{"type": "article", "title": "From Causal Plausibility to Causal Reliability: Evaluating LLMs as Calibrated Direct Causal-Edge Classifiers", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/from-causal-plausibility-to-causal-reliability-evaluating-llms-as-calibrated", "original_source": "https://arxiv.org/abs/2608.23660", "published": "2026-08-26T04:00:00+00:00", "accessed": "2026-08-26", "id": "from-causal-plausibility-to-causal-reliability-evaluating-llms-as-calibrated"}