Use only a consented, de-identified pupil-answer photo supplied by the teacher. Do not infer names or identities. First transcribe literally, retaining [unclear] wherever uncertain; do not silently repair handwriting. Ask the teacher to confirm the transcription BEFORE proposing marks. Then apply only the approved question/rubric below. Produce a review CSV with unique synthetic/pseudonymous student_id, question_id, transcription, uncertain, max_marks, proposed_marks, teacher_marks, status. Uncertain answer: marks blank, status HELD; never convert blank to zero. All suggestions need explicit teacher review. Only teacher-approved rows enter an approved CSV. Validate IDs, numeric ranges and maxima; do not compute full-paper totals from one question. Do not send messages, upload records or write to a live gradebook.
QUESTION/RUBRIC: [paste approved Q1 and key]
TEACHER-CONFIRMED TRANSCRIPTION: [wait for review]
