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The Confidence Scoring System is Mira's central mechanism for ensuring research quality

2025-08-28 288

Mira equips each extracted information with a dynamic weight scoring system, which is based on three dimensions: data source authority (official website weight 0.8, third-party news 0.5), consistency of multi-source validation (complete consistency +0.2 points), and time freshness (data within half a year +0.1 points). The system automatically labels the original URL source and triggers the review process when the score is lower than 0.6. In practice, the mechanism keeps the rate of erroneous information below 31 TP3T, especially when identifying key data such as the number of company financing rounds, the accuracy rate reaches 971 TP3T. Users can customize the scoring threshold, for example, venture capital scenarios can be set up with a filtering criterion of 0.7 points.

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