{"id":"W7061180858","doi":"","title":"Proceedings of NRC Workshop on Life Cycle Performance and Management of Core Public Infrastructure (eds.)","year":2008,"lang":"en","type":"other","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core (optical fiber); Product life-cycle management; Key (lock); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005224213,0.0005884214,0.0007018837,0.0009349114,0.0008649403,0.004173495,0.001843936,0.00120172,0.07171471],"category_scores_gemma":[0.006703461,0.0002993965,0.0003045796,0.001193385,0.0004844966,0.002242272,0.001126394,0.0008626995,0.01682813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004136445,"about_ca_system_score_gemma":0.006896535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03163167,"about_ca_topic_score_gemma":0.05530726,"domain_scores_codex":[0.9982108,0.0004263032,0.00005500942,0.0001568559,0.0009747194,0.0001764515],"domain_scores_gemma":[0.9941071,0.001133145,0.0001895566,0.0007325497,0.003362009,0.0004754874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002933914,0.0001761123,0.001284335,0.0003203768,0.00001988508,0.0001142236,0.0001934946,0.009526587,0.001903327,0.01786729,0.5955188,0.3727821],"study_design_scores_gemma":[0.00003502294,0.0001534609,0.003898121,0.0003664267,0.00002359352,0.0000939273,0.0003803887,0.01457243,0.0043424,0.01459893,0.9614859,0.00004930174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02456202,0.01271028,0.03851882,0.0268884,0.00645588,0.0005861962,0.007073077,0.002901103,0.8803042],"genre_scores_gemma":[0.1204351,0.01342158,0.02282556,0.001168315,0.001243244,0.0002189434,0.006457443,0.00157433,0.8326555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07171471,"threshold_uncertainty_score":0.2399096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341651054373693,"score_gpt":0.2395325736155885,"score_spread":0.2261160630718516,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}