Mechanism-change detection (change-point)

Suite path: conformance/attribution/mechanism_change_change_point

Same synthetic periods as mechanism_change_detect. Detection should flag y as changed under the known-split change_point residual test.

Expected summary

Top-level keys: changed, method, significance_level, targets (4 fields).