{"id":"W2097781331","doi":"10.4028/www.scientific.net/msf.331-337.583","title":"Characterization of Bendability in Automotive Aluminum Alloy Sheets","year":2000,"lang":"en","type":"article","venue":"Materials science forum","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novelis (Canada); McMaster University","funders":"","keywords":"Materials science; Automotive industry; Alloy; Characterization (materials science); Metallurgy; Aluminium; Composite material; Nanotechnology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006053873,0.00008746684,0.0001621087,0.0001425295,0.00003557883,0.00003627002,0.0002097991,0.00004255489,0.001877072],"category_scores_gemma":[0.0000417063,0.00008471692,0.00001624066,0.0003711717,0.0001465313,0.0005593096,0.00002666836,0.00002908029,0.00002861728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006995497,"about_ca_system_score_gemma":0.00002180127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003187689,"about_ca_topic_score_gemma":0.000005522909,"domain_scores_codex":[0.9990608,0.00001887254,0.0003238675,0.000158068,0.0001999542,0.0002384165],"domain_scores_gemma":[0.9996781,0.000009272866,0.00003714081,0.0001956307,0.00004614795,0.00003369385],"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":[0.000004254359,0.00001295644,0.0005700792,0.00002020992,7.065803e-7,2.848211e-7,0.0001915258,0.0003233856,0.9942127,0.0002612302,0.000003117122,0.004399531],"study_design_scores_gemma":[0.00006046745,0.00002274891,0.04938641,0.0000234507,0.000001032494,7.804545e-7,0.000007061115,0.003460943,0.9462953,0.0004818648,0.0001785146,0.0000814242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981424,0.000001762664,0.00008012474,0.00003070131,0.0002284011,0.0002081201,0.00003376051,0.0001953958,0.001079313],"genre_scores_gemma":[0.9992733,0.000005539157,0.0006114658,0.00001807623,0.0000134282,0.0000136343,0.00001267524,0.000009610384,0.0000422993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04881633,"threshold_uncertainty_score":0.9990354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007416674291712338,"score_gpt":0.2321309541692647,"score_spread":0.2247142798775524,"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."}}