{"id":"W7025343365","doi":"","title":"Warm Hydroforming Simulation of 7075 Aluminium Alloy Tubes Using LS-DYNA","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formability; Hydroforming; Aluminium; Aluminium alloy; Tube (container); Heat transfer; Ductility (Earth science)","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":[0.0002929257,0.0004305967,0.0004562679,0.0004632929,0.0004923646,0.0005897956,0.0006076402,0.001011601,0.004150609],"category_scores_gemma":[0.0006986691,0.0003805141,0.0005951736,0.0002878689,0.0005556462,0.0002443688,0.0003931775,0.0004066426,0.000354976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007173821,"about_ca_system_score_gemma":0.0008710921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611423,"about_ca_topic_score_gemma":0.0135623,"domain_scores_codex":[0.9998791,0.00002518339,0.000006922964,0.00001719218,0.00004346978,0.00002807975],"domain_scores_gemma":[0.9995745,0.0002408885,0.00005125327,0.00002143706,0.0000773899,0.00003462266],"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":[0.0000531818,0.00003974591,0.001452855,0.00004512814,0.000006990886,0.000105426,0.00008691262,0.9919585,0.003149367,0.0008432361,0.0002674821,0.001991128],"study_design_scores_gemma":[0.000006460447,0.00002106245,0.0003990805,0.000004351168,0.000002075099,0.000007745929,0.00002213665,0.9986467,0.0005450576,0.00005595695,0.0002861164,0.000003227075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394438,0.0001875689,0.0317711,0.0002412096,0.0000622287,0.0001210395,0.0008814099,0.0007768458,0.0265149],"genre_scores_gemma":[0.986684,0.00008608759,0.008758825,0.00002781525,0.000004811655,0.00008201549,0.000270894,0.00007211852,0.004013325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611423,"threshold_uncertainty_score":0.03204089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05046420462575421,"score_gpt":0.2873051066647717,"score_spread":0.2368409020390174,"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."}}