{"id":"W1980096088","doi":"10.1088/0964-1726/19/8/085005","title":"Structural health monitoring strategy for detection of interlaminar delamination in composite plates","year":2010,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Delamination (geology); Structural health monitoring; Lamb waves; Materials science; Sizing; Transverse plane; Acoustics; Composite material; Composite number; Range (aeronautics); Structural engineering; Wave propagation; Optics; Engineering; Physics; Geology","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":[0.0001663321,0.0003318321,0.0001572658,0.0004943259,0.0001393625,0.0001753825,0.0003098436,0.0003728699,0.0005380174],"category_scores_gemma":[0.0003968528,0.0001329254,0.00009916341,0.00008737793,0.0002257925,0.0002922425,0.0001540486,0.0001679867,0.0001481443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735829,"about_ca_system_score_gemma":0.0001626757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005561244,"about_ca_topic_score_gemma":0.0007311247,"domain_scores_codex":[0.999874,0.00001953274,0.000004646642,0.00003135896,0.00005717683,0.00001321923],"domain_scores_gemma":[0.9997059,0.00006142466,0.00008279066,0.00002414127,0.0001034649,0.00002223763],"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":[0.0004050313,0.0001376387,0.008587509,0.00007865688,0.00001995045,0.0002326611,0.0001273618,0.01129673,0.8288064,0.0004404454,0.0001780951,0.1496897],"study_design_scores_gemma":[0.00003521282,0.001381814,0.03630124,0.00002258248,0.0000564482,0.000852616,0.0002300527,0.3471811,0.6125473,0.0004814699,0.0008718685,0.00003826827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6942335,0.0002361525,0.3035256,0.0001191866,0.00001682604,0.0000623033,0.0000369701,0.0005943864,0.001175032],"genre_scores_gemma":[0.9535344,0.00005562653,0.04587877,0.0000180519,0.000004248817,0.00001690704,0.00002655204,0.000005240143,0.0004602079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005561244,"threshold_uncertainty_score":0.001799881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00973715055586163,"score_gpt":0.2399062191015726,"score_spread":0.230169068545711,"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."}}