{"id":"W4286481947","doi":"","title":"Full field modeling of recrystallization in polycrystalline nickel base superalloys","year":2019,"lang":"fr","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":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Superalloy; Recrystallization (geology); Materials science; Metallurgy; Crystallite; Nickel; Alloy; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004470194,0.0004572539,0.0006943236,0.0003219713,0.0001073762,0.0001343805,0.0008652846,0.0005900705,0.0009173353],"category_scores_gemma":[0.001053583,0.0005526617,0.0002456638,0.0004016719,0.0000769172,0.0003156718,0.0007045721,0.0006904962,0.00005546233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877536,"about_ca_system_score_gemma":0.0002119232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005687548,"about_ca_topic_score_gemma":0.004141266,"domain_scores_codex":[0.995099,0.002163376,0.001223201,0.0006575236,0.0003695099,0.0004873618],"domain_scores_gemma":[0.9960721,0.0008581603,0.0003393454,0.00161712,0.0009579904,0.0001552864],"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":[0.0001332334,0.0006040986,0.0007622729,0.00253151,0.0001616899,0.00001080955,0.009697293,0.5785688,0.199356,0.197653,0.0001182381,0.01040305],"study_design_scores_gemma":[0.0006960278,0.000001457341,0.0001012431,0.004783439,0.00005164012,0.000008268704,0.0001413344,0.9130594,0.07537645,0.002652826,0.002613788,0.0005141014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4509969,0.001157258,0.5290008,0.001999417,0.0006983068,0.0004723196,0.00004770422,0.0001057387,0.01552152],"genre_scores_gemma":[0.9286453,0.002179146,0.06158819,0.0000349584,0.00003802167,0.00003689209,0.000653841,0.00008687329,0.006736792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4776484,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519968969366369,"score_gpt":0.2114860575824459,"score_spread":0.1962863678887822,"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."}}