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

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 2 қазан
**Author:** Jingjie Ning, Xueqi Li, Yibo Kong, Dongting Li
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/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,…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2610.00314)

**Тегтер:** #arXiv

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