{"id":"W2026045476","doi":"10.1007/s11029-007-0027-x","title":"Guided ultrasonic waves in composite cylinders","year":2007,"lang":"en","type":"article","venue":"Mechanics of Composite Materials","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Materials science; Transverse isotropy; Ultrasonic sensor; Nondestructive testing; Composite number; Longitudinal wave; Composite material; Anisotropy; Solid mechanics; Dispersion (optics); Rod; Isotropy; Volume fraction; Epoxy; Glass fiber; Wave propagation; Acoustics; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000204238,0.0003540254,0.0003845653,0.0008955363,0.0004693694,0.0009216584,0.0005812714,0.000651461,0.001456423],"category_scores_gemma":[0.0009908803,0.0004242431,0.0001593097,0.0004133047,0.001649946,0.0008994494,0.0006240368,0.0004628508,0.0003195599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004703224,"about_ca_system_score_gemma":0.0004571074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590905,"about_ca_topic_score_gemma":0.001136159,"domain_scores_codex":[0.9998459,0.00002863284,0.000003437938,0.00001861714,0.00008158619,0.00002175203],"domain_scores_gemma":[0.9997125,0.0001234651,0.0000518191,0.00001940761,0.00005806692,0.00003472453],"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":[0.0005833731,0.0001547723,0.001620859,0.0002699466,0.00002629587,0.001249518,0.001171616,0.1939636,0.1617881,0.6129189,0.003010014,0.02324304],"study_design_scores_gemma":[0.0001029452,0.0001980965,0.005813341,0.000035114,0.00001877217,0.0009822561,0.0005114045,0.8504373,0.03017584,0.1063276,0.00529131,0.000106032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975587,0.002678962,0.06214226,0.0006301306,0.0001682881,0.0000435079,0.00006512643,0.0001531193,0.03655978],"genre_scores_gemma":[0.9784343,0.0006126549,0.005073305,0.00005452962,0.00005358223,0.00002753296,0.00003856024,0.00004186736,0.01566371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001590905,"threshold_uncertainty_score":0.004872203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130778390664536,"score_gpt":0.2273971538689863,"score_spread":0.216089369962341,"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."}}