{"id":"W2289826289","doi":"10.1007/bf03355611","title":"Heat Treatment of Heat-Resistant Ferrous Cast Alloys","year":2015,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Materials science; Metallurgy; Austenite; Ultimate tensile strength; Cast iron; Brinell scale; Ferrous; Ductility (Earth science); Microstructure; Annealing (glass); Creep","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":[],"consensus_categories":[],"category_scores_codex":[0.0001892112,0.0001271018,0.0002775834,0.0001222373,0.00001437383,0.00002847288,0.0002242467,0.00004211854,0.00004879173],"category_scores_gemma":[0.00009128217,0.0000930637,0.0001556184,0.00004949135,0.00002119222,0.0001587781,0.00002619542,0.00008943673,0.000005885642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207878,"about_ca_system_score_gemma":0.00004649051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005251589,"about_ca_topic_score_gemma":0.00001006747,"domain_scores_codex":[0.9988421,0.00002087301,0.0005344087,0.00006996746,0.0003983607,0.0001343132],"domain_scores_gemma":[0.9993051,0.0000444458,0.00006084314,0.00007944975,0.0003861606,0.0001240154],"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":[0.0004143823,0.0001318014,0.0001230936,0.00003101925,0.001088296,0.0004364642,0.001277843,0.07213259,0.888629,0.0001799926,0.0007136366,0.0348419],"study_design_scores_gemma":[0.006600044,0.002766692,0.000343245,0.0005745843,0.0003440045,0.003940562,0.001610209,0.03357465,0.8773361,0.000829102,0.071485,0.0005958025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877763,0.003328757,0.003344659,0.0001762877,0.002622794,0.00006523519,0.00001744278,0.00002421796,0.002644257],"genre_scores_gemma":[0.9969641,0.00009555931,0.002379772,0.00002600468,0.000433859,8.201937e-7,0.000002211189,0.00001872329,0.00007898203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07077136,"threshold_uncertainty_score":0.3795027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04917812100555421,"score_gpt":0.2650436677863257,"score_spread":0.2158655467807714,"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."}}