{"id":"W2049164187","doi":"10.4028/www.scientific.net/msf.706-709.1146","title":"Microstructure Evolution of AS21 Magnesium Alloy via the SIMA Process","year":2012,"lang":"en","type":"article","venue":"Materials science forum","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Sima; Microstructure; Materials science; Metallurgy; Alloy; Magnesium alloy; Sphericity; Grain size; Magnesium; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004965804,0.0001826927,0.0001815329,0.00008138449,0.0002150884,0.00009790742,0.0006313613,0.00007507312,0.0001852969],"category_scores_gemma":[0.00003177043,0.0001164344,0.00002901282,0.0003468626,0.0006834128,0.0007310184,0.00009315451,0.00007441312,0.00003957252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167942,"about_ca_system_score_gemma":0.00006255991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003956083,"about_ca_topic_score_gemma":0.000007383965,"domain_scores_codex":[0.9985559,0.00002107469,0.0002757625,0.0001698828,0.0003155437,0.0006618656],"domain_scores_gemma":[0.9994038,0.000009961443,0.00007493122,0.0003336716,0.0001064443,0.00007122611],"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":[0.000009127349,0.000004969758,0.00120626,0.00009617156,0.000003740796,1.400827e-7,0.0008013278,0.0004502481,0.996968,0.0002101052,0.0001053969,0.0001445066],"study_design_scores_gemma":[0.000082308,0.00002067448,0.01102134,0.00001122318,0.00001331341,0.00003649606,0.0003716885,0.0002696538,0.9869716,0.00042199,0.0006163925,0.0001632937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958957,0.0007557258,0.0005010533,0.0001070157,0.00213555,0.0002485662,0.00003314147,0.0001153161,0.0002079178],"genre_scores_gemma":[0.9992681,0.000003408526,0.0004544978,0.00003846239,0.0001521356,0.00001699895,0.000002787135,0.00002675589,0.00003691646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009996378,"threshold_uncertainty_score":0.4748057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004648316706328951,"score_gpt":0.2017374868990702,"score_spread":0.1970891701927412,"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."}}