Harris, B.; Guan, D.; Martin, C. Numerical-Reasoning Guardrails for Financial Chart Vision-Language Models With Evidence Extraction, Calibrated Abstention, and Institutional Risk Dashboards. J.I.T.I.E 2026, 2 (4), 76-87.