{"id":"W1975848215","doi":"10.1002/srin.201000108","title":"Mathematical Modeling of VOD Oxygen Nozzle Jets","year":2010,"lang":"en","type":"article","venue":"steel research international","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research Fund for Coal and Steel","keywords":"Nozzle; Jet (fluid); Discharge coefficient; Ambient pressure; Mechanics; Flow (mathematics); Materials science; Stagnation pressure; Oxygen; Thermodynamics; Chemistry; Mechanical engineering; Physics; Engineering; Mach number","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005724901,0.00006862617,0.0001018192,0.0001241739,0.00002881607,0.00003355629,0.0003874552,0.00006686346,0.002912012],"category_scores_gemma":[0.0002691474,0.00005789393,0.00005005318,0.0001055226,0.00005972517,0.00009505229,0.00009266687,0.000447837,0.0002766351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002330408,"about_ca_system_score_gemma":0.00002490167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005775064,"about_ca_topic_score_gemma":0.00001226107,"domain_scores_codex":[0.9988301,0.00001322843,0.0002034861,0.0001098479,0.0006388826,0.0002044509],"domain_scores_gemma":[0.9993555,0.0001121939,0.00001238154,0.0001581957,0.0002785755,0.00008312858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006867322,0.0002331036,0.00002239825,0.0003686477,0.000231417,0.0000187541,0.0002513581,0.1411578,0.09292302,0.7538887,0.0004201309,0.01041604],"study_design_scores_gemma":[0.0001293307,0.00001315903,0.00003697384,0.00001693378,0.000001450615,0.000005115145,0.00002201344,0.9646517,0.0003593618,0.03158331,0.00312597,0.00005470116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4775463,0.00004213721,0.06450929,0.0001754955,0.0003662357,0.000118754,0.00001902989,0.00006792787,0.4571548],"genre_scores_gemma":[0.9966581,0.00001936966,0.001840308,0.000003037034,0.0001471169,0.00001281126,0.000008944549,0.00001878688,0.001291539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8234939,"threshold_uncertainty_score":0.9979995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05614519806780012,"score_gpt":0.347976268295995,"score_spread":0.2918310702281949,"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."}}