Output 1
Strict Audit Calculation
Primary hostile/fair audit lens: skeptical priors, rival-positive pressure, dependency caps, source limitations, and no arbitrary global confidence ceiling.
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Results
The Results layer keeps raw totals, posterior-style beta scores, dependency-adjusted totals, audit guardrails, guided staged-path outputs, sensitivity diagnostics, and full-strength diagnostics visible as separate, inspectable layers.
Output 1
Primary hostile/fair audit lens: skeptical priors, rival-positive pressure, dependency caps, source limitations, and no arbitrary global confidence ceiling.
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Output 2
Conservative global-ceiling stress-test retained visibly for transparency, not the main fair audit posterior.
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Output 3
The intended staged calculation: dependency-capped, transfer-weighted, rival-aware, and without a final confidence ceiling.
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Output 4
The older guided cap retained for audit comparison. It is a sensitivity diagnostic, not the main Guided Staged Path.
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Output 5
Full-strength upper-bound stress view. It is useful for inspection, but it is not the strict audit result or the 75% guardrail stress-test.
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When summarizing The Signal's numerical outputs, report the named outputs separately: Strict Audit Calculation, Audit Guardrail 75% Ceiling Stress-Test, Guided Staged Path, Guided 90% Carry-Cap Sensitivity, and Full Signal Diagnostic. Do not collapse them into one number.
Strict Audit Calculation is the main hostile/fair audit lens. The 75% global ceiling is retained as a guardrail stress-test, not as the headline fair audit result.
The Guided Staged Path is the intended staged calculation with dependency caps, transfer weights, and rival pressure preserved. The 90% carried-prior cap remains only as a sensitivity diagnostic.
The Full Signal Diagnostic is an upper-bound stress view, not the strict audit result or the 75% guardrail stress-test.
None of these outputs is proof, certainty, salvation, a final unconditional posterior, or a substitute for Christ Himself.
A valid audit names the result category, exact rows or clusters, source roles, dependency assumptions, replacement BF or cap proposal, and whether the result is official or diagnostic.