{"id":"W1801079062","doi":"10.3968/j.est.1923847920110201.051","title":"Progressive Failure and Energy Absorption of Aluminum Extrusion Damage","year":2011,"lang":"en","type":"article","venue":"Energy science and technology","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crashworthiness; Extrusion; Response surface methodology; Materials science; Deformation (meteorology); Aluminium; Structural engineering; Finite element method; Composite material; Aluminium alloy; Tube (container); Computer science; 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":[0.0001227484,0.0001987769,0.00013619,0.0004306515,0.0001245238,0.000100467,0.0001996804,0.000251273,0.001473443],"category_scores_gemma":[0.0003857029,0.0001094894,0.0001597667,0.000143109,0.0002527184,0.0002115482,0.0001691447,0.0001392946,0.0001967112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258907,"about_ca_system_score_gemma":0.00005278807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005059854,"about_ca_topic_score_gemma":0.0007991898,"domain_scores_codex":[0.9998933,0.00001056446,0.000004494705,0.00001884398,0.00005279408,0.00001993928],"domain_scores_gemma":[0.999832,0.00004221463,0.00004119585,0.00002902022,0.00004552396,0.000009918273],"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":[0.000267188,0.00005916279,0.01275096,0.00009087322,0.00001426793,0.0004887606,0.0003625764,0.02835026,0.9322549,0.0003464732,0.0001375555,0.02487718],"study_design_scores_gemma":[0.00001174765,0.001155269,0.1258867,0.00001603924,0.000016391,0.001009862,0.0002194994,0.1755275,0.6945472,0.0003058386,0.001279801,0.00002410639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969542,0.00005662191,0.002502687,0.000005806057,9.528527e-7,0.000003860894,0.00002095347,0.00003303111,0.0004217621],"genre_scores_gemma":[0.999255,0.00001717873,0.0003242734,0.0000015994,4.321051e-7,0.000001874847,0.00002144186,0.000002928783,0.0003751935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473443,"threshold_uncertainty_score":0.004929185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238491407660893,"score_gpt":0.2298834270837861,"score_spread":0.2174985130071772,"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."}}