{"id":48075,"topic":"ai","source":"anl.gov","title":"AI transformers improve nuclear reactor simulations - anl.gov","url":"https://www.anl.gov/article/ai-transformers-improve-nuclear-reactor-simulations","url_hash":"91ad69a0d363e0ecfa4ae232697344d9d17483b5","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMihgFBVV95cUxOaWx6emxiYmZOS2xWR1ZWZkRSQ3dNYnhXQUhlLUVLVVJnemFENjhzazFGY0NUYXIzTXJoUHZ1OGJnbm9ydFFWdmJ1d0RVVW9kQjdqbEFRZHE1Wkt1aERST1JRNy1pMDRFZlBaNWxNeDRNZlVuaFBqUjEzQ2tXekFaaFdtNkU4dw?oc=5\" target=\"_blank\">AI transformers improve nuclear reactor simulations</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">anl.gov</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-28T12:00:00+00:00","fetched_at":"2026-07-28T14:15:04+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.anl.gov/article/ai-transformers-improve-nuclear-reactor-simulations","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":358,"usable_text_length":358,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":358}},"news_item":{"id":48075,"canonical_url":"https://www.anl.gov/article/ai-transformers-improve-nuclear-reactor-simulations","source_url":"https://www.anl.gov/article/ai-transformers-improve-nuclear-reactor-simulations","title":"AI transformers improve nuclear reactor simulations - 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