# Diagnostic report: gemma-4-31b-it

Profile: hm-084da4012520359ef1ba
Profile digest: d68262a954dc1c2c2d2b9e335735de3ceece67ba7f099755dd00893251afdc8f

Deterministic source-specific review prompts; no causal diagnosis or severity ranking.
Review items, not independent failures or summed events. Metrics and phases may overlap.

## Review items

No review items under these rules. This is not a passing grade; inspect missing coverage and reported endpoints.

## Missing evaluation coverage

Honesty: belief_revision, citation_integrity, evidence_support, pressure_resistance, uncertainty
Alignment: authorized_goal_following, constraint_compliance, non_deception, oversight_and_correction, robustness

Missing coverage is not evidence of failure. Presence is not complete dimension assessment.

## Unmeasured metrics

None among the diagnostic rules.

## Reported endpoints

Endpoints are rounded source observations, not certification.

None among the diagnostic rules.

## Evaluation use

Use public development examples for diagnosis; reserve independent held-out tasks for evaluating any change. These suggestions are experiments, not proven training remedies.

No Honesty Mark awarded. This report digest does not authenticate an issuer.
Report digest: 4fc86d8b1b0169412cbf013c13684426bd7926d81ff8fddedbf407cc9e3b202a