ids per labeler {'sonnet': 500, 'opus': 500, 'gpt': 500}

sonnet: described poles 956; ONE-main-job 743 = 77.7% [75.0, 80.2]; layer-reweighted 79.2%
    {'clean': '45.4%', 'clean_with_residual': '34.5%', 'two_related': '6.6%', 'two_or_more_unrelated': '9.2%', 'unresolved': '4.3%'} residue split {'clean_with_residual:related': 145, 'clean_with_residual:unexplained': 164, 'clean_with_residual:unrelated': 21}
    positive pole ONE 82.8% (n 500), negative ONE 72.1% (n 456)
    not_described poles 44

opus: described poles 960; ONE-main-job 730 = 76.0% [73.2, 78.6]; layer-reweighted 79.0%
    {'clean': '41.5%', 'clean_with_residual': '36.9%', 'two_related': '6.1%', 'two_or_more_unrelated': '9.8%', 'unresolved': '5.7%'} residue split {'clean_with_residual:related': 181, 'clean_with_residual:unexplained': 151, 'clean_with_residual:unrelated': 22}
    positive pole ONE 80.4% (n 500), negative ONE 71.3% (n 460)
    not_described poles 40

gpt: described poles 960; ONE-main-job 675 = 70.3% [67.3, 73.1]; layer-reweighted 72.6%
    {'clean': '42.2%', 'clean_with_residual': '30.0%', 'two_related': '7.9%', 'two_or_more_unrelated': '12.5%', 'unresolved': '7.4%'} residue split {'clean_with_residual:related': 114, 'clean_with_residual:unexplained': 156, 'clean_with_residual:unrelated': 18}
    positive pole ONE 74.6% (n 500), negative ONE 65.7% (n 460)
    not_described poles 40

MAJORITY (3 labelers): described poles 960; ONE 76.1% [73.3, 78.7]; layer-reweighted 78.3%
   modal category {'clean': '43.1%', 'clean_with_residual': '35.4%', 'two_related': '6.0%', 'two_or_more_unrelated': '10.1%', 'unresolved': '5.3%'}
kappa(ONE) sonnet-opus: 0.85 (agree 0.95, n 956)
kappa(ONE) sonnet-gpt: 0.77 (agree 0.91, n 956)
kappa(ONE) opus-gpt: 0.77 (agree 0.91, n 960)
majority ONE by 16-layer block {'0-15': '77% (n 94)', '16-31': '87% (n 173)', '32-47': '74% (n 272)', '48-63': '73% (n 421)'}
majority ONE by judge clean score {2: '25% (n 20)', 3: '45% (n 20)', 4: '44% (n 50)', 5: '59% (n 88)', 6: '74% (n 265)', 7: '87% (n 214)', 8: '84% (n 269)', 9: '100% (n 29)', 10: '100% (n 5)'}
neurons with every described pole ONE (majority): 58.0% of 500
