{"id":"W2073555494","doi":"10.4028/www.scientific.net/ssp.217-218.381","title":"Effect of Hot Rolling and Equal-Channel Angular Pressing on Generation of Globular Microstructure in Semi-Solid Mg-3%Zn Alloy","year":2014,"lang":"en","type":"article","venue":"Diffusion and defect data, solid state data. Part B, Solid state phenomena/Solid state phenomena","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Narodowe Centrum Badań i Rozwoju","keywords":"Materials science; Microstructure; Alloy; Equiaxed crystals; Sima; Metallurgy; Pressing; Deformation (meteorology); 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003649531,0.001195152,0.002029693,0.000481474,0.0006990352,0.0005162414,0.001672184,0.0002009523,0.0001155643],"category_scores_gemma":[0.0003024365,0.00101232,0.0001368829,0.0005765985,0.000640718,0.001259402,0.00273584,0.0005346836,0.00003256277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117326,"about_ca_system_score_gemma":0.00014442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006240472,"about_ca_topic_score_gemma":0.0003024228,"domain_scores_codex":[0.9917381,0.001023188,0.002291945,0.002365761,0.001006438,0.001574523],"domain_scores_gemma":[0.9938085,0.0005446403,0.001294411,0.003468166,0.0002629415,0.0006213393],"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":[0.00192962,0.0005955247,0.0005229871,0.001678841,0.0001692717,0.00001922491,0.005855076,0.02241258,0.9564953,0.0001244022,0.001097399,0.009099809],"study_design_scores_gemma":[0.01572376,0.005543037,0.002069086,0.001369721,0.0007966603,0.00007777689,0.001314432,0.5482773,0.3982027,0.004619856,0.01747553,0.004530226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721876,0.001411491,0.005239587,0.00009562443,0.0004886119,0.001921501,0.01832528,0.0001329576,0.0001973503],"genre_scores_gemma":[0.9861633,0.003342568,0.0006230777,0.0002693204,0.0003654859,0.0001416935,0.008758935,0.0001719281,0.0001637183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5582926,"threshold_uncertainty_score":0.9992327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252236042668596,"score_gpt":0.2930094071375403,"score_spread":0.2604870467108544,"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."}}