{"id":"W2025849101","doi":"10.1007/s11661-014-2288-z","title":"The Evolution of As-cast Microstructure of Ternary Mg-Al-Zn Alloys: An Experimental and Modeling Study","year":2014,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Dendrite (mathematics); Supercooling; Materials science; Microstructure; Ternary operation; Diffusion; Phase (matter); Metallurgy; Directional solidification; Thermodynamics; Kinetic energy; Geometry; Chemistry","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":[0.00009125864,0.0001638325,0.0001653939,0.000166641,0.0002335615,0.0002503297,0.0004134022,0.0003193393,0.0008430046],"category_scores_gemma":[0.0001999137,0.000159856,0.0001681211,0.0002210205,0.0002938129,0.0002019354,0.0000829801,0.0001458079,0.00009140949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005371745,"about_ca_system_score_gemma":0.0003649561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631805,"about_ca_topic_score_gemma":0.01224299,"domain_scores_codex":[0.9999412,0.000003355792,0.000001340901,0.0000114322,0.00003475766,0.000007897028],"domain_scores_gemma":[0.9999107,0.0000200805,0.00001940013,0.00001185698,0.00003254237,0.000005379038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005073427,0.000269662,0.01907107,0.0003244338,0.00002961304,0.0005317956,0.0002934486,0.1650381,0.7979937,0.003113372,0.0007045778,0.01212292],"study_design_scores_gemma":[0.00002854411,0.0001907077,0.05071796,0.00001048825,0.00002579424,0.0001981269,0.0001195008,0.7244691,0.2220734,0.0002818528,0.001859084,0.0000254561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955549,0.0001361851,0.001624774,0.00001740746,0.000005032075,0.00000844356,0.0002394232,0.00005214371,0.002361775],"genre_scores_gemma":[0.9989914,0.00004804635,0.0005096267,0.00000135494,0.000001313822,0.000002238047,0.00005922079,0.000004621522,0.0003821744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008631805,"threshold_uncertainty_score":0.0171631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009593786969273708,"score_gpt":0.2205987972427295,"score_spread":0.2110050102734558,"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."}}