{"id":"W2255458194","doi":"10.1007/s13632-015-0251-z","title":"Effects of Various Post-Weld Heat Treatments on Austenite and Carbide Formation in a 13Cr4Ni Steel Multipass Weld","year":2016,"lang":"en","type":"article","venue":"Metallography Microstructure and Analysis","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Austenite; Materials science; Carbide; Welding; Martensite; Tempering; Metallurgy; Microstructure; Lath; Indentation hardness; Composite material","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":[0.00006996231,0.0003127522,0.0006111407,0.0007111803,0.00005532766,0.00003250113,0.0001035113,0.0001797724,0.00001663741],"category_scores_gemma":[0.00001756848,0.0001916848,0.0002659321,0.0005927117,0.00008271066,0.0001880661,0.00003938485,0.000128812,8.916167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000262572,"about_ca_system_score_gemma":0.00000332338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001989559,"about_ca_topic_score_gemma":0.000235396,"domain_scores_codex":[0.9988419,0.00004999654,0.0003697874,0.0003091331,0.0001337286,0.0002954034],"domain_scores_gemma":[0.9994743,0.0001001261,0.00005561955,0.0002233026,0.00004291871,0.0001037432],"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":[0.00007265335,0.00002065141,0.002240605,0.0001843689,0.001172631,0.00001362798,0.0003415216,0.0001082424,0.9865292,0.00003564509,0.00001071481,0.009270114],"study_design_scores_gemma":[0.003685301,0.0004968263,0.1318097,0.0002152792,0.003288805,0.00003314562,0.0001554253,0.0007473708,0.8578911,0.0004324226,0.0005901147,0.0006545359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959904,0.002939792,0.0004550741,0.00005271913,0.00007216108,0.0002839178,0.00008569003,0.00004547262,0.00007478201],"genre_scores_gemma":[0.9984254,0.0009347801,0.0004032712,0.0001140155,0.00001432223,0.00001511713,0.00002516379,0.00002160098,0.00004628175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295691,"threshold_uncertainty_score":0.7816681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003128041067252273,"score_gpt":0.1764225301403408,"score_spread":0.1732944890730885,"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."}}