{"id":"W2890877127","doi":"10.1007/s00170-018-2695-1","title":"Influence of thermomechanical shrinkage on macrosegregation during solidification of a large-sized high-strength steel ingot","year":2018,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep de Sorel-Tracy; École de Technologie Supérieure","funders":"","keywords":"Ingot; Shrinkage; Materials science; Metallurgy; Finite element method; Composite material; Structural engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001389265,0.000179594,0.00021163,0.0001093306,0.0001747655,0.0001949346,0.0001256977,0.0001469558,0.0008665402],"category_scores_gemma":[0.0003671107,0.0001148485,0.0001262515,0.0001260056,0.0002372113,0.0002381249,0.0001090758,0.000214974,0.0001188966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216216,"about_ca_system_score_gemma":0.0002278403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154913,"about_ca_topic_score_gemma":0.002093643,"domain_scores_codex":[0.9999397,0.000006064693,0.000004757691,0.00001482428,0.00001716897,0.00001748613],"domain_scores_gemma":[0.9997852,0.00009346542,0.00005310375,0.00001364999,0.00003539754,0.00001914645],"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":[0.0004944563,0.00001707225,0.0008001591,0.00003926897,0.000006836559,0.0001262253,0.00008813467,0.0009978485,0.9950074,0.00005837064,0.00003081577,0.002333269],"study_design_scores_gemma":[0.000007696108,0.0002284612,0.005643781,0.000002592286,0.00000907023,0.00003694692,0.00004898165,0.002874566,0.9908316,0.00001428594,0.0002948292,0.000007264451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994377,0.0001297164,0.0001454068,0.000009236391,0.000004961681,0.000001438626,0.00002653001,0.000008795508,0.0002360968],"genre_scores_gemma":[0.9997073,0.00005050649,0.00007371083,0.00000303269,0.000001632097,8.863208e-7,0.00001838938,0.000005670016,0.0001387994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001154913,"threshold_uncertainty_score":0.002898812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004655969440700865,"score_gpt":0.2355341563233326,"score_spread":0.2308781868826318,"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."}}