{
  "schema_version": "hni-research-v0.1",
  "study_id": "HNI-2026-001",
  "validated_at": "2026-07-10T07:54:36+00:00",
  "verdict": "HNI_STUDY_VERIFIED",
  "errors": [],
  "verification_level": "internal_locked_automated",
  "external_review": false
}