{"id":"W2142345707","doi":"10.1006/jsvi.2000.3535","title":"BIFURCATION AND STABILITY ANALYSES FOR A COUPLED BRUSSELATOR MODEL","year":2001,"lang":"en","type":"article","venue":"Journal of Sound and Vibration","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brusselator; Mathematics; Hopf bifurcation; Mathematical analysis; Bifurcation; Periodic boundary conditions; Stability (learning theory); Limit (mathematics); Boundary value problem; Applied mathematics; Nonlinear system; Physics; Computer science","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":[0.0002870803,0.0004355091,0.0008782081,0.001153916,0.0009830381,0.0008032095,0.0005900785,0.001059872,0.003023142],"category_scores_gemma":[0.001202732,0.0003987021,0.0008383832,0.0003180453,0.0007553541,0.000611676,0.0009352116,0.0006154196,0.0003495236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006072547,"about_ca_system_score_gemma":0.0005267762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005085571,"about_ca_topic_score_gemma":0.002624541,"domain_scores_codex":[0.9999055,0.00002430695,0.000003777235,0.00001511634,0.00002937678,0.00002201674],"domain_scores_gemma":[0.9996816,0.0001587832,0.00005032767,0.00002137382,0.0000581008,0.00002977065],"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":[0.0001891382,0.00007363733,0.0009675919,0.00007477056,0.00008307186,0.0002676289,0.0003096876,0.867296,0.0205189,0.1026671,0.0006006228,0.006951941],"study_design_scores_gemma":[0.000007878309,0.0000106485,0.0001203027,0.000002974086,0.000008374028,0.00001704627,0.00001415009,0.9940106,0.000313634,0.005338375,0.0001497521,0.000006282309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.650674,0.000897724,0.3131174,0.0005800228,0.00007435579,0.00009968767,0.000144292,0.0003008632,0.03411158],"genre_scores_gemma":[0.9891704,0.0002162989,0.004597047,0.00002668395,0.00001689993,0.00004409009,0.00003651542,0.00003250441,0.005859569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005085571,"threshold_uncertainty_score":0.01011342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06399233178894306,"score_gpt":0.3207341122857434,"score_spread":0.2567417804968003,"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."}}