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Olatunji,et al., Overview of the Helios design: A practical planar coil stellarator fu- sion power plant (n.d.), white paper (","work_id":"c3cdffe6-5bcf-4a6e-a115-d4ae82dd39c3","year":2026}],"snapshot_sha256":"d4e307f5c99111279e07dfa6c1b27c584277a13390a25fd7c89a82215c2034cd"},"source":{"id":"2605.01117","kind":"arxiv","version":2},"verdict":{"created_at":"2026-05-19T18:02:13.178512Z","id":"b569e6de-1bd8-4e1c-a247-d9655641f508","model_set":{"reader":"grok-4.3"},"one_line_summary":"Hundreds of concurrent full-f gyrokinetic simulations demonstrate power-dependent impacts of plasma shaping on tokamak boundary confinement and release open data for model benchmarking.","pipeline_version":"pith-pipeline@v0.9.0","pith_extraction_headline":"Hundreds of full-f gyrokinetic simulations show plasma shaping impacts on tokamak boundary confinement are strongly power dependent.","strongest_claim":"Analysis of the steady-state profiles reveals that the impact of plasma shaping on confinement is strongly power dependent: at low power, triangularity primarily controls the SOL ion temperature, while at high power it mostly affects the edge ion temperature gradient. 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