{"id":"W2079102770","doi":"10.4028/www.scientific.net/msf.765.281","title":"A Finite-Volume Model for Numerical Solidification of Mg Alloys","year":2013,"lang":"en","type":"article","venue":"Materials science forum","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"AUTO21 Network of Centres of Excellence","keywords":"Finite volume method; Materials science; Discretization; Casting; Volume fraction; Thermocouple; Mechanics; Work (physics); Magnesium alloy; Volume (thermodynamics); Momentum (technical analysis); Convection; Alloy; Thermodynamics; Metallurgy; Composite material; Mathematical analysis; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001628622,0.00008463908,0.0001385551,0.00008806775,0.0000644208,0.00006512299,0.0003501892,0.00005813961,0.00009104975],"category_scores_gemma":[0.00008988527,0.00007418395,0.00002808678,0.0001813503,0.0001655874,0.0002789352,0.00005769633,0.0000221561,0.00005916744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003007991,"about_ca_system_score_gemma":0.0000265362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000172006,"about_ca_topic_score_gemma":0.000001110775,"domain_scores_codex":[0.9992077,0.000002582524,0.0001861311,0.0001447599,0.0001311544,0.0003276678],"domain_scores_gemma":[0.9996175,0.00001518359,0.0000385399,0.0002301551,0.00006392178,0.00003468144],"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":[0.00000219355,0.000007542993,0.00005049672,0.00001829506,0.000002094969,2.864205e-8,0.00007319925,0.01156633,0.9845987,0.001338124,0.001511473,0.0008315213],"study_design_scores_gemma":[0.00006218327,0.00002194871,0.0002029952,0.000004324766,0.000002396977,4.438536e-7,0.000111751,0.531607,0.4650626,0.002675152,0.0001780966,0.00007109623],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7583329,0.00002660274,0.2400478,0.0004719847,0.0002997774,0.0003119589,0.0000286752,0.0003270068,0.0001532373],"genre_scores_gemma":[0.9888465,0.000007758004,0.01076022,0.0000178177,0.0000137865,0.0001882209,0.000003443089,0.00001194535,0.0001503511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5200406,"threshold_uncertainty_score":0.3025134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595403792181279,"score_gpt":0.2268907546376981,"score_spread":0.2109367167158853,"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."}}