{"id":"W2902282093","doi":"10.1109/estc.2018.8546346","title":"High Precision Numerical and Experimental Thermal Studies of Microelectronic Packages in Still Air Chamber Tests","year":2018,"lang":"en","type":"article","venue":"2018 7th Electronic System-Integration Technology Conference (ESTC)","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computational fluid dynamics; Natural convection; Mechanics; Heat transfer; Convection; Heat transfer coefficient; Thermal conduction; Forced convection; Materials science; Microelectronics; Fluid dynamics; Convective heat transfer; Thermodynamics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002347271,0.0003096239,0.0005155971,0.0004050664,0.0000689602,0.00001767858,0.0001769337,0.0003344519,0.00003356186],"category_scores_gemma":[0.00005120694,0.0002686454,0.00003901284,0.0005078283,0.0003071706,0.0002059473,0.00003499238,0.0003611991,0.00002038382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004516234,"about_ca_system_score_gemma":0.0001371888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007433693,"about_ca_topic_score_gemma":0.0004019629,"domain_scores_codex":[0.9982787,0.00007948911,0.0005310586,0.00037872,0.000165488,0.0005665391],"domain_scores_gemma":[0.9993173,0.00006663869,0.00006401476,0.0003095769,0.0001976044,0.00004484082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002035622,0.0002381217,0.002670865,0.0003109422,0.0003176269,0.00001164889,0.004105296,0.001416617,0.8931241,0.07757762,0.0003216702,0.0197019],"study_design_scores_gemma":[0.00124408,0.001608769,0.001776295,0.0004578163,0.00003815685,0.00008251535,0.002263625,0.02973058,0.9616179,0.0006212871,0.0001309678,0.0004279641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673959,0.003915455,0.02697351,0.0001869101,0.0002193343,0.0005269085,0.000006838214,0.0004762585,0.0002988843],"genre_scores_gemma":[0.998795,0.0004027667,0.000517408,0.00001240273,0.0000565674,0.0001305895,0.00001387582,0.00003695706,0.00003438986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07695634,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138508841356341,"score_gpt":0.2540263051079559,"score_spread":0.2426412166943925,"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."}}