Selective OCR cascades need disagreement guards, not blind strong-model overwrite
General lesson: For narrow OCR fields, a cheap deterministic ensemble plus selective VLM escalation can outperform either layer alone, but the strong model must not be allowed to overwrite blindly. Route on evidence available before labels (review state, cross-reader disagreement…