2026. Uncertainty-Aware Training and Computational Scaling for Hybrid Neural Pipeline Models: Heteroscedastic Loss Functions, Mixed Precision, and Multi-GPU Optimisation. Federal University Gusau Faculty of Education Journal. 3, 2 (May 2026), 272–286. DOI:https://doi.org/10.64348/zije.2026442.