{"id":"W2527702374","doi":"10.1115/detc2001/vib-21543","title":"Scattering and Transmission of Mixed-Mode Waves in Delaminated Thick Composite Beams","year":2001,"lang":"en","type":"article","venue":"","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Finite element method; Delamination (geology); Beam (structure); Materials science; Discretization; Scattering; Frequency domain; Fourier transform; Acoustics; Structural engineering; Optics; Physics; Engineering; Mathematical analysis; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00006096117,0.00009370514,0.0001392606,0.0001028579,0.00001786205,0.000006071326,0.00006571789,0.00007344004,0.00001290662],"category_scores_gemma":[0.000002037923,0.0000847778,0.00001377548,0.0001235765,0.00002317567,0.00007775985,0.00001466913,0.0001140576,5.419731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003603513,"about_ca_system_score_gemma":0.000002802263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002856541,"about_ca_topic_score_gemma":0.00001607347,"domain_scores_codex":[0.9994627,0.00001217468,0.0002013569,0.00009359161,0.00007107374,0.000159145],"domain_scores_gemma":[0.9998036,0.00003256638,0.00001308558,0.00009128189,0.00001243067,0.00004703836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004491609,0.00001890011,0.05088,0.0007759108,0.00001475924,0.00001924979,0.001181954,0.003493777,0.4033421,0.0001821363,0.00008461002,0.5399617],"study_design_scores_gemma":[0.0003339288,0.0000555394,0.4937225,0.0004229727,0.000005401188,0.00003998146,0.00004780777,0.06428456,0.4397201,0.0008040234,0.0003427818,0.0002203522],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953752,0.0002420263,0.003302097,0.00004578851,0.00007272984,0.0001058716,9.068144e-7,0.0003133841,0.0005419629],"genre_scores_gemma":[0.982341,0.0003699981,0.01722691,0.00000666595,0.0000145795,0.000004488983,0.000001964935,0.00001604217,0.00001833654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5397413,"threshold_uncertainty_score":0.3457138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155457940306649,"score_gpt":0.2738097317005385,"score_spread":0.262255152297472,"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."}}