gp3ml: Governance-First Predictive Modelling for Gazepoint Research

Governance-first infrastructure for leakage-resistant predictive modelling and validation using Gazepoint-derived research data, including task governance, feature provenance, group-aware validation, fold-local preprocessing, governed model evaluation, decision-rule governance, conformal prediction, dataset-shift auditing, portable artifacts, model cards, and reproducibility evidence.