{"id":"W2010838199","doi":"10.2355/isijinternational.43.1611","title":"Effect of Heating Rate on the Development of Annealing Texture in Nonoriented Electrical Steels","year":2003,"lang":"en","type":"article","venue":"ISIJ International","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Annealing (glass); Recrystallization (geology); Grain size; Metallurgy; Electrical steel; Composite material; Grain growth","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":[0.0007301876,0.00005429477,0.000085268,0.00003937473,0.00003617295,0.00001091771,0.0001645043,0.00002049522,0.0004152886],"category_scores_gemma":[0.000262997,0.00003314178,0.00001959582,0.0001024865,0.00002594656,0.00002616606,0.00002123996,0.00005471257,0.00001290441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003046179,"about_ca_system_score_gemma":0.00003821397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001672024,"about_ca_topic_score_gemma":0.000006480675,"domain_scores_codex":[0.9992922,0.00009511256,0.0002568447,0.000105497,0.0001648844,0.0000854373],"domain_scores_gemma":[0.9994956,0.0002623407,0.00008716853,0.00008733828,0.00005463882,0.00001288384],"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":[0.0001328068,0.0001221254,0.002552167,0.00002492578,0.00001227011,6.122612e-7,0.0009553618,0.00128426,0.9415675,0.04297759,0.0001116745,0.01025875],"study_design_scores_gemma":[0.000268843,0.00009606539,0.001888294,0.0000487085,0.000001902362,8.697364e-7,0.00003399897,0.002407157,0.9932145,0.0001239505,0.001871664,0.00004404323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920651,0.00002242699,0.000864086,0.0001495927,0.00008804242,0.0001464228,0.000004591114,0.000005088905,0.006654627],"genre_scores_gemma":[0.9988793,0.000001353467,0.0008947768,0.00004317158,0.00001377145,0.00003641788,0.000002536804,0.000003246435,0.0001254585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05164704,"threshold_uncertainty_score":0.4547118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140159408564202,"score_gpt":0.2664732074796523,"score_spread":0.2550716133940103,"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."}}