{"id":"W2050887597","doi":"10.2464/jilm.56.705","title":"Effects of Mn content on bending formability of extruded AZ31 magnesium alloy pipes","year":2006,"lang":"en","type":"article","venue":"Journal of Japan Institute of Light Metals","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Formability; Materials science; Metallurgy; Manganese; Ductility (Earth science); Magnesium alloy; Alloy; Ultimate tensile strength; Bending; Microstructure; Deformation (meteorology); Elongation; Strain (injury); Composite material; Compression (physics); Magnesium","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":[],"consensus_categories":[],"category_scores_codex":[0.0009786594,0.000198672,0.0008049124,0.0002009607,0.00007859212,0.00002676416,0.0004995727,0.00008281647,0.0001344515],"category_scores_gemma":[0.0002045832,0.0001382312,0.0003236684,0.0001975898,0.0002575587,0.000528684,0.00007784168,0.0001141786,0.000006599806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004824131,"about_ca_system_score_gemma":0.0001141636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002133192,"about_ca_topic_score_gemma":0.00002918027,"domain_scores_codex":[0.9973947,0.00009206642,0.001522528,0.000183897,0.0005741739,0.0002325767],"domain_scores_gemma":[0.9972673,0.0001289544,0.001707941,0.0003346874,0.0004691036,0.0000920217],"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":[0.0001823709,0.0005197939,0.0003328266,0.0006397049,0.00002491389,0.000002809323,0.0001301946,0.0001403969,0.9895336,0.007939366,0.000199238,0.0003548097],"study_design_scores_gemma":[0.000885228,0.0006235444,0.008470237,0.000168141,0.0001881868,0.00002137038,0.00008549087,0.00001474274,0.9856759,0.0004273622,0.003308628,0.0001311496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957219,0.0005960594,0.000293529,0.0003749662,0.000690956,0.0003574917,0.00002231155,0.00001000114,0.00193281],"genre_scores_gemma":[0.9963651,0.00003254309,0.003073271,0.0000278513,0.0001533526,0.0000118441,0.000001944132,0.00001220911,0.0003218891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008137411,"threshold_uncertainty_score":0.5636904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215860507520086,"score_gpt":0.2338645041662059,"score_spread":0.2122784534141973,"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."}}