{"id":"W3193736691","doi":"10.1016/j.matlet.2021.130690","title":"Substructure induced dendrite-fragmentation during thermomechanical processing of as-cast Mg-Sn-Li-Zn alloy","year":2021,"lang":"en","type":"article","venue":"Materials Letters","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Substructure; Thermomechanical processing; Alloy; Metallurgy; Dendrite (mathematics); Microstructure; Fragmentation (computing); Composite material; Structural engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002227544,0.0002106019,0.0003183813,0.00005178544,0.0002009544,0.0002444163,0.0002866755,0.00010477,0.003212959],"category_scores_gemma":[0.00004185988,0.0001860858,0.00005433984,0.0001778024,0.00006577955,0.0002458573,0.0001540494,0.0000770632,0.0001043278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005004345,"about_ca_system_score_gemma":0.00005852115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001627371,"about_ca_topic_score_gemma":0.00001530719,"domain_scores_codex":[0.9982312,0.0001387729,0.0005187272,0.0004471902,0.0003240638,0.0003400623],"domain_scores_gemma":[0.9991775,0.00002182073,0.000257166,0.0003653412,0.0001035992,0.00007459323],"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":[0.00005634073,0.0000385,0.00004187418,0.000257572,0.000006895335,0.00002000198,0.0004221682,0.00003196335,0.9985344,0.0003225266,0.00005056226,0.000217189],"study_design_scores_gemma":[0.0004180089,0.00002266799,0.003073406,0.0000654551,0.00002871291,0.00005328034,0.0002743822,0.00001474425,0.9956136,0.00009189031,0.0001285306,0.0002153715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967535,0.0000407139,0.00009680068,0.002097737,0.0004845538,0.0002609619,0.00003504031,0.00008777792,0.0001429423],"genre_scores_gemma":[0.9974521,0.000007416903,0.001082733,0.0009489745,0.0002304351,0.00008062384,0.00003887521,0.00003822371,0.0001205512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003108632,"threshold_uncertainty_score":0.9976982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373587837153112,"score_gpt":0.2371598826130367,"score_spread":0.2234240042415056,"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."}}