{"id":"W2968391020","doi":"","title":"Modeling and simulation of ductile fracture in metals using strain localization theory","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Strain (injury); Fracture (geology); Materials science; Computer science; Structural engineering; 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":[0.0003013636,0.0005564025,0.0008590443,0.0007384542,0.000522538,0.0009954419,0.001333358,0.001900854,0.002609085],"category_scores_gemma":[0.001363472,0.0005797941,0.0006487484,0.0006562168,0.0009829842,0.0006920231,0.0007090556,0.0007859666,0.0003315301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007776524,"about_ca_system_score_gemma":0.0009808078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289232,"about_ca_topic_score_gemma":0.007888979,"domain_scores_codex":[0.9998549,0.00003361862,0.000007071337,0.00002033724,0.00004823592,0.0000357723],"domain_scores_gemma":[0.9994191,0.0003233673,0.00006416907,0.00005062123,0.00009370459,0.00004895105],"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":[0.00001677504,0.0000254558,0.0002713951,0.00001857997,0.000006197414,0.00004333845,0.0000244105,0.994714,0.0009809377,0.002490361,0.0001102366,0.001298413],"study_design_scores_gemma":[0.000002746166,0.000004109495,0.00005183132,0.000001264014,9.650169e-7,0.000003990526,0.000004667654,0.9992971,0.0001747923,0.0003999168,0.00005690402,0.000001667514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6958401,0.0009408947,0.2661953,0.0009218571,0.0001474108,0.0001011168,0.0003864664,0.001332954,0.03413397],"genre_scores_gemma":[0.9816961,0.0002459515,0.01382579,0.00004849663,0.00002230104,0.00004797782,0.00009606301,0.0001137936,0.003903526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01289232,"threshold_uncertainty_score":0.02563453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223511502889297,"score_gpt":0.252551945985648,"score_spread":0.2302007956967183,"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."}}