{"id":"W2004785198","doi":"10.1016/j.physd.2005.06.009","title":"Localized periodic patterns for the non-symmetric generalized Swift-Hohenberg equation","year":2005,"lang":"en","type":"article","venue":"Physica D Nonlinear Phenomena","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scaling; Bifurcation; Parametric statistics; Envelope (radar); Mathematics; Computation; Mathematical analysis; Hamiltonian (control theory); Context (archaeology); Statistical physics; Nonlinear system; Physics; Parameter space; Classical mechanics; Geometry; Quantum mechanics; Mathematical optimization; Statistics","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":[0.0003967005,0.0002656454,0.0002703039,0.0001552245,0.0003654327,0.0003331559,0.001014142,0.0000551919,0.00002276951],"category_scores_gemma":[0.00002647633,0.0001985881,0.0002121178,0.0005937251,0.00003915136,0.0006435382,0.0001940279,0.0001651332,0.0001951235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112878,"about_ca_system_score_gemma":0.0000666275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008518773,"about_ca_topic_score_gemma":0.00003750822,"domain_scores_codex":[0.9982511,0.00005757437,0.0004223459,0.0004249282,0.0003932147,0.0004508859],"domain_scores_gemma":[0.9984555,0.000228092,0.0002430332,0.0007891074,0.0001793398,0.0001048746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009158208,0.0008071737,0.0005551654,0.000126634,0.0002270245,0.000001439904,0.003126358,0.017621,0.001834555,0.06473944,0.0008876339,0.909982],"study_design_scores_gemma":[0.001191001,0.00009773154,0.000528592,0.00001274301,0.00002657526,0.000001789054,0.00002328804,0.9514455,0.0007555037,0.0009358572,0.04471364,0.0002677603],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03807133,0.0001532644,0.9563392,0.003009052,0.000412833,0.0008177282,0.0001068193,0.0001487603,0.0009410467],"genre_scores_gemma":[0.9196297,0.0000983218,0.07430362,0.001795839,0.003319973,0.0002129191,0.0002714735,0.00004903889,0.0003191453],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9338245,"threshold_uncertainty_score":0.8098186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235867194440679,"score_gpt":0.2549626561086597,"score_spread":0.2326039841642529,"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."}}