{"id":"W1992491445","doi":"10.1007/s11661-000-0116-0","title":"Modeling of microstructure and residual stress in cast iron calender rolls","year":2000,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Equiaxed crystals; Microstructure; Gray iron; Residual stress; Thermocouple; Cast iron; Austenite; Metallurgy; Casting; Composite material; Cooling curve","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":[0.0002274897,0.0004220447,0.0006531212,0.0003484041,0.0004553638,0.0008912269,0.0009973961,0.001467117,0.002173071],"category_scores_gemma":[0.0007518786,0.000490364,0.000543553,0.0002886268,0.0005530746,0.0004439745,0.0002133303,0.0004058482,0.0002398917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236265,"about_ca_system_score_gemma":0.001137785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0378964,"about_ca_topic_score_gemma":0.02215724,"domain_scores_codex":[0.9999101,0.00001389813,0.000003851613,0.00002002944,0.00002984224,0.00002235678],"domain_scores_gemma":[0.999773,0.00009749278,0.00003717752,0.00002142966,0.0000423616,0.00002858061],"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":[0.00003637417,0.0000279661,0.0004556422,0.00001546961,0.000006791505,0.00009263313,0.00001404053,0.9932315,0.003796292,0.001061818,0.0001226767,0.001138806],"study_design_scores_gemma":[0.000004558171,0.000008478847,0.0002773988,7.448791e-7,0.000001815214,0.000005620822,0.000003801574,0.9992237,0.0002983517,0.00009418921,0.0000789714,0.000002312067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024405,0.0009633593,0.07168148,0.0004518189,0.00009932536,0.00008052823,0.0004961354,0.0007158283,0.02307099],"genre_scores_gemma":[0.9926157,0.0001661153,0.003181369,0.00002036226,0.00001361225,0.00001800458,0.00008559728,0.00005103284,0.003848254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0378964,"threshold_uncertainty_score":0.07535166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007588677238118579,"score_gpt":0.1838170150070209,"score_spread":0.1762283377689023,"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."}}