{"id":"W2077948524","doi":"10.1051/dymat/2009202","title":"Constitutive behavior of magnesium alloy sheet at high strain rates","year":2009,"lang":"en","type":"article","venue":"DYMAT 2009 - 9th International Conferences on the Mechanical and Physical Behaviour of Materials under Dynamic Loading","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Crashworthiness; Materials science; Split-Hopkinson pressure bar; Strain rate; Finite element method; Crash; Constitutive equation; Magnesium alloy; Bar (unit); Ultimate tensile strength; Structural engineering; Composite material; Alloy; Computer science; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005038247,0.0003639272,0.0006763404,0.0001001401,0.0001614728,0.0001597651,0.0006262438,0.0001491403,0.001782885],"category_scores_gemma":[0.00006359128,0.0002482038,0.000118149,0.00008704634,0.0002912468,0.0002160837,0.0001754784,0.000137571,0.00005437062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225221,"about_ca_system_score_gemma":0.00007839027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003145123,"about_ca_topic_score_gemma":0.00002841293,"domain_scores_codex":[0.9976774,0.0002135972,0.0007057565,0.0004376136,0.0005969434,0.0003686362],"domain_scores_gemma":[0.9987002,0.0002314463,0.0004616751,0.0002713024,0.000195349,0.0001400089],"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":[0.0002579132,0.0003734872,0.00008188907,0.00001810298,0.00001489816,0.00000674119,0.0001620781,0.00001270897,0.8951311,0.1037358,0.00002527719,0.000180023],"study_design_scores_gemma":[0.0006415197,0.0006926555,0.01028544,0.0001311276,0.000147119,0.00001618057,0.0001877251,0.0001157879,0.9761613,0.01129752,0.000009556873,0.0003140459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947957,0.000008130523,0.0001778069,0.001137396,0.001428758,0.0004109962,0.001885978,0.00005152687,0.0001037304],"genre_scores_gemma":[0.9990476,0.00001273277,0.0002464973,0.0001382666,0.0000954011,0.00003202622,0.0001218418,0.00001621846,0.0002894164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09243826,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674570377685893,"score_gpt":0.2939333112269454,"score_spread":0.2671876074500865,"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."}}