{"id":"W2727459889","doi":"10.4050/f-0073-2017-12148","title":"Flow and Heat Transfer Simulation in a Splash Lubricated Bell 525 Accessory Gearbox","year":2017,"lang":"en","type":"article","venue":"","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Splash; Heat transfer; Flow (mathematics); Computer science; Mechanics; Mechanical engineering; 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":[0.00006857086,0.000073533,0.0001095811,0.0000789304,0.00006433547,0.00009969144,0.00009080085,0.00005365063,0.00004196525],"category_scores_gemma":[0.000009322275,0.00006927468,0.00002774199,0.00005262574,0.00001415404,0.00009950057,0.00001874333,0.00007840557,0.00001313423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001633011,"about_ca_system_score_gemma":0.000002590308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002888457,"about_ca_topic_score_gemma":0.0007234149,"domain_scores_codex":[0.9996093,0.00000522607,0.00009900783,0.0001073409,0.00006043096,0.0001187203],"domain_scores_gemma":[0.9997468,0.00001823519,0.000002491395,0.0001859799,0.00001202966,0.00003447121],"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":[0.000003631814,0.00001041685,0.01997051,0.00002357407,0.0000233115,0.000003428926,0.0001107543,0.9724559,0.003074585,0.00003188551,0.000008904674,0.004283067],"study_design_scores_gemma":[0.0002016314,0.000004236831,0.1046239,0.000007377646,0.00001403445,3.171408e-7,0.000005574418,0.894568,0.0003375195,0.00005018557,0.0001068057,0.0000804794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832262,0.0000382818,0.01164271,0.00006016456,0.00004032181,0.00005440825,0.0000019984,0.00006469685,0.0048712],"genre_scores_gemma":[0.999409,0.00004440319,0.0002148168,0.00001066937,0.00001436391,0.000001988131,0.000004591596,0.00001201768,0.0002881635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08465338,"threshold_uncertainty_score":0.282494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338670195864964,"score_gpt":0.2327499424727906,"score_spread":0.219363240514141,"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."}}