{"id":"W4398187749","doi":"10.2139/ssrn.4835869","title":"Influence of Die Quench Temperature on Microstructure and Mechanical Properties of Hot-Stamped 22mnb5 and 37mnb5 Boron Steels","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Microstructure; Materials science; Die (integrated circuit); Boron; Metallurgy; Composite material; Nanotechnology; Nuclear physics; Physics","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":[0.0001519058,0.0001498367,0.0002006725,0.0001791446,0.0002303323,0.0002504538,0.0002176766,0.000227135,0.00404276],"category_scores_gemma":[0.0004359442,0.0001567057,0.0001257737,0.0001450349,0.0002390784,0.000194562,0.0001189298,0.0002298457,0.0004149422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003987587,"about_ca_system_score_gemma":0.0001617653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661516,"about_ca_topic_score_gemma":0.005137681,"domain_scores_codex":[0.9998833,0.0000075599,0.000005961502,0.00002564376,0.00004152917,0.0000360804],"domain_scores_gemma":[0.9996918,0.00008966161,0.00006885414,0.00003016788,0.00008851153,0.00003093983],"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":[0.0004848996,0.00002059421,0.001177913,0.00005450622,0.0000112136,0.00009888965,0.00009232591,0.0007459117,0.9949367,0.00006511575,0.0001123512,0.002199498],"study_design_scores_gemma":[0.00001184053,0.0004286673,0.02099562,0.000005517741,0.00001575807,0.00004100267,0.0001042034,0.001930202,0.9757652,0.00001841016,0.0006718097,0.00001171799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998871,0.000202952,0.0002374648,0.00001644771,0.00001007176,0.000002370082,0.0001390032,0.00002813063,0.000492338],"genre_scores_gemma":[0.9988402,0.00006591002,0.0001368328,0.000007187067,0.000003008525,0.000002190437,0.0001064136,0.00001679458,0.0008215968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00404276,"threshold_uncertainty_score":0.01352441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101551199446688,"score_gpt":0.2267552188228157,"score_spread":0.2166000988781469,"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."}}