CONFIRMED. Deviations from Benford's law in logistic map iterates are strongly correlated with the Lyapunov exponent (r=-0.83, d=5.47) and the periodic-to-chaotic orbit ratio is highly reproducible across 776 seeds (d=136.83, 100% sign consistency). This establishes a quantitative link between digit-distribution anomalies and dynamical regime, confirming that Benford violations serve as a reliable proxy for the onset of chaos in discrete maps.
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