Moderation Prototype
A prototype review queue for automated flags, human moderation, source verification, identity checks, user reports, and audit history.
ProjectFlagged by automated checksFlagged for human review
Youth psychoeducation RAG prototype
Submitter: Demo AI builder
Source: Demo repository URL
Privacy risk: Medium
Clinical-claim risk: High
Copyright: Provided
Conflict: Product owner
Youth mental healthMedical-claim languageNeeds intended-use boundary
Reviewer notes: Request clearer not-intended-use language and human oversight plan.
Audit log
DraftSubmittedAutomated CheckHuman Review
Verified PreprintSource verificationNeeds clarification
Bilingual LLM safety evaluation preprint
Submitter: Demo research contributor
Source: Recognized preprint URL format
Privacy risk: Low
Clinical-claim risk: Medium
Copyright: Metadata only
Conflict: None declared
Preprint label requiredNo citation count allowed
Reviewer notes: Accept as preprint metadata if source provenance is confirmed.
Audit log
DraftSubmittedAutomated Check