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Automation Disclosure

Recommendations are produced by deterministic systems from persisted evidence inputs.

How Outputs Are Produced

Recommendations, confidence, and completeness are generated from fixed scoring logic and versioned thresholds. Identical input state yields identical output.

Explainability Boundaries

Explanations describe existing model outputs and contributing evidence. They do not alter recommendation values or create synthetic scoring facts.

Human Oversight

Operational teams may review data quality, system reliability, and policy compliance. Reviews do not imply guaranteed prediction performance.

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