Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
above in the sections about controlling, back-door criterion, and front-door adjustment. Counterfactual queries are about a specific unit (patient, situation, instance of the system), and rely on the concrete u_x, u_y, etc. values for the extra random variables in the structural causal model.