{"id":"W2023313323","doi":"10.1016/j.ijsolstr.2009.02.012","title":"The influence of particle shape, volume fraction and distribution on post-necking deformation and fracture in uniaxial tension of AA5754 sheet materials","year":2009,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"General Motors of Canada","keywords":"Necking; Materials science; Uniaxial tension; Deformation (meteorology); Volume fraction; Fracture (geology); Composite material; Tension (geology); Particle (ecology); Geology; Ultimate tensile strength","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":[0.0002722117,0.0001657825,0.0002060632,0.0002560992,0.0003091817,0.000376755,0.0002186751,0.0002809469,0.001591352],"category_scores_gemma":[0.001000931,0.000196721,0.0001883049,0.0002217855,0.0003207362,0.0003043097,0.0001481626,0.000205542,0.0001458135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982401,"about_ca_system_score_gemma":0.0001719907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665965,"about_ca_topic_score_gemma":0.002046652,"domain_scores_codex":[0.9998894,0.00001513926,0.000009534791,0.00002125755,0.00003773084,0.00002687682],"domain_scores_gemma":[0.9993962,0.0003692566,0.00008395693,0.00003671691,0.00007811964,0.00003567618],"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":[0.002142333,0.0001638468,0.0129849,0.000126452,0.0000362976,0.0004105378,0.0002648837,0.05537665,0.906804,0.0004642876,0.0002264141,0.0209994],"study_design_scores_gemma":[0.00002555263,0.0007162569,0.06442349,0.00001190259,0.00004801057,0.0001791508,0.0001978404,0.1479472,0.7858157,0.0001850615,0.0004192118,0.00003052689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991102,0.00008171407,0.0003216701,0.000008239474,0.000002510351,0.000001944995,0.00003441477,0.0000108387,0.0004284413],"genre_scores_gemma":[0.9997162,0.00001922644,0.00008832852,0.000001671306,6.721498e-7,0.000001151403,0.00001830975,0.000005162197,0.0001492184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001665965,"threshold_uncertainty_score":0.005323589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004939306577747255,"score_gpt":0.2486090834038787,"score_spread":0.2436697768261315,"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."}}