 18/1 prior_then_consult - bare +0.241 [+0.145, +0.353] problems up/down 19/2 attempt_then_consult - show_all +0.331 [+0.202, +0.492] problems up/down 20/1 consult_on_failure - prior_then_consult -0.008 [-0.077, +0.078] problems up/down 10/11 audit_then_consult - prior_then_consult -0.038 [-0.104, +0.013] problems up/down 10/11 diag P2_consult - P2_refine (raw second pass) -0.061 [-0.183, +0.048] n_problems 21 diag P2_audit - P2_refine (raw second pass) -0.022 [-0.107, +0.063] n_problems 21 diag P2_prior - P2_refine (raw second pass) +0.011 [-0.089, +0.095] n_problems 21 diag S - P1 (raw pass evals) -0.171 [-0.341, -0.019] 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 log1p arm means (mean over problems of per-problem rep means): bare 0.389, show_all 0.701, bare2 0.706, attempt_then_consult 0.782, consult_on_failure 0.785, audit_then_consult 0.779, prior_then_consult 0.737 PRIMARY attempt_then_consult - bare2 +0.075 [-0.021, +0.228] problems up/down 12/9 audit_then_consult - bare2 +0.073 [-0.029, +0.230] problems up/down 13/8 consult_on_failure - bare2 +0.078 [-0.017, +0.235] problems up/down 13/7 attempt_then_consult - prior_then_consult +0.045 [-0.009, +0.114] problems up/down 12/9 audit_then_consult - attempt_then_consult -0.003 [-0.031, +0.022] problems up/down 12/8 prior_then_consult - bare2 +0.031 [-0.024, +0.122] problems up/down 9/12 show_all - bare +0.312 [+0.159, +0.456] problems up/down 17/4 bare2 - bare +0.317 [+0.212, +0.430] problems up/down 18/2 attempt_then_consult - bare +0.392 [+0.257, +0.547] problems up/down 20/1 audit_then_consult - bare +0.390 [+0.248, +0.547] problems up/down 20/1 consult_on_failure - bare +0.395 [+0.256, +0.549] problems up/down 20/1 prior_then_consult - bare +0.348 [+0.233, +0.468] problems up/down 18/1 attempt_then_consult - show_all +0.081 [+0.010, +0.166] problems up/down 12/9 consult_on_failure - prior_then_consult +0.048 [-0.005, +0.116] problems up/down 13/8 audit_then_consult - prior_then_consult +0.042 [-0.016, +0.113] problems up/down 14/7 diag P2_consult - P2_refine (raw second pass) +0.114 [-0.004, +0.277] n_problems 21 diag P2_audit - P2_refine (raw second pass) +0.075 [-0.073, +0.249] n_problems 21 diag P2_prior - P2_refine (raw second pass) +0.037 [-0.062, +0.159] n_problems 21 diag S - P1 (raw pass evals) +0.284 [+0.134, +0.430] 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 log1p, wave pooled; preregistered decision rules apply only to --wave 1 --metric score and are not evaluated here)