{"id":"W3141880203","doi":"10.1007/bf02438224","title":"The applications of a modified normal form approach","year":2001,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Maple; Chen; Zhàng; Computer science; Algebra over a field; Mathematics; Algorithm; Calculus (dental); Applied mathematics; Pure mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181339,0.0008319645,0.0007992556,0.002013888,0.0008893391,0.001746824,0.001445952,0.001572065,0.007647679],"category_scores_gemma":[0.004765732,0.0003347059,0.001113741,0.001243262,0.002360848,0.003761248,0.002149184,0.001778825,0.001399085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009153081,"about_ca_system_score_gemma":0.0006225954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147242,"about_ca_topic_score_gemma":0.001014108,"domain_scores_codex":[0.9991515,0.0003551332,0.00004617718,0.0001163932,0.0002790075,0.00005184117],"domain_scores_gemma":[0.9986579,0.0004650457,0.0001347154,0.0002554161,0.0003740428,0.0001127554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006993221,0.000008999311,0.00006448072,0.00002004949,0.00000586117,0.00004376891,0.00005485721,0.003614856,0.0004281396,0.9852835,0.0008825868,0.009585794],"study_design_scores_gemma":[0.000004283601,0.00001415387,0.00007680718,0.000008893663,0.000003073544,0.00009661768,0.00001711678,0.05609851,0.0001654049,0.9362428,0.00725995,0.00001236332],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02332323,0.002466575,0.8778682,0.00295616,0.001849148,0.0000524628,0.00008892535,0.0001979276,0.09119735],"genre_scores_gemma":[0.5532479,0.005733074,0.3240527,0.00123629,0.004178259,0.0001748671,0.0002066304,0.0005252875,0.1106449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007647679,"threshold_uncertainty_score":0.0255841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008967926212470346,"score_gpt":0.206161856706986,"score_spread":0.1971939304945156,"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."}}