Making AI Drafts Count: A Quality Threshold in Audio Description Workflows. - Lana Do; Shasta Ihorn; Charity Pitcher-Cooper; Sanjay Mirani; Gio Jung; Hyunjoo Shim; Zhenzhen Qin; Kien T. Nguyen; Vassilis Athitsos; Ilmi Yoon (CoRR, 2026)