{"id":"W1969796846","doi":"10.4028/www.scientific.net/kem.340-341.639","title":"Numerical Simulation of Warm Deep Drawing of AZ31 Magnesium Alloy Sheet with Variable Blank Holder Force","year":2007,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Emergency Physicians","funders":"Nature; British Heart Foundation","keywords":"Blank; Deep drawing; Formability; Magnesium alloy; Sheet metal; Materials science; Metallurgy; Die (integrated circuit); Computer simulation; Alloy; Composite material; Mechanics; Physics","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":[0.0002541419,0.0003370232,0.000427829,0.0003613783,0.0005169262,0.0004103293,0.0005188878,0.001034514,0.001951884],"category_scores_gemma":[0.0008237651,0.0002179634,0.0004796583,0.0003665544,0.0004910036,0.0003358131,0.0003130011,0.0002674622,0.0001260013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004885514,"about_ca_system_score_gemma":0.0005147051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262345,"about_ca_topic_score_gemma":0.006097253,"domain_scores_codex":[0.9998928,0.00002461594,0.000005856095,0.00001378742,0.00003564788,0.00002732681],"domain_scores_gemma":[0.9996927,0.0001680762,0.00004382068,0.00002018232,0.00005036213,0.00002484789],"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":[0.00005411097,0.00001936978,0.001446765,0.00003630189,0.000008482132,0.000134796,0.00006628796,0.99014,0.003844942,0.001643197,0.0001726278,0.002433008],"study_design_scores_gemma":[0.000006770542,0.00001441125,0.000289574,0.0000023561,0.000002278477,0.00000900016,0.0000126778,0.9988105,0.0005806393,0.0001274971,0.0001408765,0.00000353533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001741,0.0002956845,0.07607023,0.0003136847,0.00006497977,0.00006181325,0.0002804345,0.0003795272,0.02235958],"genre_scores_gemma":[0.9900929,0.00006597125,0.008136514,0.0000170646,0.000004359978,0.00002983943,0.00007533536,0.00001720689,0.001560764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262345,"threshold_uncertainty_score":0.02509999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006744796632888641,"score_gpt":0.2154656110880017,"score_spread":0.2087208144551131,"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."}}