{"id":"W4415818517","doi":"10.1177/02670836251391222","title":"Influence of holding times on the tempering mechanisms of bainitic microstructure","year":2025,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Sorel-Tracy; École de Technologie Supérieure","funders":"","keywords":"Tempering; Microstructure; Nanoindentation; Martensite; Electron backscatter diffraction; Quenching (fluorescence); Scanning electron microscope","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":[0.0002536499,0.00008590205,0.0001730139,0.0002096029,0.00008686262,0.00002089324,0.0003522891,0.00008717229,0.00002291023],"category_scores_gemma":[0.0001483971,0.00005445829,0.000008900219,0.0004492273,0.0005445976,0.00006325017,0.0001355854,0.00006997913,0.000001206082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001321134,"about_ca_system_score_gemma":0.00002762311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005361947,"about_ca_topic_score_gemma":4.45826e-7,"domain_scores_codex":[0.9994152,0.000005959574,0.0001878959,0.0001323405,0.00009158195,0.0001670088],"domain_scores_gemma":[0.9996274,0.000026421,0.0000354342,0.0002177999,0.00008036068,0.00001265898],"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":[0.000002513723,0.000001308032,0.000005447021,0.00006111987,0.000003932153,2.49665e-7,0.00002520573,0.0001096863,0.8642322,0.1351708,0.00001137224,0.0003760924],"study_design_scores_gemma":[0.00005580485,0.00003882514,0.0001246444,0.0001082805,0.000004901315,0.00000401033,0.0001031805,0.00003570577,0.959198,0.0402005,0.00007687653,0.00004924923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989113,0.00008125878,0.000111239,0.0002559131,0.0001307969,0.0001159876,0.000008391266,0.00006038571,0.0003247871],"genre_scores_gemma":[0.9996054,0.00002860565,0.0002543693,0.00008559342,0.000003483186,0.000005925331,1.556698e-7,0.000004618128,0.00001180397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09497032,"threshold_uncertainty_score":0.2220745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004206181940828237,"score_gpt":0.1914963640868707,"score_spread":0.1872901821460425,"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."}}