{"id":"W4413587729","doi":"10.1007/s11665-025-11830-1","title":"Effect of Die Bearing Geometry on Extrudability of High-Strength AA6082 Alloy with Cu","year":2025,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aluminium Refining, Degassing and Filtering (Canada); University of British Columbia; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Die (integrated circuit); Alloy; Bearing (navigation); Metallurgy; Copper; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004902091,0.0003183035,0.0004216665,0.0003633801,0.0001914302,0.0004989447,0.0003663335,0.0003252556,0.001182642],"category_scores_gemma":[0.001207416,0.0002498373,0.0001917248,0.0002782768,0.0002529233,0.0004675497,0.0002157796,0.0001976737,0.0002781447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304322,"about_ca_system_score_gemma":0.0001224412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005150624,"about_ca_topic_score_gemma":0.001642418,"domain_scores_codex":[0.9996557,0.00003624375,0.00003118738,0.00006260823,0.0001655633,0.00004866378],"domain_scores_gemma":[0.9993261,0.000180335,0.0001741352,0.00008015272,0.0001980787,0.00004110431],"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":[0.0005758174,0.00006478135,0.003966581,0.0001621703,0.00003152509,0.0003363458,0.0001154267,0.005442213,0.9802341,0.000132785,0.0001036042,0.008834672],"study_design_scores_gemma":[0.00003013177,0.001562068,0.02896976,0.00001547065,0.00005127548,0.0002426969,0.0001346819,0.0132372,0.9537799,0.00003905948,0.001909695,0.0000280847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988872,0.0001710956,0.0004654946,0.000007166954,0.000006122257,0.000004918162,0.00003305122,0.00002938151,0.0003955977],"genre_scores_gemma":[0.9991913,0.00006180851,0.0004400621,0.000004179451,0.000001681975,0.000002369794,0.00003461978,0.00001509427,0.0002488416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001182642,"threshold_uncertainty_score":0.003956318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002582828764327736,"score_gpt":0.1779940142539655,"score_spread":0.1754111854896378,"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."}}