{"id":"W2274237557","doi":"","title":"Experimental Studies on Active Noise Control Using Smart Structures","year":2003,"lang":"ko","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loudspeaker; Acoustics; Vibration; Actuator; Noise (video); Active noise control; Vibration control; Engineering; Piezoelectricity; Noise control; Active vibration control; Control system; Noise floor; Smart material; Computer science; Noise measurement; Noise reduction; Materials science; Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007143821,0.0006078773,0.0006241118,0.001895111,0.002303594,0.00012399,0.0006231809,0.0002885789,0.0002502116],"category_scores_gemma":[0.00187069,0.0006810405,0.0003111393,0.001263171,0.002197006,0.0009271169,0.0002571616,0.0018108,0.0001324178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002489206,"about_ca_system_score_gemma":0.00145477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971152,"about_ca_topic_score_gemma":0.00007285736,"domain_scores_codex":[0.9948621,0.00107915,0.000458903,0.0007598081,0.001370279,0.001469746],"domain_scores_gemma":[0.9966747,0.001580874,0.0001460069,0.0005065855,0.0003311001,0.0007607188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00134774,0.0005110349,0.0004853706,0.0001108303,0.001195288,0.0003324537,0.001449624,0.09932701,0.1167845,0.7776318,0.0004759396,0.0003483835],"study_design_scores_gemma":[0.02633194,0.003888108,0.01289227,0.003321691,0.0009687481,0.000450951,0.03518699,0.1625042,0.6852947,0.01202592,0.05152319,0.005611263],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6760634,0.004230735,0.2616742,0.0005324773,0.003902858,0.003246826,0.001935039,0.0006709507,0.04774351],"genre_scores_gemma":[0.9965778,0.000176071,0.002108924,0.0001033871,0.0003484614,0.000009390815,0.00003023767,0.00005723182,0.0005884772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7656059,"threshold_uncertainty_score":0.9995641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06530157642961952,"score_gpt":0.3165017265144903,"score_spread":0.2512001500848707,"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."}}