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September 10, 2025EntropyOpen Access

Consilience in Causation: Causal Emergence Is Found Across Measures of Causation

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Analysis demonstrates causal emergence in various fields, suggesting strong links between measures of causation.

Causal emergence is observed across multiple measures of causation, revealing deep connections.
Popular measures identified include effective information and integrated information, showing high similarity.
This analysis highlights how uncertainty in causal relationships is captured by key causal primitives.
Understanding this consilience may improve scientific modeling and experimental interventions in complex systems.

Comolatti et al. (2025) studied this question.

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