This study compares automated and human scores with expert/backread scores for writing, reading, and science tasks in a K-12 assessment program. Analyses examine discrepancies by score level and reused prompts across administrations. Automated scores showed smaller discrepancies for writing but larger discrepancies for short-answer tasks; reused prompts revealed localized shifts.