{"id":"W2803884774","doi":"10.1016/j.jsv.2018.05.008","title":"A hybrid patch transfer-Green functions method to solve transmission loss problems of flat single and double walls with attached sound packages","year":2018,"lang":"en","type":"article","venue":"Journal of Sound and Vibration","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sound transmission class; Acoustics; Transmission (telecommunications); Transmission loss; Transfer (computing); Computer science; Engineering; Mathematics; Physics; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003846499,0.0001231755,0.0002269685,0.0001487365,0.00009788622,0.00007854799,0.00005851378,0.0000476673,0.00003256909],"category_scores_gemma":[0.000005473798,0.00009130625,0.00003410258,0.0001394266,0.00006913977,0.0003733182,0.000009337859,0.0001550631,0.000001296617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003927848,"about_ca_system_score_gemma":0.00002618521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002205819,"about_ca_topic_score_gemma":0.00003489811,"domain_scores_codex":[0.9991138,0.00002565724,0.0003158917,0.0001141469,0.0002608923,0.0001696189],"domain_scores_gemma":[0.9994501,0.00007429806,0.00004839004,0.00007723416,0.000195055,0.0001549193],"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":[0.0008812402,0.0001320643,0.00156755,0.000667907,0.0002975374,0.00001116303,0.008682965,0.009837341,0.956731,0.0001570317,0.0001465506,0.02088764],"study_design_scores_gemma":[0.01879875,0.02048758,0.01262495,0.001827675,0.001063594,0.001577241,0.005506735,0.2032839,0.6922482,0.03790934,0.002880633,0.001791476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4600703,0.0001258494,0.5393815,0.000150324,0.00002416874,0.0001180976,0.000005045848,0.000009114593,0.0001155781],"genre_scores_gemma":[0.9803721,0.0000333946,0.01932976,0.00001336515,0.0001797829,0.000002865763,0.000003257211,0.0000228207,0.00004266457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5203018,"threshold_uncertainty_score":0.3723361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933260879607439,"score_gpt":0.2742559234786848,"score_spread":0.2449233146826104,"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."}}