{"id":"W7024603552","doi":"","title":"Sound transmission loss of orthotropic sandwich panels with soft core and noise control treatment","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Multimodal Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shearing (physics); Sandwich-structured composite; Noise control; Sound transmission class; Orthotropic material; Compressibility; Core (optical fiber); Noise (video)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007723643,0.0001095686,0.0001601868,0.00003785429,0.0000828351,0.00002060553,0.000164101,0.00003548093,0.00003876597],"category_scores_gemma":[0.000006565771,0.00007410914,0.00002648264,0.0001101748,0.00006021852,0.0001278724,0.00001949064,0.00006624211,0.000008592569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002033217,"about_ca_system_score_gemma":0.00002826629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006651795,"about_ca_topic_score_gemma":0.000003191705,"domain_scores_codex":[0.9993175,0.00003635289,0.0001242711,0.0001851043,0.0001423896,0.0001943645],"domain_scores_gemma":[0.9993498,0.0001079488,0.00007015681,0.0003044494,0.00003561631,0.0001320584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005820518,0.0003494267,0.7585254,0.00003484383,0.00005268845,0.00000317541,0.003292823,0.0003002482,0.0290936,0.01484095,0.00001455855,0.1934341],"study_design_scores_gemma":[0.002641032,0.0004499111,0.9375655,0.00002901463,0.00005542807,0.00004782487,0.00001877039,0.05351347,0.001578868,0.002602683,0.001287349,0.0002101125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5971667,0.00006321172,0.4016564,0.0004200055,0.00001234488,0.0001697285,0.000002750865,0.00004107179,0.0004677839],"genre_scores_gemma":[0.9648839,0.000008997181,0.03493742,0.00004135234,0.00002893435,0.00003552677,0.000001947856,0.000007681517,0.00005426703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3677172,"threshold_uncertainty_score":0.3022083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789696566873682,"score_gpt":0.2659122823416156,"score_spread":0.2480153166728787,"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."}}