Stage 1 — Criteria Calibration
Not StartedUpload your learning outcomes, assessment brief, and rubric to generate calibrated marking criteria. The AI will produce an initial calibration receipt (R1) for your review.
Drop rubric file or click to upload — YAML, DOCX, or XLSX
Review Calibration — R1
InteractiveStage 2 — Assignment Delivery
Not StartedUpload student assignments as a ZIP archive. The system will extract files, count words, and build a student roster for your review.
Drop assignments ZIP or click to upload
Review Student Roster — R3
InteractiveStage 3 — Section Parsing
Not StartedThe AI parses each student submission into sections mapped against your rubric criteria. You can review and adjust the parsed sections before confirming.
Review Parsed Sections — R5
InteractiveStage 4 — Grading Engine
Not StartedRuns the full adversarial grading pipeline for every student: evidence extraction → 3-role debate → weighted scoring. Each student gets an R7 receipt.
Grading Results — R7
Stage 5 — Formative Validation
Not StartedFormative validation triangulates grades against engagement data and AI detection. Upload optional formative data, then validate. You can toggle penalties per student after results appear.
Upload CSV / Excel with student engagement data
Required columns: student_name, perusall_score, rise_completion, assignment_1_grade
Formative Validation Results — R8
InteractiveStage 6 — Moderation
Not StartedDeep moderation: per-criteria cross-batch analysis, unique insight detection, grade-boundary proximity checks, and comparative ranking (R-Batch + R9).
Batch Distribution & Criteria Statistics
R-BatchModeration Recommendations — R9
InteractiveR9 Receipt
Stage 7 — Finalization
Not StartedGenerates final locked grade receipts (R10) and constructive feedback (R11) for every student. Once finalized, grades cannot be altered.
Final Results
LockedGrading Events
Select a grading event to view its timeline, receipts, and per-student details.
Click Refresh to load grading events.
Timeline
Student Receipts
AI Marking Assistant
Ask questions about the current grading batch — rubric criteria, student scores, calibration decisions, moderation results, and more.