{"id":"W2048456827","doi":"10.1177/002199801772661434","title":"Delamination Analysis of Layered Shells","year":2001,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Delamination (geology); Finite element method; Composite material; Transverse shear; Transverse plane; Composite number; Shear (geology); Structural engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002270205,0.00009676148,0.000494129,0.0006261811,0.00002024521,0.00004891755,0.0001287095,0.00004782368,0.0004311925],"category_scores_gemma":[0.000006770115,0.00008297727,0.000178346,0.0006692947,0.00001093534,0.0001508139,0.00001170947,0.00004228581,0.000001796006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003935396,"about_ca_system_score_gemma":0.000005691661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006857292,"about_ca_topic_score_gemma":0.000004525299,"domain_scores_codex":[0.9989273,0.00004627889,0.0006825981,0.00005250211,0.0002022961,0.00008904395],"domain_scores_gemma":[0.9992737,0.00003452489,0.000315065,0.0001167049,0.000221355,0.00003868227],"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":[0.00002865716,0.0000116997,0.0007625881,0.000008992911,0.0008200265,0.000005295642,0.00008500541,0.4360254,0.5612605,0.0000310351,0.00004874147,0.0009120053],"study_design_scores_gemma":[0.0007198883,0.0001315431,0.1174572,0.00007393218,0.004289149,0.00006769353,0.00003574879,0.1158175,0.7599558,0.0001618749,0.001001026,0.0002886616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470331,0.0002514792,0.05172594,0.00002186864,0.0002726761,0.00003269651,0.00001034666,0.00001355736,0.0006383174],"genre_scores_gemma":[0.99672,0.0003411661,0.002777865,0.0000112891,0.0001027191,2.928642e-7,0.00002158337,0.0000105962,0.00001452008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3202079,"threshold_uncertainty_score":0.4721256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004380621625623604,"score_gpt":0.207787051109498,"score_spread":0.2034064294838744,"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."}}