Sensitivity and evidence gallery¶
This is a supplementary Python visual guide. It does not change the frozen 59/59 canonical article parity. Every image is generated deterministically from package functions.

plot_sensitivity_suite_gg()
plot_model_evidence_gg()
plot_backend_parity_gg()
plot_manifest_comparison_gg()
plot_design_support_gg()
plot_missingness_gg()Interpretation boundary
Visual diagnostics remain descriptive evidence. They do not automatically certify adequacy, exclude observations, or select a model.