{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003305199,0.0002462455,0.0003991707,0.0003161649,0.0002511118,0.0004830369,0.0002094802,0.0003230189,0.0005397983],"category_scores_gemma":[0.0006508184,0.0000962408,0.0002859615,0.0004477254,0.0002776392,0.0003450591,0.0001764419,0.0002412314,0.00009959944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309052,"about_ca_system_score_gemma":0.0002339174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008316439,"about_ca_topic_score_gemma":0.0005587816,"domain_scores_codex":[0.9997767,0.00002342946,0.00001367228,0.00005146536,0.0001044508,0.00003033622],"domain_scores_gemma":[0.9997146,0.0001062282,0.00005002217,0.00001994,0.00009153601,0.00001762714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002504812,0.00004284632,0.007411785,0.0001556543,0.000009640234,0.0004571246,0.0002826496,0.006712764,0.9700925,0.0004533529,0.0002026531,0.01392854],"study_design_scores_gemma":[0.00004871512,0.001575002,0.1110281,0.00004943039,0.00005046197,0.001008698,0.0008283759,0.1067236,0.7713622,0.0003876287,0.006834827,0.0001029322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823873,0.0009557649,0.01474455,0.00002643308,0.0000176704,0.00003361568,0.0003227821,0.0001709661,0.001340937],"genre_scores_gemma":[0.9961174,0.0002702658,0.002822967,0.000006150519,0.000004470895,0.00001369755,0.0003041173,0.00002117719,0.0004398501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008316439,"threshold_uncertainty_score":0.002400935,"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."}}