{"id":"W2563590814","doi":"10.1142/s021812741750136x","title":"Hidden Symmetry in a Kuramoto–Sivashinsky Initial-Boundary Value Problem","year":2017,"lang":"en","type":"article","venue":"International Journal of Bifurcation and Chaos","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pitchfork bifurcation; Dirichlet boundary condition; Symmetry (geometry); Boundary value problem; Transcritical bifurcation; Dirichlet distribution; Boundary (topology); Cauchy boundary condition; Bifurcation; Dirichlet problem","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004300689,0.0000757,0.0001067589,0.000271735,0.00009991862,0.0006462491,0.000916585,0.00004609203,0.000007700673],"category_scores_gemma":[0.00006047318,0.00006785738,0.00004738598,0.00004704354,0.00003872951,0.001396333,0.0001545314,0.0001610617,0.000009246669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006405717,"about_ca_system_score_gemma":0.00009414997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004727049,"about_ca_topic_score_gemma":0.00003053945,"domain_scores_codex":[0.9990389,0.00003206037,0.0003744786,0.0001031285,0.000362594,0.00008882016],"domain_scores_gemma":[0.998893,0.0000303393,0.0005491497,0.0001810879,0.0002900839,0.00005634601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007322953,0.000297818,0.06228285,0.00003931843,0.0001285103,0.0001361042,0.003636825,0.00008175024,0.0009787864,0.1810695,0.0002867304,0.7509885],"study_design_scores_gemma":[0.004944974,0.0003840432,0.651903,0.0007974041,0.00002214336,0.001499663,0.0002730472,0.1876885,0.002198657,0.1329112,0.016789,0.0005882643],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877912,0.0001538467,0.08913761,0.01687771,0.001807696,0.0001449893,0.000009924825,0.00001733042,0.004059721],"genre_scores_gemma":[0.9905332,0.0001202507,0.00860431,0.0004070757,0.0002615824,0.000002061867,0.000005011973,0.000004601549,0.0000618838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7504002,"threshold_uncertainty_score":0.6231795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582910186821539,"score_gpt":0.3038984206570858,"score_spread":0.2880693187888704,"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."}}