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SIE.7:6 - Bias-Annotation
| Lens | Likely drift | Repair |
| Governance | Mapping code silently decides source priority, identity, or authoritative value. | Require references to accepted premises and the direct authority for conversions or defaults. |
| Architecture | A tool’s expressiveness defines the semantic rule. | State implementation-independent behavior and return an implementation gap when the tool cannot preserve it. |
| Ontology/Epistemology | Correspondence truth, transformation rule, performed transformation, and output claim collapse. | Keep the rule and its evidence separate from execution occurrences and resulting claims. |
| Pragmatics | The specification reproduces every implementation detail. | Include only behavior needed to preserve semantics, errors, trace, and conformance. |
| Didactics | Examples are copied as the complete rule. | State the general condition and use examples as tests, including counterexamples. |