{"id":"W2046733847","doi":"10.1016/j.scriptamat.2005.05.010","title":"Effect of type-B Portevin–Le Chatelier bands on the onset of necking in uniaxial tension of strip cast AA5754 sheets","year":2005,"lang":"en","type":"article","venue":"Scripta Materialia","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada","keywords":"Necking; Materials science; Dynamic strain aging; Tension (geology); Portevin–Le Chatelier effect; Composite material; Uniaxial tension; Strain (injury); Strain rate; Ultimate tensile strength; Anatomy","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":[0.00020424,0.0001986291,0.0002371627,0.0002322342,0.0003437677,0.0004458574,0.0002963818,0.0002490617,0.005357995],"category_scores_gemma":[0.0007288085,0.0002167994,0.0001369616,0.0001548686,0.0003830927,0.0003023807,0.0002803721,0.0005618082,0.0002903086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055126,"about_ca_system_score_gemma":0.0002180557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008784943,"about_ca_topic_score_gemma":0.001279392,"domain_scores_codex":[0.9998935,0.00001260725,0.00000542466,0.00001574682,0.00002804622,0.0000445683],"domain_scores_gemma":[0.9993929,0.000319716,0.000112505,0.00003325111,0.00004160379,0.0001001209],"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":[0.001636247,0.00009334352,0.0007639357,0.000166252,0.000017632,0.0002533097,0.0002758144,0.002147857,0.9892694,0.0008620996,0.0003744138,0.004139496],"study_design_scores_gemma":[0.00004729189,0.0003426496,0.0109749,0.00003973435,0.00002304014,0.00007768198,0.0002064093,0.01309799,0.9741396,0.0001505966,0.0008786502,0.00002157743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969824,0.000238916,0.0003225433,0.00004338405,0.00002395746,0.000004948331,0.00004397241,0.00003815164,0.002301614],"genre_scores_gemma":[0.9993905,0.00006187952,0.00008799593,0.000007410512,0.000002702559,0.000003308745,0.00002263015,0.00001720705,0.0004062644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005357995,"threshold_uncertainty_score":0.01792425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240805672826271,"score_gpt":0.243413275022999,"score_spread":0.2310052182947363,"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."}}