{"id":"W4400950185","doi":"10.1103/physreve.110.014212","title":"Newton-Krylov continuation of amplitude-modulated rotating waves in sheared annular electroconvection","year":2024,"lang":"en","type":"article","venue":"Physical review. E","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Discretization; Physics; Mechanics; Amplitude; Rotational symmetry; Compressibility; Classical mechanics; Flow (mathematics); Mathematical analysis; Mathematics; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000294691,0.0003938242,0.0003146026,0.0003368362,0.0003008698,0.0004637904,0.000400246,0.0004213821,0.000544779],"category_scores_gemma":[0.0006219415,0.000232897,0.0004345961,0.0001521657,0.0006298961,0.0003731327,0.0004463379,0.000443115,0.0001043048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005544915,"about_ca_system_score_gemma":0.000627157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003406034,"about_ca_topic_score_gemma":0.001891625,"domain_scores_codex":[0.9999381,0.00001686874,0.000004027118,0.000009608108,0.00001854507,0.00001270088],"domain_scores_gemma":[0.9998282,0.00005262386,0.00004952983,0.00001576442,0.00003257372,0.00002129179],"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":[0.0001156603,0.00009845477,0.002454937,0.00006346602,0.00003018641,0.0002877946,0.0002478228,0.8449069,0.09422729,0.04601104,0.000314783,0.01124158],"study_design_scores_gemma":[0.000006089628,0.00001517801,0.0001537888,0.000001625825,0.000001220551,0.000007116659,0.000006659634,0.9962981,0.002306733,0.001075869,0.0001240919,0.00000354358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6596677,0.000177521,0.3356008,0.0001333516,0.00004150698,0.00005339594,0.00005292929,0.000197946,0.004074965],"genre_scores_gemma":[0.9270703,0.0001181519,0.07036563,0.00002961506,0.00001358346,0.00007060921,0.00005384261,0.00006878003,0.00220954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003406034,"threshold_uncertainty_score":0.006772459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008322305967146719,"score_gpt":0.2844318837288943,"score_spread":0.2761095777617476,"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."}}