{"id":"W4411809666","doi":"10.34185/1991-7848.2025.01.07","title":"COMPREHENSIVE STUDY OF GASDYNAMIC FEATURES OF JETS OUTFLOW FROM NOZZLES OF CYLINDRICAL DESIGN FOR OXYGEN CONVERTERS CONDITIONS","year":2025,"lang":"en","type":"article","venue":"Modern Problems of Metalurgy","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outflow; Nozzle; Converters; Oxygen; Mechanical engineering; Mechanics; Computer science; Engineering; Physics; Electrical engineering; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006437006,0.0001856303,0.0006501923,0.0002653268,0.00002568967,0.000003945492,0.0002901343,0.0001241431,0.000008059027],"category_scores_gemma":[0.00005983725,0.0001828272,0.0001201972,0.0001848214,0.00014368,0.00008305901,0.00006681786,0.0001002159,3.394163e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002589106,"about_ca_system_score_gemma":0.00002942963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006707555,"about_ca_topic_score_gemma":0.00005514664,"domain_scores_codex":[0.9987915,0.00004333681,0.0006250418,0.000209699,0.0001789203,0.0001515269],"domain_scores_gemma":[0.998791,0.0003177256,0.0002109555,0.0003930849,0.0002667113,0.00002046312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003838467,0.0001949356,0.00008847554,0.0002817514,0.0005829576,3.227974e-7,0.0006827083,0.6092522,0.3861997,0.0006439497,0.0001396334,0.00189511],"study_design_scores_gemma":[0.002378694,0.0004352075,0.003178316,0.0001709528,0.000276047,6.310196e-7,0.001328504,0.3820347,0.578576,0.03134333,0.00004842848,0.000229166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4180975,0.001101524,0.5794787,0.00002720398,0.0001259113,0.0008360177,0.0001925319,0.00009025521,0.0000502894],"genre_scores_gemma":[0.9729546,0.00005037813,0.02674732,0.000006883825,0.000003767325,0.0001264795,0.00004767614,0.00002375128,0.00003919794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.554857,"threshold_uncertainty_score":0.7455476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625830018802969,"score_gpt":0.2674431542758987,"score_spread":0.241184854087869,"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."}}