Nadir Belkacemi

Evaluation of Shapley-Value Attribution Audits for Artificial Intelligence Agriculture Extension Targeting Under District-Level Clientelism: A Governance Fairness-Redress Estimator for Excluded Smallholders

The problem is that AI targeting models optimise predicted yield response, but their feature attributions are silent on whether exclusion from extension visits is a model artefact or a political settlement. Because no field data are supplied, the argument is methodological and th...