{"id":"W1978111092","doi":"10.1063/1.2206771","title":"Collective reaction behavior of an oscillating system coupled with an excitable reaction","year":2006,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bromate; Cerium; Belousov–Zhabotinsky reaction; Autocatalysis; Chemistry; Briggs–Rauscher reaction; Bromine; Catalysis; Coupling reaction; Malonic acid; Reaction mechanism; Forcing (mathematics); Inorganic chemistry; Thermodynamics; Physical chemistry; Physics; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003190558,0.00006866406,0.0001336213,0.00002548128,0.00005834258,0.00003195057,0.0002177514,0.00003028885,1.934373e-7],"category_scores_gemma":[0.000003302651,0.00004489422,0.00003228899,0.0002063643,0.00002389842,0.0008488064,0.0000178696,0.0001499355,4.71891e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610678,"about_ca_system_score_gemma":0.00008030176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085104,"about_ca_topic_score_gemma":0.000004397506,"domain_scores_codex":[0.9992542,0.00004717776,0.0002610792,0.00006125806,0.0002890724,0.00008724273],"domain_scores_gemma":[0.9989099,0.00004291237,0.0005544657,0.0001729844,0.0002865244,0.00003321694],"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":[0.0001040926,0.0001771041,0.0001857227,0.00001979506,0.00001233941,0.000001798621,0.0005004154,0.001396233,0.9945671,0.0009721353,0.000004221928,0.002059054],"study_design_scores_gemma":[0.0006902517,0.0005621803,0.002648635,0.0001078962,0.00008291561,0.0002803275,0.0002141242,0.7656153,0.2266686,0.002987142,0.000005097038,0.0001374571],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240839,0.00000356436,0.07552983,0.00001518474,0.00006365318,0.00006584387,0.00000153215,0.00001324891,0.0002232656],"genre_scores_gemma":[0.9950359,5.598637e-7,0.004715255,0.000006071114,0.0002217822,8.435673e-7,0.000004872993,0.000006278221,0.000008369159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7678984,"threshold_uncertainty_score":0.1830733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088184059129993,"score_gpt":0.2281066224863348,"score_spread":0.2172247818950348,"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."}}