{"id":"W3037486259","doi":"10.1007/s00332-016-9316-7","title":"Feedback Integrators","year":2016,"lang":"en","type":"article","venue":"Journal of Nonlinear Science","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Institute for Information and Communications Technology Promotion; Daegu Gyeongbuk Institute of Science and Technology; Ministry of Science, ICT and Future Planning","keywords":"Manifold (fluid mechanics); Invariant manifold; Mathematics; Kepler problem; Euclidean space; Trajectory; Attractor; Intersection (aeronautics); Dynamical system (definition); Multibody system; Dynamical systems theory; Mathematical analysis; Classical mechanics; Physics","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":[0.0005056963,0.00005867316,0.0001227698,0.00007489364,0.00006394128,0.0000447816,0.0003384998,0.00001096552,0.0001564994],"category_scores_gemma":[0.00003411457,0.0000275264,0.00008070643,0.0002553544,0.0002024353,0.0003356981,0.00003508082,0.00007386291,0.00005627477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002875245,"about_ca_system_score_gemma":0.0001786069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001171962,"about_ca_topic_score_gemma":4.724689e-7,"domain_scores_codex":[0.9991657,0.00001306031,0.0002577366,0.00008533806,0.0003134061,0.0001648029],"domain_scores_gemma":[0.9992749,0.00004509318,0.0002086433,0.000102128,0.0002215697,0.0001476388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006612747,0.0004586437,0.2621812,0.00001002784,0.00005850972,0.00002095724,0.0003566287,0.00003204924,0.3170044,0.08007329,0.002091584,0.3376466],"study_design_scores_gemma":[0.01360875,0.004162751,0.1873477,0.003406109,0.0001834204,0.000454479,0.005193981,0.04325232,0.2466491,0.1146019,0.3780246,0.003114956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797384,0.00001526676,0.01648461,0.0005222185,0.0005315306,0.00002384388,0.000006071987,0.000003416703,0.002674686],"genre_scores_gemma":[0.9971672,0.000001444221,0.001978911,0.00002030729,0.0005677243,2.005993e-7,5.655641e-8,0.000003468799,0.0002607349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3759331,"threshold_uncertainty_score":0.1713559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008368292313835114,"score_gpt":0.2568304142998196,"score_spread":0.2484621219859844,"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."}}