{"id":"W4310121292","doi":"","title":"Role of γ’ precipitates in recrystallization during forging of γ-γ’ superalloys","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Recrystallization (geology); Superalloy; Forging; Materials science; Metallurgy; Microstructure; Geology","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":[0.001940755,0.000183471,0.0003459482,0.0002666498,0.00006930052,0.00003705172,0.0005093092,0.0001323287,0.0003283309],"category_scores_gemma":[0.0002984392,0.0002241084,0.0001043182,0.0002524585,0.00005045294,0.0001248136,0.0006338346,0.0003012362,0.000001328288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009119894,"about_ca_system_score_gemma":0.00005368175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005449122,"about_ca_topic_score_gemma":0.0005806987,"domain_scores_codex":[0.9978467,0.0008851054,0.0005951615,0.0002575433,0.000219593,0.0001958523],"domain_scores_gemma":[0.9984672,0.0002532612,0.000218439,0.0007154763,0.0003013675,0.00004422913],"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":[0.00003198528,0.0002836445,0.006339057,0.002787264,0.0001344194,0.000002656095,0.03014906,0.08124055,0.8328887,0.03880085,0.00001582445,0.007326015],"study_design_scores_gemma":[0.0004975001,4.408494e-7,0.009177918,0.002370893,0.00003199244,0.000003130279,0.0005219008,0.05518889,0.9251208,0.005018496,0.001660668,0.0004073126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796398,0.0008219283,0.00467495,0.00006795864,0.0001778126,0.000279765,0.00003751527,0.0001188152,0.01418151],"genre_scores_gemma":[0.9906081,0.0006838925,0.007785139,0.000001412286,0.000007017059,0.00005615218,0.0002682622,0.00004230263,0.0005477211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09223218,"threshold_uncertainty_score":0.9138876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006970547502551911,"score_gpt":0.193796869613164,"score_spread":0.1868263221106121,"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."}}