{"id":"W3126099849","doi":"10.32339/0135-5910-2021-1-28-33","title":"Study of rail steel alloying by chrome and vanadium effect on dissociation of overcooled austenite","year":2021,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Metallurgy; Materials science; Austenite; Cementite; Vanadium; Carbide; Ferrite (magnet); Martensite; Alloy; Dissociation (chemistry); Composite material; Microstructure; Chemistry","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":[0.0001458387,0.0001767785,0.0002238684,0.0003216364,0.0001764325,0.0002826934,0.0002222995,0.0001896874,0.001164599],"category_scores_gemma":[0.0003627267,0.0001673348,0.0002237319,0.0002710965,0.0001979017,0.0001650393,0.0001335259,0.0002726174,0.0001435989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601654,"about_ca_system_score_gemma":0.0001323584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003470347,"about_ca_topic_score_gemma":0.004549473,"domain_scores_codex":[0.9997731,0.00001864763,0.00001004183,0.00006168804,0.00009105224,0.00004552297],"domain_scores_gemma":[0.9998037,0.00002899168,0.00004114007,0.00001384708,0.00008898604,0.00002330307],"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":[0.0001605414,0.00001248534,0.001214829,0.00006381617,0.00001284665,0.0000634445,0.00007188545,0.0001742184,0.9966726,0.00003803986,0.00002268353,0.001492519],"study_design_scores_gemma":[0.000005050174,0.0003063609,0.01461497,0.000006433568,0.00001854829,0.00008260285,0.0000817856,0.001078444,0.9827827,0.00001937962,0.0009976914,0.000006016214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980768,0.0005971445,0.0006001646,0.00001161369,0.000006221533,0.000006498142,0.000123285,0.00001622961,0.000562129],"genre_scores_gemma":[0.9980596,0.0002614742,0.0004273168,0.000007772994,0.000002065813,0.000003392274,0.0001469672,0.00001990507,0.001071536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003470347,"threshold_uncertainty_score":0.006900311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004976514126170175,"score_gpt":0.1852657544343312,"score_spread":0.180289240308161,"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."}}