A.20:6 - Bias annotation

• Status bias. A green field or class label can look like a result. Recover the constraint application and case.
• Gate bias. A local constraint result can look like permission or release. Keep the gate decision separate.
• Checklist bias. A familiar list can look universally required. Select only the constraints triggered by the actual subject and use.
• Formalism bias. A reversible optic can look more rigorous than a lossy but adequate case. When q’s proposition is the named internal constraint, test that proposition under its stated invariant and loss boundary; keep any separately claimed reversibility relation under its own governor.