{"id":"W1991652821","doi":"10.1179/030192302225004601","title":"Analysis of thermomechanical behaviour in billet casting with different mould corner radii","year":2002,"lang":"en","type":"article","venue":"Ironmaking & Steelmaking Processes Products and Applications","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Illinois at Urbana-Champaign; University of British Columbia; National Science Foundation","keywords":"Shell (structure); RADIUS; Materials science; Casting; Composite material; Finite element method; Tension (geology); Stress (linguistics); Metallurgy; Structural engineering; Engineering; Ultimate tensile strength","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":[0.0001132636,0.0002579664,0.0004583913,0.0002639624,0.00009655624,0.00005053847,0.0001943431,0.00008432483,0.00004953786],"category_scores_gemma":[0.00003246999,0.0001910917,0.00004220492,0.001725238,0.00008253314,0.0001081741,0.00005024008,0.0002303108,0.000001412452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003448366,"about_ca_system_score_gemma":0.00001025675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001537187,"about_ca_topic_score_gemma":0.00009390303,"domain_scores_codex":[0.9986555,0.00001621027,0.0003710176,0.0004533275,0.0002084112,0.0002955506],"domain_scores_gemma":[0.9992748,0.00009407231,0.0001429478,0.0003377983,0.00008771456,0.00006260847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001270491,0.003054552,0.06406531,0.01203908,0.003411631,0.00006924564,0.007107847,0.5829551,0.01735231,0.08736977,0.00004304764,0.2224051],"study_design_scores_gemma":[0.001052013,0.0001713494,0.03176979,0.0004437758,0.00189703,0.00005642268,0.0005187157,0.9547587,0.001333926,0.0003791657,0.006348182,0.001270948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486912,0.003604415,0.04415909,0.0001664317,0.00003018743,0.000650726,0.00003055836,0.0001981333,0.002469206],"genre_scores_gemma":[0.9986826,0.0003195332,0.0005166964,0.00001710677,0.00004809465,0.0001804935,0.00001578337,0.00004548279,0.0001742599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3718036,"threshold_uncertainty_score":0.7792494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734317902422962,"score_gpt":0.2140995132852878,"score_spread":0.1967563342610582,"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."}}