{"id":"W3123352871","doi":"10.1615/atomizspr.2021034251","title":"A COMPREHENSIVE STUDY ON THE INFLUENCE OF RESOLVING AN INJECTOR ORIFICE AND THE INFLUENCE OF CREATING STRIPPED OFF DROPLETS ON SPRAY FORMATION USING THE VSB2 SPRAY MODEL","year":2021,"lang":"en","type":"article","venue":"Atomization and Sprays","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Body orifice; Injector; Mechanics; Materials science; Orifice plate; Fuel injection; Diesel engine; Combustion; Mechanical engineering; Thermodynamics; Physics; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003356274,0.0005169775,0.000572153,0.0002294564,0.0003248608,0.0005861349,0.0004807846,0.0005867727,0.001105378],"category_scores_gemma":[0.001334546,0.0002340247,0.0005603008,0.0002242448,0.0003049352,0.0003998711,0.0004653605,0.0005044804,0.0001386452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207365,"about_ca_system_score_gemma":0.0005962757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006745977,"about_ca_topic_score_gemma":0.003603713,"domain_scores_codex":[0.9998502,0.00002662281,0.000007531987,0.00002373014,0.00006462094,0.00002733326],"domain_scores_gemma":[0.999477,0.000257273,0.00006546538,0.00005557316,0.0001021079,0.00004267798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000124224,0.0001529202,0.00547391,0.0002818755,0.00005856351,0.0002827095,0.0000916738,0.8922737,0.08715193,0.001639132,0.0002882154,0.01218118],"study_design_scores_gemma":[0.00001903581,0.0002102717,0.001655807,0.00001430471,0.00002294169,0.00004819407,0.00002796832,0.9754793,0.02142285,0.0001685645,0.0009152896,0.00001544164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513782,0.0008464343,0.04127498,0.0001583174,0.00005351583,0.00007615504,0.0002394978,0.0003046001,0.005668388],"genre_scores_gemma":[0.985529,0.0004519539,0.01247647,0.00002723888,0.000008624934,0.0000266467,0.0001579684,0.00006687336,0.001255157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006745977,"threshold_uncertainty_score":0.01341337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443288591836009,"score_gpt":0.2695699563218294,"score_spread":0.2451370704034693,"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."}}