{"id":"W3081268628","doi":"","title":"Supersonic ejectors used in refrigeration: what can CFD do for you?","year":2020,"lang":"en","type":"article","venue":"ICTEA: International Conference on Thermal Engineering","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Refrigeration; Injector; Supersonic speed; Flow (mathematics); Computational fluid dynamics; Mechanical engineering; Mechanics; Engineering; Environmental science; Aerospace engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006746319,0.0001982153,0.0001660847,0.0001720677,0.00003254494,0.0002799577,0.0002923933,0.0001075888,0.0002492498],"category_scores_gemma":[0.00008151618,0.0002079027,0.0000646628,0.0001453412,0.00001756488,0.0004314214,0.00002265095,0.0002510311,0.00002689265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338847,"about_ca_system_score_gemma":0.00002760608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000445229,"about_ca_topic_score_gemma":0.000007601689,"domain_scores_codex":[0.9991143,0.0000081462,0.0002500848,0.0002255325,0.0001865688,0.0002153375],"domain_scores_gemma":[0.9996758,0.00004344997,0.00002755484,0.0001220256,0.00006768695,0.00006350531],"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":[0.00006249309,0.00004076069,0.0006699128,0.0001178422,0.0001495539,0.00003382121,0.004113565,0.6797095,0.1132672,0.1923185,0.0004064497,0.009110382],"study_design_scores_gemma":[0.000883738,0.0001028362,0.001407235,0.0002130026,0.000006758426,0.000003724218,0.0007114416,0.9562123,0.03636038,0.0002277423,0.003421427,0.0004493496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721873,0.0001260673,0.01543869,0.005818753,0.001424296,0.0004073115,0.00005149257,0.001295044,0.003250992],"genre_scores_gemma":[0.9983106,0.000101134,0.0009904318,0.0001510057,0.0001468582,0.0001191104,0.00007116633,0.00003698535,0.00007268405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2765028,"threshold_uncertainty_score":0.8478025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740824051492932,"score_gpt":0.2428338301179035,"score_spread":0.2054255896029742,"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."}}