{"id":"W196460199","doi":"10.1007/978-94-007-0723-8_104","title":"Modeling of Ultrasonic Signals Received by a Focused Circular Transducer from a Side-Drilled Hole","year":2011,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transducer; Ultrasonic sensor; Acoustics; Materials science; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001310411,0.000606995,0.0008804481,0.0001263314,0.00007301756,0.00004768479,0.0002793684,0.0005367262,0.0009462348],"category_scores_gemma":[0.00002411965,0.0006393904,0.0003145265,0.00003021728,0.0001029333,0.0001580986,0.00002156832,0.0004413335,0.00005154948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009589284,"about_ca_system_score_gemma":0.00008507385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001374477,"about_ca_topic_score_gemma":0.00002968299,"domain_scores_codex":[0.9980167,0.00001849589,0.0007796026,0.000463488,0.0003555254,0.0003661905],"domain_scores_gemma":[0.9989588,0.0001028881,0.0001702807,0.0004970459,0.0001490623,0.0001219474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002405887,0.00007626694,0.000005820772,0.00117439,0.00243099,0.00003432337,0.004687994,0.1992898,0.7710248,0.006782954,0.002138418,0.01211366],"study_design_scores_gemma":[0.003839052,0.0005469442,0.00001017573,0.004222329,0.002532284,0.00001500101,0.0002569281,0.4841289,0.2170423,0.2226266,0.05941698,0.005362475],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04855024,0.02767548,0.3873033,0.00008910681,0.001538467,0.002701716,0.005112811,0.001740868,0.525288],"genre_scores_gemma":[0.98163,0.001846456,0.001732992,0.00003380797,0.000192538,0.00004768482,0.0004548612,0.0003269775,0.0137347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9330797,"threshold_uncertainty_score":0.999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756098084372175,"score_gpt":0.1841372790691488,"score_spread":0.166576298225427,"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."}}