{"id":"W4389096046","doi":"10.32339/0135-5910-2023-5-367-374","title":"Deforming 20K I-beam rolling in a universal mill and evaluation of different polar stresses level.","year":2023,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Rotation (mathematics); Beam (structure); Curvature; Compression (physics); Rolling resistance; Structural engineering; Materials science; Mechanical engineering; Mechanics; Engineering; Geometry; Composite material; Physics; Mathematics","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":[0.0001706468,0.0002205977,0.0002569778,0.0002148101,0.0002351715,0.0003418463,0.0003583084,0.0004670751,0.003027759],"category_scores_gemma":[0.000270562,0.0001986477,0.0002792421,0.0003305266,0.0002310641,0.0002207629,0.0001578837,0.0002143927,0.0002344653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463235,"about_ca_system_score_gemma":0.0002147323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002809194,"about_ca_topic_score_gemma":0.002911042,"domain_scores_codex":[0.9998751,0.00001210504,0.000006533597,0.00002977337,0.00005709898,0.00001938213],"domain_scores_gemma":[0.9998653,0.00004959812,0.00002459025,0.00002537151,0.00002514029,0.00001007335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005461608,0.0002160504,0.01880294,0.0004265695,0.00004569404,0.000828026,0.0006746347,0.5810934,0.3619418,0.00205829,0.001258638,0.03210783],"study_design_scores_gemma":[0.00002292108,0.0005058319,0.02537246,0.00001811939,0.00002402589,0.0001788883,0.0002867503,0.9117572,0.05983196,0.0003125698,0.001656515,0.00003273687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865794,0.00009873547,0.007404646,0.00003998003,0.00001098225,0.00002141945,0.0003866474,0.0003056343,0.005152662],"genre_scores_gemma":[0.9955475,0.00004063786,0.003264626,0.000005682862,9.670041e-7,0.000009809894,0.0001860048,0.00002059591,0.0009241193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003027759,"threshold_uncertainty_score":0.01012892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225419237515117,"score_gpt":0.2163028579916773,"score_spread":0.1940486656165261,"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."}}