{"id":"W2033745368","doi":"10.1016/j.compositesb.2015.03.058","title":"First-ply failure prediction of an unsymmetrical laminated ellipsoidal woven GFRP composite shell with incorporated surface-bounded sensors and internally pressurized","year":2015,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Victoria University; University of Victoria","keywords":"Materials science; Fibre-reinforced plastic; Composite material; Shell (structure); Composite number; Ellipsoid; Material failure theory; Structural engineering; Finite element method; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000345826,0.0006893582,0.0003121441,0.000447406,0.0002411551,0.0002330819,0.0004642708,0.0007253371,0.0007195642],"category_scores_gemma":[0.0005045437,0.000221069,0.0003765368,0.0001196095,0.0003474862,0.0002671742,0.0002619372,0.0002163133,0.0001938846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155055,"about_ca_system_score_gemma":0.0002602388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002938197,"about_ca_topic_score_gemma":0.003059474,"domain_scores_codex":[0.9998596,0.00001372133,0.000006633112,0.00003867003,0.00005246361,0.0000289438],"domain_scores_gemma":[0.9995428,0.0001427779,0.00009081657,0.00004939999,0.0001308085,0.00004341614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001375928,0.0002469509,0.03167405,0.0001294607,0.00005007709,0.0007541445,0.0001981704,0.5178279,0.4133195,0.0003645693,0.0004135112,0.03364589],"study_design_scores_gemma":[0.000003406152,0.0002165022,0.01068976,0.000002840241,0.000008780163,0.00003648172,0.00002494126,0.9454333,0.04349781,0.00002671729,0.00004890759,0.00001056966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898989,0.0000185536,0.009612712,0.000007627094,0.000005133849,0.000004390724,0.00003859611,0.0001270723,0.0002869353],"genre_scores_gemma":[0.9989576,0.000006118399,0.000795796,0.000001087106,4.137415e-7,0.000001834977,0.00002356253,0.000004929303,0.0002087519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002938197,"threshold_uncertainty_score":0.005842209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506265558794822,"score_gpt":0.196730095564829,"score_spread":0.1816674399768808,"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."}}