{"id":"W1707179431","doi":"","title":"A new method of acoustical remote evaluation of defective structures and material characterization","year":2007,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Laser Doppler vibrometer; Acoustics; Nondestructive testing; Loudspeaker; Broadband; Vibration; Laser scanning vibrometry; Laser; Materials science; Frequency response; Characterization (materials science); Optics; Engineering; Laser power scaling; Physics; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004816974,0.0005264668,0.0008295082,0.002183728,0.0003629572,0.0006062005,0.001327629,0.0008078842,0.003185106],"category_scores_gemma":[0.001217807,0.0003671,0.0003091396,0.0007233187,0.0007951012,0.00108076,0.0009877519,0.0008452857,0.0008867258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107494,"about_ca_system_score_gemma":0.0004641803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003796392,"about_ca_topic_score_gemma":0.0007171582,"domain_scores_codex":[0.9988361,0.00008656009,0.00003012746,0.000266482,0.0007330258,0.00004771129],"domain_scores_gemma":[0.9990245,0.0002138681,0.0001132812,0.0002391133,0.0003465323,0.00006269503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006676086,0.00004923877,0.0007464907,0.0002184577,0.00001615587,0.0001130366,0.00006772506,0.0007062032,0.8622428,0.0023206,0.0005758909,0.1328767],"study_design_scores_gemma":[0.00006295554,0.001040213,0.01217014,0.00006581596,0.00008758609,0.00728237,0.0001744655,0.06667271,0.8757634,0.003171322,0.03329434,0.0002147924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03692913,0.001413147,0.9524489,0.0001337255,0.0002533049,0.0002073118,0.0002572279,0.002012972,0.00634422],"genre_scores_gemma":[0.2799363,0.0009670531,0.7070105,0.0001151705,0.0001325,0.0004568539,0.0002337617,0.0001541924,0.0109937],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003185106,"threshold_uncertainty_score":0.01065522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186468778306162,"score_gpt":0.2582076495789929,"score_spread":0.2463429617959313,"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."}}