{"id":"W2029789588","doi":"10.1142/s021812740300639x","title":"WHEN TWO COUPLED PENDULUMS EQUAL ONE: A SYNCHRONIZATION MACHINE","year":2003,"lang":"en","type":"article","venue":"International Journal of Bifurcation and Chaos","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Pendulum; Synchronization (alternating current); Double pendulum; Control theory (sociology); Realization (probability); Chaotic; Furuta pendulum; Inverted pendulum; Physics; Synchronization of chaos; Kapitza's pendulum; Computer science; Classical mechanics; Mathematics; Topology (electrical circuits); Nonlinear system; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005247129,0.0002065428,0.0003529309,0.0003360504,0.0007467901,0.0008835429,0.0004532996,0.0009033345,0.004125974],"category_scores_gemma":[0.002054578,0.0001995066,0.0002493989,0.0002167047,0.001813841,0.001639418,0.001178556,0.0004864937,0.0004632134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366572,"about_ca_system_score_gemma":0.0002483932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001970149,"about_ca_topic_score_gemma":0.0001586858,"domain_scores_codex":[0.9996011,0.0001052009,0.00002464605,0.00009407438,0.00009611334,0.00007879986],"domain_scores_gemma":[0.9993267,0.0002729771,0.0001451094,0.000118527,0.00006102245,0.00007573999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004669972,0.0001292635,0.003479332,0.0001674664,0.00008689934,0.001766251,0.001329063,0.0491203,0.1089804,0.7766731,0.003819433,0.05398151],"study_design_scores_gemma":[0.0002894061,0.0005435862,0.002520292,0.00005974432,0.00007985491,0.001068023,0.0005151144,0.4414356,0.04179377,0.4958963,0.01569964,0.00009875033],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6835209,0.0002789708,0.2797737,0.000936356,0.0003087318,0.00009225793,0.0000876905,0.0005449853,0.03445654],"genre_scores_gemma":[0.9814227,0.00005587925,0.01592797,0.00008845451,0.00003505375,0.00006401177,0.0000291265,0.00002396205,0.002352791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004125974,"threshold_uncertainty_score":0.01380277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009131575660848608,"score_gpt":0.2521436699436502,"score_spread":0.2430120942828016,"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."}}