{"id":"W188561126","doi":"10.1533/9780857093844.1.3","title":"Current developments in wrought magnesium alloys","year":2012,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Formability; Materials science; Metallurgy; Crystal twinning; Magnesium; Refining (metallurgy); Alloy; Magnesium alloy; Cracking; Texture (cosmology); Composite material; Microstructure","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":[0.0003147946,0.0007872705,0.0006419723,0.001066419,0.0003792021,0.001579069,0.001230742,0.001038161,0.02330709],"category_scores_gemma":[0.0003335156,0.0003983978,0.0004195761,0.002050007,0.0003335728,0.002084379,0.0007642964,0.0006317858,0.0114687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007761318,"about_ca_system_score_gemma":0.0006572802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008363784,"about_ca_topic_score_gemma":0.001898534,"domain_scores_codex":[0.9998153,0.00001203812,0.0000158064,0.00003743279,0.00009821989,0.00002122463],"domain_scores_gemma":[0.9999198,0.00001947753,0.000009764207,0.000009910368,0.00003159346,0.000009499303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009474649,0.00009760586,0.0001609563,0.003856405,0.0000255022,0.0002490654,0.0001815217,0.0008733906,0.02830392,0.03529922,0.03026445,0.9005932],"study_design_scores_gemma":[0.000004378435,0.00004395067,0.0002524854,0.0002332479,0.00001069416,0.0001865704,0.00004100359,0.0001674765,0.00345887,0.005021843,0.9905724,0.000007128944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008253323,0.6496161,0.007341637,0.001296523,0.00274439,0.00004629999,0.0002080715,0.0004777381,0.330016],"genre_scores_gemma":[0.0447326,0.4572198,0.01538058,0.001097172,0.001895474,0.00005583283,0.0009000421,0.0002705282,0.478448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02330709,"threshold_uncertainty_score":0.07796997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541208063562048,"score_gpt":0.2467628535343485,"score_spread":0.221350772898728,"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."}}