{"id":"W4214839316","doi":"10.3390/pr10030507","title":"Behavior of Top-Blown Jet under a New Cyclone Oxygen Lance during BOF Steelmaking Process","year":2022,"lang":"en","type":"article","venue":"Processes","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Commission of Shanghai Municipality","keywords":"Nozzle; Steelmaking; Turbulence kinetic energy; Oxygen; Jet (fluid); Mechanics; Turbulence; Meteorology; Materials science; Environmental science; Mechanical engineering; Chemistry; Engineering; Metallurgy; Physics","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":[0.0002351006,0.0002864562,0.0003904157,0.0003620849,0.0005725329,0.000615471,0.0002516866,0.0004435018,0.001102823],"category_scores_gemma":[0.0004544104,0.0001693788,0.0003196293,0.0002692285,0.0004205945,0.0004700177,0.0002169384,0.0003905623,0.0001256595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004007578,"about_ca_system_score_gemma":0.0002961126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813142,"about_ca_topic_score_gemma":0.003555449,"domain_scores_codex":[0.9997982,0.00001105685,0.000009921344,0.00003382342,0.00009256202,0.00005436979],"domain_scores_gemma":[0.9997963,0.00005581871,0.00003930822,0.00001344972,0.00006255222,0.0000325245],"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":[0.001279129,0.000144834,0.02317721,0.0003164386,0.00003957337,0.001889306,0.0008901588,0.03650318,0.9122937,0.0009061237,0.0007847219,0.02177555],"study_design_scores_gemma":[0.0001342393,0.001289789,0.0881817,0.00006764135,0.00007639061,0.0003978022,0.001229886,0.332619,0.5720668,0.0004035502,0.003357882,0.0001753824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997014,0.0001733911,0.001668027,0.00004051053,0.00002030504,0.000008334316,0.00006101363,0.00007134325,0.0009430342],"genre_scores_gemma":[0.9988733,0.00007417009,0.0005065884,0.000008926263,0.000002512419,0.000003847473,0.00007244564,0.000009838349,0.0004482605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003813142,"threshold_uncertainty_score":0.00758189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179961492538877,"score_gpt":0.2330887913379651,"score_spread":0.2212891764125764,"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."}}