{"id":"W4223969293","doi":"10.1139/tcsme-2022-0031","title":"Influence of pin profile on formability of friction stir-welded aluminum tailor-welded blanks: an experimental and finite element simulation analysis","year":2022,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formability; Forming limit diagram; Materials science; Necking; Sheet metal; Blank; Welding; Aluminium; Friction stir welding; Deep drawing; Metallurgy; Finite element method; Alloy; Composite material; Structural engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005573502,0.0003818253,0.0003058821,0.0004894385,0.0002650882,0.0003831762,0.0003505119,0.0005272346,0.000819488],"category_scores_gemma":[0.001054611,0.0002487345,0.0004368134,0.0002432117,0.0004777762,0.0003024202,0.0002086709,0.0001872751,0.0001075833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306542,"about_ca_system_score_gemma":0.0002598825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930987,"about_ca_topic_score_gemma":0.002483244,"domain_scores_codex":[0.9997632,0.00002885673,0.00001887917,0.00004553945,0.0001020074,0.00004156126],"domain_scores_gemma":[0.9994354,0.0002534427,0.0001048628,0.00006560378,0.000111587,0.00002906667],"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":[0.0007710269,0.0002517358,0.01811453,0.0002320034,0.00003064621,0.0004717251,0.0004416879,0.5858727,0.3715492,0.0005968928,0.0002069784,0.02146084],"study_design_scores_gemma":[0.00003413057,0.0009116746,0.02021432,0.0000263681,0.00004161595,0.0001392451,0.0002492555,0.8006339,0.1768741,0.0001609547,0.0006638668,0.00005054902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942393,0.00005187327,0.004811292,0.000007970128,0.000004484146,0.00001368105,0.00005225236,0.00004443973,0.0007747028],"genre_scores_gemma":[0.9975536,0.00002754006,0.002088475,0.000002208219,5.132526e-7,0.000007922058,0.00003271215,0.00000561667,0.00028145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001930987,"threshold_uncertainty_score":0.003839552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275209856205224,"score_gpt":0.2408555178786518,"score_spread":0.2281034193165995,"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."}}