{"id":"W2945522051","doi":"10.2355/isijinternational.isijint-2018-694","title":"Solidification Structure, Non-metallic Inclusions and Hot Ductility of Continuously Cast High Manganese TWIP Steel Slab","year":2019,"lang":"en","type":"article","venue":"ISIJ International","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Twip; Materials science; Metallurgy; Manganese; Slab; Dynamic recrystallization; Ductility (Earth science); Hot working; Microstructure; Austenite; Geology; Creep","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006773794,0.0001787022,0.0001129824,0.0003804289,0.0001381381,0.0001361237,0.0001681935,0.0001418677,0.0008264615],"category_scores_gemma":[0.0001262162,0.0001484527,0.0001694348,0.0002185852,0.0002011203,0.0001551881,0.000126904,0.0001933013,0.0001332085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976294,"about_ca_system_score_gemma":0.0001789068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004795891,"about_ca_topic_score_gemma":0.009648991,"domain_scores_codex":[0.9999124,0.000003444511,0.000003524323,0.00001598827,0.00004896961,0.00001555615],"domain_scores_gemma":[0.9998941,0.00001053478,0.00003258016,0.000008611487,0.00004241597,0.00001170277],"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":[0.0001020564,0.000007597839,0.007049005,0.00004031214,0.000007516465,0.00009950517,0.00007901275,0.0005716971,0.9899256,0.00004295644,0.00002386824,0.002050761],"study_design_scores_gemma":[0.000004490942,0.0002368728,0.1663494,0.000007536003,0.00001819765,0.0002291831,0.0001535719,0.002968313,0.8292868,0.00003690494,0.0006990166,0.000009820518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999054,0.00006273546,0.0004263965,0.000003161553,7.044911e-7,0.000002207201,0.0000873611,0.00001228425,0.0003510747],"genre_scores_gemma":[0.9988402,0.00003896695,0.0003589348,0.000001391944,4.492487e-7,0.000002322374,0.0001447734,0.000005643099,0.0006074183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004795891,"threshold_uncertainty_score":0.009535909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004503144000361245,"score_gpt":0.2063578739229284,"score_spread":0.2018547299225672,"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."}}