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Causes of Hot Jupiter Inflation from Causal Discovery

  • Authors: Zehao Jin, 泽灏 金, Mohamad Ali-Dib, Yujia Zheng, 雨嘉 郑, Mario Pasquato, Benjamin L. Davis, Andrea V. Macciò

Zehao Jin et al 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure 3.

The causal structure found from super-Earth data using BOSS with FFML score. An undirected edge A − B suggests both directions are possible (either A → B or A ← B), as long as no new colliders are created. Here, the graph means that P → Mp → Rp, P ← Mp ← Rp, or P ← Mp → Rp (but not P → Mp ← Rp), plus an isolated node T, are equally possible statistically and are together the most likely causal structure.

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