{"id":"W2028852750","doi":"10.1016/j.msea.2011.05.048","title":"Texture development in cool deformed microalloyed steels","year":2011,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Formability; Materials science; Metallurgy; Texture (cosmology); Microstructure; Ferrite (magnet); Microalloyed steel; Deformation (meteorology); Toughness; Composite material; Austenite","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":[0.0003200729,0.0001402337,0.0001598107,0.0001330884,0.00004717451,0.00006002467,0.0001903685,0.00005914865,0.00006756062],"category_scores_gemma":[0.00002847678,0.0001139996,0.000008084564,0.0001883802,0.00005102847,0.0002154368,0.00006239588,0.00006848379,0.00001742401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006443959,"about_ca_system_score_gemma":0.0000324209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001826742,"about_ca_topic_score_gemma":0.000005916743,"domain_scores_codex":[0.9991316,0.000002821002,0.0002059717,0.0001727868,0.000127769,0.0003590682],"domain_scores_gemma":[0.9997509,0.000004687802,0.0000110733,0.0001150704,0.00002757189,0.00009075221],"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":[0.000007115852,0.000003885712,0.000011828,0.00007569457,0.000003014756,0.000004297817,0.0009287487,0.0002260719,0.9969743,0.00009714036,0.00002997877,0.001637865],"study_design_scores_gemma":[0.0001623088,0.00001588454,0.004076467,0.00005992746,0.000002039115,0.00001461184,0.00004259578,0.000502151,0.9923258,0.00001794748,0.002585979,0.0001943223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984127,0.0001519507,0.0003010864,0.000004394907,0.0004070601,0.0001223922,0.000002521768,0.0001337575,0.0004641851],"genre_scores_gemma":[0.996779,0.00002496262,0.003077152,0.00003450051,0.00002282669,0.00001706147,0.000001058094,0.00001613088,0.00002727584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004648593,"threshold_uncertainty_score":0.464877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232228364914255,"score_gpt":0.1692033462786618,"score_spread":0.1568810626295192,"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."}}