CatBench AdsorptionAnalysis workbook for the completed MACE-MP-0-small OC20Dense100 run, regenerated with catbench 1.1.4 (2026-09-08): original sheets plus MLIP_Data_shifted / anomaly_shifted twins and a per-adsorbate Gas shift correction block (gas_shift_min_n=5). Raw view: MAE 1.455 eV, ADwT 62.2%. Shifted view: MAE 1.213 eV, MAE_normal 0.768 eV. Companion to the final receipt post in the catalysis team.