How to verify research bot answers

Citation gate before users see text.

1. Require chunk IDs on factual sentences

2. Block when top retrieval score below threshold

3. Say “not in sources” when 0 chunks

4. Golden eval on 10 research questions

5. Human review first 50 prod answers

**Try the lesson:** `capstone-research-bot` in Lane D