{"id":"W2321589337","doi":"10.1103/physreve.91.012920","title":"Controlling chaos using a system of harmonic oscillators","year":2015,"lang":"en","type":"article","venue":"Physical Review E","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Synchronization (alternating current); Control theory (sociology); CHAOS (operating system); Stability (learning theory); Simple (philosophy); Chaotic; Synchronization of chaos; Harmonic; Control of chaos; Computer science; Harmonic oscillator; Dynamical systems theory; Mechanism (biology); Mathematics; Topology (electrical circuits); Physics; Control (management)","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":[0.0001717965,0.0001126705,0.0004753521,0.00001691446,0.00002937128,0.00001035811,0.0000885161,0.000009469488,0.00001555984],"category_scores_gemma":[0.0000179784,0.0000886539,0.000165815,0.0001647279,0.00002180999,0.00007747134,0.00002670453,0.0000606887,0.00003305194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004400764,"about_ca_system_score_gemma":0.00007941965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008684444,"about_ca_topic_score_gemma":2.166255e-7,"domain_scores_codex":[0.9992108,0.0000607068,0.0002537229,0.0001414723,0.0001868349,0.0001464946],"domain_scores_gemma":[0.9993746,0.00003619158,0.0001785662,0.0001727778,0.0001394654,0.00009843251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001412312,0.001161068,0.02900374,0.009170406,0.0009605595,0.000006576186,0.001463791,0.004784216,0.03027308,0.7632002,0.001197267,0.1586379],"study_design_scores_gemma":[0.006822403,0.0002415814,0.000427679,0.0109468,0.001333098,0.000004733993,0.0005256156,0.9502645,0.005989372,0.01088178,0.01149668,0.0010658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093421,0.02579907,0.05447942,0.0001990998,0.0003442784,0.00116815,0.00004088575,0.00007873716,0.008548339],"genre_scores_gemma":[0.9993591,0.00003820764,0.00007388988,0.00003087692,0.0004525151,0.0000143826,0.000007450887,0.00001195058,0.0000115664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9454802,"threshold_uncertainty_score":0.3615201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03632384329901844,"score_gpt":0.3002642746577065,"score_spread":0.2639404313586881,"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."}}