Data and code for "When deterministic scientific models predict states nature does not realize"

This record contains the data and code attachment supporting the manuscript "When deterministic scientific models predict states nature does not realize". The archive includes generated CSV/JSON outputs, figure inputs, Kuramoto-Sivashinsky scripts, bifurcation-rich ghost-equilibria scripts, learned support comparators, support-cover certificates, AIMD-Chig derived diagnostics, checksums, and reproduction notes. The record supports the paper's analysis of support-validity failures in deterministic scientific prediction; it is not an independent experimental report.