{"id":"W2140031525","doi":"10.1177/1475921712469994","title":"Acoustic emission monitoring of interlaminar delamination onset in carbon fibre composites","year":2013,"lang":"en","type":"article","venue":"Structural Health Monitoring","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université de Sherbrooke","funders":"","keywords":"Acoustic emission; Materials science; Delamination (geology); Composite material; Fracture toughness; Fracture mechanics; Fracture (geology); Strain energy release rate; Envelope (radar)","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":[0.0002038112,0.0002816294,0.0001558111,0.0004211582,0.0001434272,0.0001162847,0.0002440482,0.000282936,0.0003848579],"category_scores_gemma":[0.0003989274,0.0001375705,0.00009999562,0.0001594221,0.0002723101,0.0002524155,0.0002161598,0.0002650814,0.0001016854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053287,"about_ca_system_score_gemma":0.00007655142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005049057,"about_ca_topic_score_gemma":0.0009299039,"domain_scores_codex":[0.9997919,0.00002209876,0.000006317896,0.00004787154,0.0001145753,0.00001724571],"domain_scores_gemma":[0.9996607,0.0001082044,0.00006164271,0.00002805435,0.0001226596,0.0000187304],"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":[0.0000366021,0.00001127188,0.0006563788,0.0000216572,0.000001497909,0.00001987763,0.0000300327,0.0001070749,0.9958389,0.00001219039,0.00000567961,0.003258801],"study_design_scores_gemma":[0.00000551512,0.000324896,0.02386282,0.00000671401,0.000008268997,0.0002307096,0.00007513776,0.004891194,0.97017,0.00003042794,0.0003816218,0.00001275955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678456,0.0002999548,0.03118719,0.00001395181,0.00000667626,0.00003264898,0.00005187968,0.00008209956,0.0004801053],"genre_scores_gemma":[0.9788957,0.0002081909,0.02014974,0.00001433724,0.000005510566,0.00004802458,0.00007161506,0.00001718788,0.0005897573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005049057,"threshold_uncertainty_score":0.00128752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530500179710288,"score_gpt":0.2855425097728438,"score_spread":0.2702375079757409,"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."}}