{"id":"W2001499435","doi":"10.1021/jp050756q","title":"Complex Behavior in Coupled Bromate Oscillators","year":2005,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry A","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Bromate; Chemistry; Belousov–Zhabotinsky reaction; Malonic acid; Briggs–Rauscher reaction; Bursting; Continuous stirred-tank reactor; Thermodynamics; Control theory (sociology); Mechanics; Ion; Physical chemistry; Catalysis; Physics; Organic chemistry","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":[0.0001984785,0.0001807411,0.0002917626,0.0002005474,0.0001812435,0.0003462142,0.0003480925,0.0003098282,0.000948353],"category_scores_gemma":[0.0007174826,0.0001864221,0.0001900765,0.00009566409,0.0004822954,0.0003973148,0.000488693,0.0002302493,0.0001270046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00029809,"about_ca_system_score_gemma":0.0001641834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004544276,"about_ca_topic_score_gemma":0.0004833646,"domain_scores_codex":[0.9998592,0.00002830411,0.000006412839,0.00004391962,0.00004155106,0.00002053512],"domain_scores_gemma":[0.9997727,0.00009092551,0.00005171963,0.00002129727,0.00002783487,0.00003545467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005076968,0.00009090193,0.003641451,0.0001954958,0.0001209476,0.000453268,0.0004633433,0.1170452,0.8386891,0.02496711,0.000216101,0.01360931],"study_design_scores_gemma":[0.0001414933,0.0004189296,0.003284046,0.00001034367,0.00004912075,0.0002275414,0.0001042555,0.8385659,0.1437896,0.01056928,0.002780325,0.00005915563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571809,0.0001416207,0.04072281,0.00004903458,0.00001945005,0.00001850171,0.00001982478,0.00006928457,0.001778646],"genre_scores_gemma":[0.995533,0.00005225522,0.00357065,0.00001442111,0.00000268667,0.00001483562,0.00001526172,0.000009791189,0.0007870894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000948353,"threshold_uncertainty_score":0.003172517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373673245059447,"score_gpt":0.260003453495558,"score_spread":0.2462667210449635,"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."}}