{"id":"W2019208709","doi":"10.1115/imece2009-10687","title":"Growth of Delamination for Laminates Circular Plates Subjected to Transverse Loads","year":2009,"lang":"en","type":"article","venue":"","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"National Natural Science Foundation of China; Natural Science Foundation of Hunan Province; Education Department of Hunan Province","keywords":"Delamination (geology); Materials science; Transverse plane; Transverse shear; Composite material; Boundary value problem; Fiber pull-out; Nonlinear system; Strain energy release rate; Shear (geology); Structural engineering; Physics; Mathematics; Fracture mechanics; Engineering; Mathematical analysis; Composite laminates; Geology","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":[0.00003675659,0.00007453042,0.0001174746,0.0001319669,0.00001861298,0.00001093058,0.00005331403,0.00003926264,0.00003288317],"category_scores_gemma":[0.00001031833,0.00007030351,0.00006065124,0.0002586538,0.000003645709,0.0000688002,0.000001575891,0.00002074869,0.000001118181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002033599,"about_ca_system_score_gemma":0.000002523552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007067223,"about_ca_topic_score_gemma":0.00001430912,"domain_scores_codex":[0.9996172,0.000004057357,0.0001439436,0.00008102201,0.00006558649,0.00008820304],"domain_scores_gemma":[0.9997686,0.00002053189,0.00001315033,0.00006997988,0.000101819,0.00002597247],"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":[0.00002563621,0.00002984084,0.0002857521,0.00008647002,0.00009111816,8.61219e-7,0.0008230034,0.2563104,0.7206671,0.005303754,0.0004771252,0.01589897],"study_design_scores_gemma":[0.0003628038,0.0001232826,0.01294406,0.0000129372,0.00008310776,0.000001127205,0.0000407377,0.3652908,0.6199178,0.0008778616,0.0001735025,0.0001719872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4993955,0.00004440505,0.4991804,0.0000636879,0.00003084426,0.0001479195,0.000004994457,0.00008944325,0.001042793],"genre_scores_gemma":[0.9906767,0.0000114708,0.009176885,0.00002449226,0.00001647969,0.000003350605,0.00004923044,0.00000764439,0.000033746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4912812,"threshold_uncertainty_score":0.2866894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002976674966505089,"score_gpt":0.1892662519117208,"score_spread":0.1862895769452157,"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."}}