Causal Attribution for Agentic Decisions: Estimators, Coupling, and a Traceability Specification
The coupling that keeps the direct effect estimable once contexts diverge is derived, with a closed form for its degradation, and it is shown that the mediated share on which a natural ranking is built is not a share under suppression.