Teacher Review
Cell primary-eu eu-west-2 QA queue active

Teacher review desk

Teacher review desk

Approve AI drafts, compare diffs, and score grading quality before publication.

Draft review queue

Pharmacy licensing scenario 8F

AI distractor B replaced; rubric anchor tightened from 3 to 4 dimensions.

Approved with edits Critic confidence 0.82
Teacher certification essay prompt 4C

Too close to historic prompt; similarity exceeded 0.9 safeguard threshold.

Rejected Manual escalation required
Civil service reasoning item 12A

Awaiting domain review and semantic rubric verification.

Pending Needs second marker

Rubric checkpoints

  • Semantic rubric completeness
  • Distractor plausibility
  • Localization compliance
  • Model-grade alignment