{"id":"W4390666542","doi":"10.1016/j.engfracmech.2024.109853","title":"Experimental characterization and cyclic cohesive zone modeling of mode I delamination growth in glass/epoxy composite laminates under high cycle fatigue","year":2024,"lang":"en","type":"article","venue":"Engineering Fracture Mechanics","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Bridging (networking); Materials science; Epoxy; Delamination (geology); Composite laminates; Composite material; Composite number; Glass fiber; Bilinear interpolation; Paris' law; Structural engineering; Cohesive zone model; Fracture mechanics; Computer science; Engineering; Crack closure","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":[0.0002575952,0.0002952576,0.0001772136,0.000237443,0.0002862719,0.0002097413,0.0004424911,0.0004860617,0.001105438],"category_scores_gemma":[0.0004037276,0.0002526796,0.0002177823,0.0001818251,0.0003381965,0.0002859268,0.0001733934,0.0002472817,0.0001394796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493463,"about_ca_system_score_gemma":0.0002204562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002787696,"about_ca_topic_score_gemma":0.004171031,"domain_scores_codex":[0.9998913,0.00001113596,0.00000425464,0.00002220121,0.00005072573,0.00002028181],"domain_scores_gemma":[0.9996665,0.0001258653,0.00004865994,0.00004455852,0.00009801627,0.00001649573],"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":[0.0002738422,0.0001467896,0.004545766,0.0001026616,0.000009983837,0.0001353632,0.0003103118,0.03716839,0.9488723,0.0002265975,0.00014631,0.008061732],"study_design_scores_gemma":[0.00002080901,0.0008658419,0.02900049,0.00001246914,0.00002159661,0.0001419295,0.0001717331,0.3614283,0.6076424,0.0001006684,0.0005640447,0.00002979988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969723,0.0000586669,0.002378088,0.000009852795,0.000002764511,0.00000585896,0.00006048666,0.00004763239,0.0004643717],"genre_scores_gemma":[0.9989535,0.00002651118,0.0007974284,0.000002089219,9.131145e-7,0.000005784318,0.00003049309,0.000006719257,0.0001766146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002787696,"threshold_uncertainty_score":0.005542994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007245478668514641,"score_gpt":0.2212321372882417,"score_spread":0.2139866586197271,"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."}}