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This relation defines // Add complexity penalty: more integrated states in the source section “ADVANCED FEATURES”. It specifies the displayed relationship between the named quantities or parameters. Its interpretation depends on the source’s stated variables and conditions; this record does not assign an unprovided physical or cognitive meaning to them.
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The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.
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This source expression was recovered from the pinned code revision. Its presence does not establish that the associated program was built, run, or scientifically validated.
Original context
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// Calculate mean state (should converge to 1 for conscious systems)
double mean = state.Average();
// Calculate awareness as integration around unity
double phi = AwarenessFunction(mean);
// Add complexity penalty: more integrated states = higher Φ
double variance = state.Select(x => Math.Pow(x - mean, 2)).Average();
double integration = 1.0 / (1.0 + variance);
// Combined consciousness metric
return phi * integration;
}
/// <summary>
/// Determine consciousness level from Φ value
/// </summary>Exact original notation
// Add complexity penalty: more integrated states = higher Φ