{"id":"W2546934481","doi":"10.1016/j.compstruct.2016.10.133","title":"Failure analysis of thick composite curved tubes","year":2016,"lang":"en","type":"article","venue":"Composite Structures","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Finite element method; Composite number; Structural engineering; Displacement field; Materials science; Elasticity (physics); Displacement (psychology); Bending moment; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005395274,0.0006101333,0.0004898786,0.001067424,0.0004049942,0.0004230251,0.0007626481,0.0009764336,0.001337764],"category_scores_gemma":[0.001126565,0.0003143007,0.0004675377,0.0003558938,0.0009255767,0.000349753,0.0003510025,0.000356614,0.0002520228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004696816,"about_ca_system_score_gemma":0.0003648062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254214,"about_ca_topic_score_gemma":0.001731726,"domain_scores_codex":[0.9997855,0.00005189579,0.000006303483,0.00002977968,0.00009761113,0.0000289267],"domain_scores_gemma":[0.9993588,0.0002638726,0.0001025785,0.00005557973,0.0001813331,0.00003785368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003195037,0.0000579132,0.003270104,0.00007869061,0.00003561853,0.0002582598,0.0001152096,0.9067174,0.07112863,0.005672771,0.0003882776,0.01195755],"study_design_scores_gemma":[0.000002343059,0.00005722737,0.001423065,0.000004006502,0.000005548844,0.00003262372,0.00001449481,0.9936669,0.004285198,0.0003865326,0.0001150237,0.000006854443],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510781,0.0003079181,0.1421279,0.00008749744,0.00002549465,0.00002858297,0.0001039309,0.0002852003,0.005955434],"genre_scores_gemma":[0.9925963,0.00006342928,0.004803902,0.000008482545,0.000005046003,0.00001401388,0.0000439672,0.00003348033,0.002431389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002254214,"threshold_uncertainty_score":0.00448215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00511761948002741,"score_gpt":0.2088692678462995,"score_spread":0.2037516483662721,"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."}}