{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006234662,0.0001263328,0.000273138,0.00003708902,0.00003748417,0.00003299556,0.00004373445,0.0001181549,0.001345561],"category_scores_gemma":[0.00000104984,0.0001056383,0.00002465176,0.0000454754,0.00004581575,0.00009810946,0.000004354915,0.00009760622,0.000002176267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006625758,"about_ca_system_score_gemma":0.000003851378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002167569,"about_ca_topic_score_gemma":0.00014012,"domain_scores_codex":[0.9993224,0.00002167542,0.0002751334,0.0001554172,0.00006200039,0.0001633924],"domain_scores_gemma":[0.9998353,0.000008410774,0.000008996472,0.00007758807,0.000008988723,0.00006075757],"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":[0.0001661564,0.0000390559,9.809119e-7,0.0004733162,0.00005018715,0.00001978312,0.000485398,0.200464,0.785689,0.0000463169,0.000005718607,0.01256008],"study_design_scores_gemma":[0.006392324,0.0003642929,0.001099384,0.0005958806,0.0004290155,0.000824971,0.0007596157,0.1586021,0.8226955,0.002164893,0.004321718,0.001750315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951443,0.0009040295,0.003432274,0.00002709695,0.00008032608,0.0001201689,0.0001475546,0.00003322902,0.0001109916],"genre_scores_gemma":[0.9981462,0.001107302,0.0005203582,0.00001291471,0.00002422245,0.000006900014,0.000008757263,0.00001514735,0.0001582363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04186187,"threshold_uncertainty_score":0.9995673,"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."}}