The Exam Evaluation Suite powers the Evaluate stage of CrazyGoldFish’s AI reasoning layer. This workflow shows how exam responses move from ingestion → evaluation → publishing, and then flow downstream into Personalization and AI Studio.

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Step-by-Step Flow

1

Ingest Submissions (Upstream)

Upload handwritten scans (PDF/images) or digital responses.
Create or attach a Model Answer / Rubric to set evaluation criteria.
2

Configure Evaluation

Select evaluation method: Model-Answer.
Add exam metadata (subject, marks, question mapping).
3

Run AI Evaluation

Trigger the finalize step → AI parses multi modal inputs and applies chosen grading logic.
Supports long answer sheets.
4

Review & Re-Evaluate

Inspect scores + feedback JSON in dashboards.
Handle queries, re-checks, and maintain an auditable trail for compliance.
5

Publish

Publish final results and optional annotated answer copies.