# Random Seeds - wwPDB July 15, 2026 Analysis # Documented for full reproducibility. ## PDB4_FullDataset_Analysis.py - Permutation control random seed: 42 - Used in: lines 517-535 (B-factor shuffle within AA class) - Location in code: random.seed(42) before permutation loop - Effect: determines the shuffled B-factor assignment for the null comparison - Main analysis (Kendall tau computation): fully deterministic, no seed required ## wwPDB_July15_2026_Rigorous_Analysis.py - No random operations. Fully deterministic. ## PDB4_SignCorrected_Test.py - No random operations. Fully deterministic.