{"id":"W2055315534","doi":"10.1007/s00170-008-1888-4","title":"Study of formability of tailor-welded blanks in plane-strain stretch forming","year":2009,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Formability; Weld line; Materials science; Welding; Transverse plane; Composite material; Deformation (meteorology); Plane stress; Blank; Sheet metal; Fracture (geology); Strain (injury); Metallurgy; Structural engineering; Finite element method; Engineering; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0003893819,0.000122185,0.0002997801,0.0005958332,0.00001419001,0.000005656476,0.0007688527,0.00008695953,0.00001126513],"category_scores_gemma":[0.0001063415,0.00009431304,0.00006311678,0.0001195601,0.0000489114,0.0002318,0.00005781833,0.000365072,3.335663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158929,"about_ca_system_score_gemma":0.00001414061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005075206,"about_ca_topic_score_gemma":0.00002555558,"domain_scores_codex":[0.9986383,0.00001500737,0.0008038505,0.00008054182,0.0003232111,0.0001391081],"domain_scores_gemma":[0.9991564,0.00009831569,0.0003877146,0.0002208192,0.0001192725,0.00001747083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008050466,0.0008011926,0.003639982,0.00008819937,0.0004057366,0.0001126453,0.003248499,0.1988309,0.3059814,0.006654071,0.00002681513,0.4794055],"study_design_scores_gemma":[0.001012151,0.0006048069,0.006621955,0.00009770092,0.00001257053,0.00007345778,0.001162,0.0005534676,0.9346355,0.05506745,0.00006716768,0.00009172904],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998501,0.00005214963,0.0006700389,0.000214143,0.0001741742,0.0001918784,0.000006674668,0.00007698492,0.000112971],"genre_scores_gemma":[0.9967752,0.00003526682,0.003142614,0.000009378021,0.00002114091,0.000002632296,0.000001380234,0.000009055159,0.000003376892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6286541,"threshold_uncertainty_score":0.3845974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139412503537865,"score_gpt":0.2730173930028001,"score_spread":0.2616232679674215,"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."}}