{"id":"W2111244811","doi":"10.2140/jomms.2010.5.289","title":"A novel application of a laser Doppler vibrometer in a health monitoring system","year":2010,"lang":"en","type":"article","venue":"Journal of mechanics of materials and structures","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laser Doppler vibrometer; Laser scanning vibrometry; Doppler effect; Laser Doppler velocimetry; Acoustics; Materials science; Laser; Optics; Medicine; Laser beams; Physics; Radiology","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":[0.0007608997,0.0003992605,0.0005175128,0.0006664549,0.000266056,0.000590398,0.000992485,0.001319325,0.001776745],"category_scores_gemma":[0.001247456,0.0002954778,0.00022136,0.0003408293,0.0005391522,0.0008925148,0.0008445124,0.0004488456,0.0004602574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003814504,"about_ca_system_score_gemma":0.0004640199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004093676,"about_ca_topic_score_gemma":0.0005016945,"domain_scores_codex":[0.9988675,0.0001953368,0.00005111007,0.0003329447,0.0004726512,0.00008054403],"domain_scores_gemma":[0.9992989,0.0002918985,0.0000926811,0.00009377244,0.0001647889,0.00005795512],"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":[0.0003534841,0.0001738383,0.003115016,0.0002584947,0.00002428649,0.0002012623,0.0001544251,0.001750823,0.8801159,0.001349117,0.0005317317,0.1119717],"study_design_scores_gemma":[0.0002818801,0.004235957,0.02064878,0.0001260152,0.0001525674,0.003019846,0.0001531051,0.1000288,0.8388517,0.001449499,0.03087468,0.0001771393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3201026,0.0014536,0.6696796,0.000658015,0.0004823297,0.0005893143,0.0003650693,0.00216475,0.004504715],"genre_scores_gemma":[0.7352632,0.0004408353,0.2605223,0.0003268647,0.00012624,0.0003228171,0.00009997373,0.00002855306,0.002869301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001776745,"threshold_uncertainty_score":0.005943835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257831923511695,"score_gpt":0.2687228075657971,"score_spread":0.2561444883306802,"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."}}