{"id":"W4409793679","doi":"10.61091/jcmcc127a-262","title":"Numerical simulation study on the damage mechanism of U26Mn2Si2CrNiMo bainitic austenitic withdrawn fork steel by nonmetallic inclusions","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Austenite; Fork (system call); Metallurgy; Mechanism (biology); Materials science; Structural engineering; Engineering; Microstructure; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001655413,0.0003451622,0.0003482168,0.0003393875,0.0003529653,0.0003269082,0.0005432109,0.0008277576,0.001936714],"category_scores_gemma":[0.0004879739,0.0001966447,0.0004065454,0.0002642167,0.0003511283,0.0003604623,0.0002490907,0.0002358008,0.0001473622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159005,"about_ca_system_score_gemma":0.0003946644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180393,"about_ca_topic_score_gemma":0.00738591,"domain_scores_codex":[0.9999129,0.0000135359,0.000004305859,0.0000146701,0.0000312716,0.00002339315],"domain_scores_gemma":[0.9998057,0.00006719204,0.00004240272,0.00001601956,0.00005242257,0.00001617237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006799334,0.00004226882,0.003864896,0.00006582258,0.00001762032,0.0002372422,0.000101012,0.9804807,0.01078037,0.001419864,0.0002709347,0.002651273],"study_design_scores_gemma":[0.00000528935,0.00001544424,0.000539149,0.000002063179,0.000002463546,0.00001205986,0.00001777835,0.9983566,0.0008242692,0.00008754056,0.0001346718,0.000002563178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461255,0.0001851475,0.04268695,0.0001455989,0.00004086501,0.00003599542,0.0002225078,0.0002472864,0.01031021],"genre_scores_gemma":[0.9928927,0.0000708864,0.005046794,0.00001104305,0.000003617104,0.00002013985,0.0001080687,0.00001557359,0.001831067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180393,"threshold_uncertainty_score":0.02347046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224812075899541,"score_gpt":0.2444874167072067,"score_spread":0.2322392959482112,"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."}}