{"id":37539,"topic":"ai","source":"anl.gov","title":"Inside Argonne’s push toward autonomous scientific discovery - anl.gov","url":"https://www.anl.gov/article/inside-argonnes-push-toward-autonomous-scientific-discovery","url_hash":"6523f5d708146d002074e6c9376e9019f6f81383","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMikAFBVV95cUxOUFQ0bUp1V190a0lfMGx3Qk9laVliQjNYT1g5cnoyWmtpdDRfUUU5MXA2cHprTDNTMkdnUUFucnJTNlVmeHhLQlJSZ05xSXJqbWt2blNmcnJiRTRPY0xlZGM1NjUyanZnTFJTUEl0VVBzQjZmVlRQYmVSaTZHOWhma0hQdDF0eUxMdG03T0xqUFY?oc=5\" target=\"_blank\">Inside Argonne’s push toward autonomous scientific discovery</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">anl.gov</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-15T12:00:00+00:00","fetched_at":"2026-07-15T16:15:04+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/inside-argonnes-push-toward-autonomous-scientific-discovery","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":380,"usable_text_length":380,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":380}},"news_item":{"id":37539,"canonical_url":"https://www.anl.gov/article/inside-argonnes-push-toward-autonomous-scientific-discovery","source_url":"https://www.anl.gov/article/inside-argonnes-push-toward-autonomous-scientific-discovery","title":"Inside Argonne’s push toward autonomous scientific discovery - 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