{"id":"W4226379005","doi":"10.2139/ssrn.4088036","title":"Effects of Electrode Size and Configuration on Sound Transmission Loss in Piezo-Laminated Thick Shell","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; RTDS Technologies (Canada)","funders":"","keywords":"Sound transmission class; Electrode; Sound (geography); Materials science; Acoustics; Shell (structure); Transmission (telecommunications); Composite material; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003124242,0.0002615048,0.0002438614,0.0001563977,0.0001669072,0.0004234207,0.0004495635,0.0003439211,0.001659988],"category_scores_gemma":[0.001359886,0.0002813693,0.0001776296,0.0001948928,0.0003357996,0.0005444498,0.0003116496,0.000253437,0.0002823698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777883,"about_ca_system_score_gemma":0.0001086534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002501204,"about_ca_topic_score_gemma":0.0004256672,"domain_scores_codex":[0.9998133,0.00003443859,0.0000162014,0.00004880699,0.00005329337,0.00003401771],"domain_scores_gemma":[0.9982746,0.0008973192,0.0003778923,0.0001414368,0.0002278662,0.0000810061],"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":[0.001390811,0.00006102742,0.001225459,0.0001128593,0.00001474799,0.0003210726,0.0001226515,0.005279199,0.9860592,0.0000942544,0.0001232041,0.005195537],"study_design_scores_gemma":[0.00003534967,0.00108259,0.008801356,0.000020172,0.00005681261,0.0002330065,0.0001469628,0.01160233,0.9776382,0.00004536711,0.0003240598,0.00001383822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970146,0.0001682604,0.002109448,0.00002058759,0.00001503883,0.000002482192,0.00003611033,0.00006173588,0.0005716762],"genre_scores_gemma":[0.9991707,0.00005212056,0.0003728047,0.000007247014,0.000003046314,0.000002154732,0.0000198457,0.00001794548,0.000354106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001659988,"threshold_uncertainty_score":0.005553246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003863974312430073,"score_gpt":0.2137171883130248,"score_spread":0.2098532140005947,"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."}}