{"id":"W2965051912","doi":"10.32339/0135-5910-2019-6-689-694","title":"Regarding a technology of Sulphur removal in acidic induction furnaces","year":2019,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Material Properties and Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Slag (welding); Metal; Metallurgy; Foundry; Induction furnace; Sulfur; Atmosphere (unit); Refining (metallurgy); Materials science; Layer (electronics); Oxygen; Silicon; Chemistry; Composite material; Alloy","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":[0.0003306129,0.0003067775,0.0002570023,0.0004426468,0.00046286,0.0006074648,0.0005706069,0.0004888638,0.001460866],"category_scores_gemma":[0.0002808443,0.000145927,0.0004856794,0.0004418742,0.0003299853,0.0006154613,0.0002570285,0.0004018634,0.0005432076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006568766,"about_ca_system_score_gemma":0.0004367454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086042,"about_ca_topic_score_gemma":0.001527377,"domain_scores_codex":[0.9995521,0.00003330958,0.00001902486,0.00008827545,0.0002599193,0.00004739793],"domain_scores_gemma":[0.9998527,0.00002340558,0.0000262934,0.00002710771,0.00005817256,0.00001228603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003113679,0.0000681648,0.002791681,0.0008742532,0.00002491764,0.0002411228,0.0002047687,0.003555292,0.9403148,0.003020377,0.0004483479,0.04814494],"study_design_scores_gemma":[0.00002544871,0.0007489822,0.008385612,0.00003732637,0.00007068548,0.0005661036,0.0001655188,0.006650027,0.9432245,0.0004887556,0.03961379,0.00002323011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780755,0.008674392,0.08272763,0.0004311948,0.0001647037,0.0002060436,0.0003419777,0.0006002557,0.02877837],"genre_scores_gemma":[0.9600884,0.002630745,0.0275551,0.00005480966,0.00002684141,0.00003350687,0.0002583605,0.00002902785,0.009323194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001460866,"threshold_uncertainty_score":0.004887104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009870758748174564,"score_gpt":0.2033144915789601,"score_spread":0.1934437328307856,"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."}}