{"id":"W2015518197","doi":"10.1115/1.1811104","title":"Limit Load of Anisotropic Components Using the M-Beta Multiplier Method","year":2004,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Limit load; Isotropy; Multiplier (economics); Anisotropy; Plasticity; Compressibility; Limit (mathematics); Finite element method; Yield surface; Mathematics; Yield (engineering); Mathematical analysis; Structural engineering; Materials science; Mechanics; Physics; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006698144,0.0006614403,0.0004834607,0.0009558166,0.0003672773,0.0006169052,0.000707643,0.0007142765,0.00356093],"category_scores_gemma":[0.001467034,0.0003967745,0.0003905977,0.0005142763,0.000520176,0.0007270811,0.0009147518,0.000682688,0.0009563103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881249,"about_ca_system_score_gemma":0.0008038204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244374,"about_ca_topic_score_gemma":0.001288319,"domain_scores_codex":[0.9997938,0.00005895616,0.00000679437,0.00002394338,0.0001011644,0.00001525209],"domain_scores_gemma":[0.9996915,0.0001258319,0.00004937187,0.00004133097,0.00007533109,0.00001669416],"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":[0.0001811672,0.00009340993,0.00191293,0.0001617338,0.0000421584,0.0003740968,0.0002848929,0.4907954,0.0691245,0.1756262,0.002421177,0.2589823],"study_design_scores_gemma":[0.000008525308,0.00003059451,0.0001776159,0.00001019088,0.000004283027,0.0000517149,0.00001121029,0.9845582,0.004886957,0.007311159,0.002937997,0.00001148608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01317194,0.00006480642,0.9813207,0.00004497949,0.00001540042,0.00004016676,0.00001787801,0.0001360808,0.005188094],"genre_scores_gemma":[0.2978167,0.0002583622,0.6890944,0.00006035902,0.00004101113,0.0002698612,0.00006862715,0.0002267064,0.01216408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00356093,"threshold_uncertainty_score":0.01191252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498907774096998,"score_gpt":0.2900137621989747,"score_spread":0.2650246844580048,"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."}}