# Predictive Credit: Measuring What Scientific Explanations Add to Experimental Forecasts

> 全文为英语

**Published:** 2026年10月2日
**Author:** Jingjie Ning, Xueqi Li, Yibo Kong, Dongting Li
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/predictive-credit-measuring-what-scientific-explanations-add-to-experime

Research agents explain planned experiments. We measure predictive credit with paired forecasts sharing an intervention, forecaster, and outcome while varying description, matched explanation, and donor context. Five checks track commitment, delivery, predictive gain, alignment,…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.00314)

**标签：** #arXiv

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