Reproducible Multimodal Artificial Intelligence Workflow for Historical Digital Archive Discovery.
A reproducible protocol to evaluate whether a conservative multimodal artificial intelligence workflow can improve archival retrieval without replacing archivist review supports a modular, auditable workflow in which text, image, and descriptive signals are combined under explicit thresholds and human review.