{"id":"W2787389977","doi":"10.1007/978-981-10-5849-3_33","title":"Mechanical Behavior of Laminated Composite Curved Tubes","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Finite element method; Composite number; Displacement field; Materials science; Elasticity (physics); Structural engineering; Bending moment; Displacement (psychology); Bending; Composite material; Stress field; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001647323,0.0006326786,0.00101131,0.0004609798,0.00002744698,0.00003342603,0.000375079,0.0009087066,0.0007457795],"category_scores_gemma":[0.00007702308,0.000644276,0.0003313493,0.0002146595,0.00003095248,0.00006475871,0.0001153449,0.0009277619,0.00001565458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893699,"about_ca_system_score_gemma":0.00001527504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008288767,"about_ca_topic_score_gemma":0.00005036415,"domain_scores_codex":[0.9979426,0.00001591285,0.0008289629,0.0004583675,0.0003723512,0.0003817861],"domain_scores_gemma":[0.9989693,0.0001998583,0.0000770126,0.00051503,0.0001220922,0.0001167126],"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":[0.00003673702,0.0000391365,0.00000960412,0.0004399383,0.0004157876,0.00007277083,0.0001114654,0.7601248,0.2195584,0.009268998,0.00003047156,0.009891951],"study_design_scores_gemma":[0.0005198261,0.0001443172,0.00003809656,0.0007001843,0.0004769245,0.00002831459,7.84695e-7,0.8381209,0.1539816,0.003522866,0.001414159,0.001052013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01450852,0.001489067,0.9773629,0.00002817474,0.001376498,0.0007285403,0.00009306794,0.0007607642,0.003652453],"genre_scores_gemma":[0.9771504,0.0002408749,0.0213147,0.00002887981,0.0004188336,0.00002540237,0.0002583463,0.000302885,0.0002596777],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9626419,"threshold_uncertainty_score":0.9996008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006480886834272874,"score_gpt":0.20240212145163,"score_spread":0.1959212346173571,"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."}}