# Attendee question moderation for live Q&A

Judges: one submitted question. Questions: noul:on\_topic; noul:duplicate\_of\_earlier; choice:tone - civil/hostile/spam. Action: Display only civil on-topic non-duplicates, others to moderator.

Grade: A — A clean typed decision \(yes/no, a pick from a list, or a level on a scale\) that is concrete, repeats routinely, and has meaningful value.. Score: 4.25.

Vertical: Cross-industry.

Function: Social & creator.

Status: Idea.

Volume: routine.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: None.

- [Vertical](/verticals/cross_industry/)
- [Function](/functions/social_creator/)
- [Comment toxicity and harassment detection](/use-cases/comment-toxicity-and-harassment-detection/)
- [Content moderation and brand safety](/use-cases/content-moderation-and-brand-safety/)
- [Social clip caption brand risk pre-check](/use-cases/social-clip-caption-brand-risk-pre-check/)
- [Embargo leak monitor](/use-cases/embargo-leak-monitor/)
- [Twitter/X sentiment analysis at scale](/use-cases/twitter-x-sentiment-analysis-at-scale/)
- [Comment spam and off-topic detection](/use-cases/comment-spam-and-off-topic-detection/)