{"id":"W2901098847","doi":"10.1002/cjce.23343","title":"CFD simulation of flashing jet applied to area classification","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Flammable liquid; Flashing; Computational fluid dynamics; Hazardous waste; Jet (fluid); Flammability; Volume (thermodynamics); Work (physics); Environmental science; Superheating; Mechanics; Nuclear engineering; Petroleum engineering; Materials science; Waste management; Engineering; Mechanical engineering; Thermodynamics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001514579,0.0000730677,0.0001089674,0.0001674393,0.00002839825,0.00002764194,0.000158052,0.00004541825,0.0000496379],"category_scores_gemma":[0.000202863,0.00006147885,0.00003139958,0.0002604098,0.0000236955,0.00007053951,0.000004859854,0.0001341903,0.000007473225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198815,"about_ca_system_score_gemma":0.0000770688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001926935,"about_ca_topic_score_gemma":0.00007011925,"domain_scores_codex":[0.999452,0.000002619857,0.0002547653,0.00004291785,0.0001252912,0.0001223935],"domain_scores_gemma":[0.9994122,0.00007629839,0.00004874915,0.00008907473,0.0001800138,0.0001936997],"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":[0.000004817039,0.000001557687,0.00003003282,0.00002308598,0.00001501779,5.063333e-7,0.000399163,0.8616956,0.1350807,0.0006448721,0.0003656229,0.001738998],"study_design_scores_gemma":[0.0001798771,0.00001723126,0.0004600512,0.00007851142,0.00001765262,0.0000117135,0.00003172414,0.7078153,0.2849853,0.0001958192,0.006072776,0.0001339696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947051,0.00008733632,0.10231,0.0003916046,0.0003805019,0.00008911159,0.000004137887,0.00004951813,0.00198276],"genre_scores_gemma":[0.9991125,5.738306e-7,0.0006499744,0.00004397183,0.0001695903,0.00000136353,0.000001212017,0.00001452142,0.000006222588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538802,"threshold_uncertainty_score":0.2507035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844883197304498,"score_gpt":0.2135637042670976,"score_spread":0.1951148722940526,"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."}}