Unverified50% confidenceFactExact time
ResearchAgent provides calibrated confidence scores with justifications and lists limitations by severity.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/30/2026
First Seen
Valid until: 1/28/2027
Sources
Related Entities
Related Claims
Unverified报告将风险等级与判断置信度分开展示，风险等级评估后果严重性，置信度评估适用性把握程度76% similarUnverifiedPeer review is the core mechanism in scientific research for ensuring the reliability of conclusions; hypotheses that have not undergone peer review are usually regarded as exploratory viewpoints with limited evidential strength.75% similarUnverifiedThe calibration quality of ResearchAgent's confidence scores itself remains an open question, and the developer is seeking community feedback.74% similarUnverifiedThe author suggests stratifying the statistics of test results by depth of behavior: the comprehension layer (whether visitors understand the purpose of the AI representative), the accuracy layer (whether answers are faithful to baseline facts), the reachability layer (whether visitors can bypass the AI to reach a human), and the trust layer (whether freelancers are willing to proactively share it with clients).71% similar
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