{"id":"W4283774164","doi":"10.1016/j.compositesa.2022.107060","title":"Combining digital image correlation and phased-array ultrasonics for non-destructive testing of translaminar fracture in composite laminates","year":2022,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Digital image correlation; Phased array; Composite laminates; Composite number; Nondestructive testing; Fracture (geology); Structural engineering; Materials science; Composite material; Computer science; Engineering; Radiology; Telecommunications; Medicine","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":[0.001006215,0.0003770445,0.0003938785,0.0010086,0.0001804069,0.0005391702,0.0005616602,0.0004675637,0.0008868661],"category_scores_gemma":[0.001553048,0.0003794754,0.000184177,0.0007946395,0.000655562,0.0007656753,0.0006272436,0.0003272344,0.0001741478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339517,"about_ca_system_score_gemma":0.0005503149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018342,"about_ca_topic_score_gemma":0.004068223,"domain_scores_codex":[0.9992971,0.0001517438,0.00002702416,0.0001145529,0.0003397371,0.00006975618],"domain_scores_gemma":[0.9983619,0.001008911,0.0001745561,0.00008081133,0.0003261663,0.00004756469],"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":[0.0003487751,0.0001112871,0.004677609,0.0001396428,0.00002391341,0.00008472172,0.0001055952,0.00240658,0.9226149,0.0003683551,0.0001096129,0.0690091],"study_design_scores_gemma":[0.00006841002,0.0006242127,0.02006555,0.00002232075,0.00009889467,0.0006729495,0.0001428807,0.08814744,0.8888974,0.0003521391,0.0008526917,0.00005506764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7550886,0.001119035,0.2411936,0.0001283538,0.00004886976,0.00007055503,0.00008339595,0.000352622,0.001915052],"genre_scores_gemma":[0.881384,0.0004936156,0.1168192,0.00008737545,0.00003439502,0.00004547189,0.00005077606,0.00003881672,0.001046396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001018342,"threshold_uncertainty_score":0.005321443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009821442360298078,"score_gpt":0.2202061866349013,"score_spread":0.2103847442746032,"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."}}