{"id":"W2124367093","doi":"10.1103/physrevlett.94.028105","title":"Global Organization of Dynamics in Oscillatory Heterogeneous Excitable Media","year":2005,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bursting; Cellular automaton; Coupling (piping); Dynamics (music); Parameter space; Excitable medium; Physics; Spiral (railway); Self-organization; Biological system; Statistical physics; Classical mechanics; Materials science; Biology; Computer science; Neuroscience; Mathematics; Mathematical analysis","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":[0.0001105146,0.00008651645,0.0001895255,0.00002632269,0.00001576674,0.00001773761,0.0003207212,0.00000860724,0.0000052818],"category_scores_gemma":[0.00002604802,0.00008002335,0.00004761134,0.0004783393,0.0000184061,0.0002236817,0.0000818871,0.00004960892,0.00004060129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895533,"about_ca_system_score_gemma":0.0000174051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000162273,"about_ca_topic_score_gemma":0.000057953,"domain_scores_codex":[0.9992464,0.00004037111,0.0002281605,0.0001506227,0.0001962122,0.0001382736],"domain_scores_gemma":[0.9995459,0.00002784898,0.0001004716,0.000243643,0.00004227123,0.00003980605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009021533,0.001420356,0.1673864,0.00463034,0.0001057793,0.00004076454,0.001720757,0.06817961,0.003822879,0.1611278,0.003268356,0.588288],"study_design_scores_gemma":[0.0001686631,0.00001346969,0.00722116,0.0003840688,0.0000096017,0.000009238564,0.000001431349,0.9907617,0.00009415144,0.0003878663,0.0007742221,0.0001744075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8722576,0.000876266,0.1217309,0.004589171,0.0001214198,0.000192015,0.0000147884,0.00004515669,0.0001726675],"genre_scores_gemma":[0.9922438,0.0005562116,0.00258848,0.004513496,0.00006458961,0.000002522199,0.00002457114,0.000005478036,8.743115e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9225821,"threshold_uncertainty_score":0.3263258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007875774449172318,"score_gpt":0.2463654940425308,"score_spread":0.2384897195933585,"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."}}