{"id":"W2189279259","doi":"","title":"Oberst Beam Excitation Using Piezo Electric Actuators","year":2000,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Beam (structure); Cantilever; Laser Doppler vibrometer; Transducer; Materials science; Excitation; Shaker; Acoustics; Actuator; Tachometer; Structural engineering; Optics; Vibration; Electrical engineering; Composite material; Engineering; Optoelectronics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001353984,0.0001094774,0.0001019014,0.0003034053,0.0002152935,0.00006423503,0.0004310409,0.0001452227,0.00006780827],"category_scores_gemma":[0.00005645082,0.000122144,0.00002904379,0.0006130679,0.00002729226,0.0001654176,0.000003416697,0.0001399342,0.0001508587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964904,"about_ca_system_score_gemma":0.0004026989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006307096,"about_ca_topic_score_gemma":0.001655227,"domain_scores_codex":[0.9990263,0.00002244535,0.0001502968,0.0002302134,0.0001595131,0.0004112453],"domain_scores_gemma":[0.9992641,0.00002502502,0.00003966245,0.0003663492,0.000064128,0.0002407606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001357865,0.0001193052,0.006854488,0.00009190715,0.0002006736,0.0005467649,0.003205458,0.01634195,0.4203824,0.02561682,0.0389397,0.4876869],"study_design_scores_gemma":[0.001300334,0.0002842582,0.04654347,0.0001371445,0.0001541946,0.0004895601,0.0004172984,0.9034891,0.009509971,0.006901783,0.02891529,0.001857644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8098871,0.0001129167,0.1860247,0.0002790389,0.0005819894,0.0001917345,0.000004055574,0.0002128858,0.002705616],"genre_scores_gemma":[0.9936523,0.00001337912,0.005227916,0.000590046,0.00007939481,0.000003145279,0.000001709989,0.00001046767,0.0004216711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8871471,"threshold_uncertainty_score":0.9534485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092149716278601,"score_gpt":0.2184029156779188,"score_spread":0.1974814185151327,"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."}}