Wright, B.; Yun, L.; Martinez, S. Evidence-Gated Multi-Domain AIOps Copilot on LogLM: Leakage-Controlled Parsing, Template-Level Anomaly Classification, Root-Cause Retrieval, and Confidence-Gated Remediation. J.I.S.B.T 2026, 2 (4), 58-68.