{"id":"W1980307776","doi":"10.1121/1.4805187","title":"A hybrid modeling approach for vibroacoustic systems with attached sound packages","year":2013,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université de Sherbrooke","funders":"","keywords":"Computer science; Benchmark (surveying); Flexibility (engineering); Range (aeronautics); Finite element method; Simple (philosophy); Transfer function; Matrix (chemical analysis); Function (biology); Algorithm; Mathematics; Materials science; Structural engineering; Engineering","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":[0.0003496802,0.0006440105,0.0005813451,0.0006660266,0.0003313235,0.000833569,0.001178029,0.001449238,0.002117279],"category_scores_gemma":[0.0004255703,0.000425793,0.0008454984,0.0004525207,0.0005021687,0.0006956102,0.0007396385,0.0006857236,0.0006075809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003708752,"about_ca_system_score_gemma":0.0005713998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693963,"about_ca_topic_score_gemma":0.001734838,"domain_scores_codex":[0.9997976,0.00004546526,0.000009012777,0.00003171272,0.0001010118,0.00001509799],"domain_scores_gemma":[0.9998717,0.00005603184,0.0000127919,0.00001780017,0.00003473344,0.000007026791],"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":[0.00002336648,0.00004348431,0.0002711551,0.0001076766,0.00002853511,0.0001561523,0.0001210114,0.9077026,0.02585051,0.03153371,0.0004697734,0.03369203],"study_design_scores_gemma":[0.000002218193,0.00001635018,0.00004397275,0.00000782117,0.000004628899,0.00004412116,0.000008769458,0.9948161,0.001192649,0.002070741,0.001786117,0.000006524109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005469016,0.0001140159,0.9914034,0.00003990627,0.00001609757,0.00002231162,0.00002357791,0.0001832171,0.002728423],"genre_scores_gemma":[0.3861357,0.0006740028,0.5968668,0.00009693897,0.00004924542,0.0003339141,0.0001737928,0.0002113357,0.01545832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002117279,"threshold_uncertainty_score":0.007082999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207198014975658,"score_gpt":0.2418130848853604,"score_spread":0.2197411047356038,"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."}}