{"id":"W1505230063","doi":"10.4271/2005-01-0092","title":"Damage and Formability of AKDQ and High Strength DP600 Steel Tubes","year":2005,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Formability; Materials science; High strength steel; Metallurgy; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088085,0.0001878974,0.0001295282,0.0005103757,0.0001629687,0.0002019048,0.0002436823,0.0002920317,0.001772979],"category_scores_gemma":[0.0006694637,0.0002019794,0.0001180853,0.000269151,0.0003480963,0.0001793552,0.0001786077,0.000179652,0.0003275859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496874,"about_ca_system_score_gemma":0.0001162553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152309,"about_ca_topic_score_gemma":0.002712472,"domain_scores_codex":[0.9996345,0.00002168985,0.00003350624,0.00006251067,0.0002198958,0.00002790312],"domain_scores_gemma":[0.9993401,0.0001126536,0.0001744885,0.00007367812,0.0002154853,0.00008351111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001370826,0.00001770944,0.002982925,0.00003635485,0.000004673264,0.000115335,0.0001154825,0.00125258,0.991266,0.0001085885,0.00008129781,0.003881954],"study_design_scores_gemma":[0.00002201527,0.00116411,0.1141837,0.00001198781,0.00002161673,0.0004783747,0.0001746515,0.008854471,0.8726229,0.00008194296,0.002356622,0.00002749608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981974,0.00008225037,0.000678192,0.000007772955,0.000005022533,0.000007129042,0.00009948955,0.00002015655,0.000902696],"genre_scores_gemma":[0.9959836,0.00005427833,0.001481605,0.000007742392,0.000001497624,0.000005397293,0.0001896197,0.00001006894,0.002266114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001772979,"threshold_uncertainty_score":0.005931199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008546864259141609,"score_gpt":0.2349203735659697,"score_spread":0.2263735093068281,"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."}}