{"id":"W2387408996","doi":"","title":"Safety Management and Ensure Measures on Blast Furnace Overhaul","year":2001,"lang":"en","type":"article","venue":"Shandong Metallurgy","topic":"Safety and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Blast furnace; Engineering; Work (physics); Blame; Operations management; Forensic engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006755402,0.0003587151,0.0003561231,0.000385356,0.00038966,0.0003071481,0.0003114256,0.00008638344,0.000631188],"category_scores_gemma":[0.00003573699,0.0002957573,0.000146937,0.0005266059,0.00008372363,0.0006190919,0.000364353,0.0001867712,0.0007103081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004175754,"about_ca_system_score_gemma":0.000004856146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515385,"about_ca_topic_score_gemma":0.0001798744,"domain_scores_codex":[0.9979567,0.00002237472,0.0003717154,0.0005688788,0.0005799039,0.0005004369],"domain_scores_gemma":[0.9992254,0.00004388818,0.0001850867,0.0004383581,0.00007354798,0.00003365206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002597728,0.0007592172,0.01610931,0.0006531863,0.001567958,0.001008734,0.0001576007,0.002808524,0.0001493707,0.4733652,0.02012002,0.4807031],"study_design_scores_gemma":[0.001966846,0.00002231661,0.06272332,0.00008561504,0.0002387001,0.00001052839,0.0002025092,0.001112695,0.0000147084,0.002952208,0.9302582,0.000412367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09407046,0.001513899,0.006579407,0.005842887,0.001656014,0.001287147,0.000004302984,0.0006122898,0.8884336],"genre_scores_gemma":[0.9816898,0.001231582,0.0002026061,0.006025585,0.001055758,0.00004216942,0.00002537154,0.00005870525,0.009668485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9101381,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597263481003562,"score_gpt":0.2049812981950898,"score_spread":0.1890086633850542,"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."}}