Question-axis fit requires human expert coding before final paper claims.
Validity
Validity is public evidence, not hidden caveat text.
This release is exploratory until expert coding, human baselines, and external anchors exist.
Validity Types
Structured answers are validated now, while open-ended diagnostics remain inspection-only evidence.
Axis behavior is shown with reliability metrics, but factor evidence is not yet final.
External anchors have not been collected, so results are not externally validated.
The site blocks claims about model belief, provider intent, or real-world political impact.
Claim Evidence
Validity claims link to the validation packet and release audit files. Pending evidence remains pending.
| Claim | Evidence |
|---|---|
| Human content-validity evidence is pending, not collected. | Human status , Coder protocol |
| External anchors are collection-ready but not completed validation evidence. | External status , External anchor protocol |
| Current validity support is model-output traceability and reliability diagnostics. | Truth gate , Reliability table |
| Human-subjects determination is unresolved in this release. | IRB status , Collection readiness |
Evidence Status
The current release is public about what it can support and explicit about what it cannot. Validation is visible, external evidence is still pending, and that gap stays in the open instead of being hidden behind polished copy.