{"id":"W2023806655","doi":"10.1115/1.1364493","title":"Scattering of Guided Waves by Circumferential Cracks in Steel Pipes","year":2000,"lang":"en","type":"article","venue":"Journal of Applied Mechanics","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Scattering; Reflection (computer programming); Materials science; Antisymmetry; Mechanics; Optics; Acoustics; Physics; Computer science","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":[0.0003043007,0.0004262668,0.0002932523,0.0002972256,0.000226413,0.0003545486,0.0003924404,0.0006135657,0.0004754809],"category_scores_gemma":[0.0006623678,0.0002663331,0.0002805799,0.0001836082,0.0006020583,0.0003631389,0.000443348,0.0003077489,0.0001127992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633875,"about_ca_system_score_gemma":0.0003339782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631507,"about_ca_topic_score_gemma":0.00134287,"domain_scores_codex":[0.9998767,0.00003388261,0.000004969563,0.00001850311,0.00005348861,0.00001238635],"domain_scores_gemma":[0.9997464,0.0001181105,0.00004679018,0.00002866704,0.00004611184,0.00001389768],"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":[0.0001443015,0.00007874337,0.003480048,0.000170291,0.00003065859,0.0005190753,0.0004160875,0.7578385,0.1714503,0.03317624,0.0005210619,0.03217464],"study_design_scores_gemma":[0.00001221172,0.00003300174,0.0003444782,0.000004754647,0.000002498212,0.00008166461,0.00001920763,0.9924542,0.005368921,0.001389954,0.0002821106,0.00000693758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2813352,0.0002033605,0.7151034,0.0001000859,0.00002182515,0.0000369178,0.0000348265,0.0001388949,0.003025356],"genre_scores_gemma":[0.8272925,0.0003804327,0.1683288,0.00003935558,0.00001575687,0.0000670271,0.00007268788,0.00004125326,0.003762129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001631507,"threshold_uncertainty_score":0.003243983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006058187602366497,"score_gpt":0.1937692896395817,"score_spread":0.1877111020372152,"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."}}