{"id":"W2082412750","doi":"10.4028/www.scientific.net/amr.409.343","title":"The Development of Novel Textures in Rare Earth Element Containing Magnesium Alloys","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada); Queen's University","funders":"","keywords":"Materials science; Alloy; Magnesium; Metallurgy; Rare-earth element; Texture (cosmology); Slip (aerodynamics); Rare earth; Homogeneous; Softening; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002748278,0.0001530405,0.0002407446,0.0001035509,0.0004415243,0.00009163329,0.0006995206,0.00005846611,0.000972044],"category_scores_gemma":[0.0001635057,0.0001024208,0.00002272127,0.00023839,0.0002557593,0.000169257,0.000414544,0.0001174757,0.00008218453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005133227,"about_ca_system_score_gemma":0.000202942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000276688,"about_ca_topic_score_gemma":0.000651511,"domain_scores_codex":[0.9975221,0.0001867856,0.0006962842,0.0003663114,0.0005506771,0.0006778108],"domain_scores_gemma":[0.9988448,0.0001613309,0.0001373298,0.000489641,0.000286342,0.00008058341],"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":[0.000337496,0.0001294396,0.00004971336,0.00008004789,0.000002558528,0.000001690513,0.00152067,0.00001222877,0.989044,0.005060454,0.00002686917,0.003734872],"study_design_scores_gemma":[0.000575532,0.0001284103,0.003192186,0.0000359449,0.000001939932,0.000001456462,0.00179846,0.00000896614,0.9857429,0.0003683256,0.008011497,0.000134335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955637,0.0002420293,0.0003060118,0.0001275218,0.0001760558,0.0008141734,0.00002413569,0.00003329278,0.002713074],"genre_scores_gemma":[0.9758024,0.00005464934,0.02273337,0.00002138772,0.00003934696,0.0006590558,0.000007921609,0.00002321034,0.0006587214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02242736,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106900685766811,"score_gpt":0.3473339369615969,"score_spread":0.2366438683849158,"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."}}