{"id":"W2053200282","doi":"10.1007/s11148-013-9553-3","title":"Analysis of the Effect of Periclase-Carbon Refractory Quality on Converter Lining Life","year":2013,"lang":"en","type":"article","venue":"Refractories and Industrial Ceramics","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Periclase; Materials science; Carbon fibers; Refractory (planetary science); Metallurgy; Research Object; Composite material; Magnesium; Composite number; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003803544,0.0002366511,0.0004110041,0.0003330672,0.0002456904,0.0004291416,0.000255624,0.0004518472,0.001685562],"category_scores_gemma":[0.001167136,0.0001484156,0.0004850234,0.0004401449,0.0002947842,0.0003479575,0.0001333199,0.0003122715,0.0002459808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409458,"about_ca_system_score_gemma":0.0002245848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580565,"about_ca_topic_score_gemma":0.001721316,"domain_scores_codex":[0.9996648,0.00003396889,0.0000195618,0.0000677299,0.0001393595,0.0000746662],"domain_scores_gemma":[0.9987998,0.0005915965,0.0001836657,0.00008222266,0.0002758945,0.00006674959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002405418,0.00008216406,0.004321564,0.0001392055,0.00004384077,0.0001822726,0.00006439027,0.002915911,0.98217,0.00006922102,0.00009190818,0.007514223],"study_design_scores_gemma":[0.00001715192,0.001152152,0.02362616,0.000006955174,0.00007814318,0.000108856,0.00007957643,0.004004993,0.9703686,0.00002219056,0.0005182887,0.00001684953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984074,0.0003995333,0.0006037525,0.00001176283,0.000007609906,0.000005535317,0.0001339704,0.00002984842,0.0004006196],"genre_scores_gemma":[0.9989994,0.0001319831,0.0002799634,0.000006397385,0.000001906193,0.000002672535,0.00007671041,0.0000140296,0.0004869495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001685562,"threshold_uncertainty_score":0.005638778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041382012864318,"score_gpt":0.2268017856359698,"score_spread":0.2063879655073266,"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."}}