A Synthetic Prediction Market for Estimating Confidence in Published Work.
AAAI Conference on Artificial Intelligence(2022)
摘要
Explainably estimating confidence in published scholarly work offers opportunity for faster and more robust scientific progress. We develop a synthetic prediction market to assess the credibility of published claims in the social and behavioral sciences literature. We demonstrate our system and detail our findings using a collection of known replication projects. We suggest that this work lays the foundation for a research agenda that creatively uses AI for peer review.
更多查看译文
关键词
Prediction Markets,Synthetic Prediction Markets,Feature Extraction,Replication
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要