{"id":"W2003796927","doi":"10.1117/12.2083959","title":"Semi-analytical modelling of guided waves generation on composite structures using circular piezoceramics","year":2015,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transducer; Transverse isotropy; Acoustics; Isotropy; Composite laminates; Laser Doppler vibrometer; Materials science; Finite element method; Mechanics; Composite number; Physics; Structural engineering; Optics; Engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001676278,0.0005212859,0.0003685027,0.0002837586,0.000186813,0.0006602549,0.0006988848,0.001123686,0.000779525],"category_scores_gemma":[0.0005639981,0.0003449597,0.0004636843,0.0002611256,0.0006868264,0.0005622373,0.0003091284,0.0003839502,0.0003482168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004028879,"about_ca_system_score_gemma":0.00049187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832838,"about_ca_topic_score_gemma":0.001779505,"domain_scores_codex":[0.9998668,0.00002808514,0.000004790904,0.00002479729,0.0000640516,0.00001148896],"domain_scores_gemma":[0.9997607,0.0001333086,0.00003449535,0.00002077956,0.00004417892,0.000006510652],"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":[0.00002356905,0.00003743067,0.0004749653,0.0000961051,0.00001490692,0.0001690593,0.0001464204,0.9383696,0.04437974,0.006646723,0.0001984381,0.009443007],"study_design_scores_gemma":[0.000001078571,0.000009825042,0.00008498152,0.000002733593,0.000001871412,0.00002693691,0.000009376722,0.9973074,0.001858355,0.0004142637,0.000280116,0.000002934107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1098444,0.0004967299,0.8797666,0.0001519868,0.00003441018,0.0000646021,0.000135408,0.0004241437,0.009081703],"genre_scores_gemma":[0.8956261,0.001153453,0.09327327,0.00005322962,0.00002126032,0.0001890443,0.0001174799,0.00009094732,0.00947528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001832838,"threshold_uncertainty_score":0.003644347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03846644417415048,"score_gpt":0.2428237710257653,"score_spread":0.2043573268516148,"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."}}