{"id":"W3026158540","doi":"10.17073/1683-4518-2013-1-3-5","title":"ФОРМИРОВАНИЕ МАГНЕЗИАЛЬНЫХ ШЛАКОВ РАЦИОНАЛЬНОГО СОСТАВА ПРИ КОНВЕРТЕРНОМ ПЕРЕДЕЛЕ ВЫСОКОФОСФОРИСТЫХ ЧУГУНОВ И НАНЕСЕНИЕ ИЗНОСОУСТОЙЧИВОГО ШЛАКОВОГО ГАРНИСАЖА НА ФУТЕРОВКУ С ПРИМЕНЕНИЕМ МАГНЕЗИАЛЬНОГЛИНОЗЕМИСТОГО ФЛЮСА","year":2016,"lang":"ru","type":"article","venue":"Новые огнеупоры","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ArcelorMittal (Canada)","funders":"","keywords":"Slag (welding); Metallurgy; Steelmaking; Magnesium; Phosphorus; Oxygen; Coating; Flux (metallurgy); Materials science; Waste management; Chemistry; Engineering; Composite material","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":[0.0004561939,0.0002666263,0.000314426,0.001000461,0.0007976868,0.002334469,0.0004032497,0.000641523,0.02285215],"category_scores_gemma":[0.0008288658,0.0002768238,0.0002785818,0.001097313,0.0007840392,0.0009348477,0.0005600167,0.0008098971,0.007063879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007900703,"about_ca_system_score_gemma":0.00114993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002038816,"about_ca_topic_score_gemma":0.00347338,"domain_scores_codex":[0.9992598,0.0000852488,0.00003377866,0.0001456225,0.000392887,0.00008269369],"domain_scores_gemma":[0.9996275,0.0001021527,0.00005022637,0.00005731077,0.0001260863,0.00003674833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002174261,0.0001185895,0.002509055,0.0008458364,0.00003848232,0.001156637,0.0008848525,0.002940988,0.2154643,0.2263663,0.01300884,0.5364487],"study_design_scores_gemma":[0.000034202,0.0001928384,0.006016666,0.0001755727,0.00005020005,0.002082153,0.0009411043,0.00367769,0.1111384,0.05157286,0.8240236,0.00009467526],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1010182,0.03533236,0.1691921,0.00291037,0.001237185,0.0002301134,0.001709847,0.0007076126,0.6876622],"genre_scores_gemma":[0.6739491,0.01981855,0.1277037,0.000348054,0.0002434432,0.0003037472,0.001137473,0.0004172257,0.1760787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02285215,"threshold_uncertainty_score":0.07644808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007553814150312514,"score_gpt":0.1916818765577191,"score_spread":0.1841280624074066,"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."}}