# Hemmingway analysis correction ## Correction, 2026-09-22 Analysis revision 2 replaces the first published aggregate tables. The original analyzer hashed anonymous case numbers where the packet builder used prompt IDs. It also compared different prompts when joining normal and reversed packets. Both errors affected win/loss attribution and score differences. Correcting the join changes order-agreement rates from 39.6/48.5/42.6% to 89.1/85.1/83.2%. The study used 15 prompts per quant, not the previously reported 14. The 14 files are paired packets. We removed the intervals that treated dependent ratings as independent samples. Generations and judge responses are unchanged. The previous automated package reviews did not detect these analysis errors; their PASS verdicts do not validate the corrected results. | Condition | Wins | Losses | Ties | Ratings | Win % | Loss % | Tie % | | --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | | Hosted subset | 51 | 10 | 5 | 66 | 77.3 | 15.2 | 7.6 | | oQ2e | 31 | 58 | 1 | 90 | 34.4 | 64.4 | 1.1 | | oQ3.5e | 44 | 42 | 4 | 90 | 48.9 | 46.7 | 4.4 | | oQ3e | 54 | 35 | 1 | 90 | 60.0 | 38.9 | 1.1 | | oQ4e | 30 | 43 | 17 | 90 | 33.3 | 47.8 | 18.9 | | oQ6e | 34 | 19 | 37 | 90 | 37.8 | 21.1 | 41.1 | | oQ8e | 27 | 22 | 41 | 90 | 30.0 | 24.4 | 45.6 |