{"id":"W4200074090","doi":"10.1007/s11571-021-09747-1","title":"Hamiltonian energy and coexistence of hidden firing patterns from bidirectional coupling between two different neurons","year":2021,"lang":"en","type":"article","venue":"Cognitive Neurodynamics","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Hamiltonian (control theory); Coupling (piping); Computer science; Physics; Statistical physics; Theoretical physics; Materials science; Mathematics; Mathematical optimization","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":[0.00002732664,0.0001675859,0.0002289792,0.00004847596,0.0001030038,0.00004532094,0.00007559219,0.0000281798,0.0000323147],"category_scores_gemma":[0.00002475314,0.0001768993,0.0000708084,0.00009237476,0.0000655157,0.00005905178,0.0001325878,0.0001258483,0.000001076049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001461554,"about_ca_system_score_gemma":0.00004198964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002626585,"about_ca_topic_score_gemma":0.0001036526,"domain_scores_codex":[0.9990389,0.00003118961,0.0002350818,0.0003660383,0.000157196,0.0001715921],"domain_scores_gemma":[0.9990537,0.0004225983,0.0001362498,0.000128212,0.0001814699,0.00007776337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001866898,0.0001506185,0.9333113,0.00001805324,0.0001520127,0.000008282219,0.0001632551,0.0001851063,0.005977273,0.004755277,0.000003416842,0.05525675],"study_design_scores_gemma":[0.0007903606,0.00005086215,0.876791,0.0001482816,0.0001574919,0.000002298127,0.0001840623,0.1135939,0.002898946,0.005113184,0.00001682573,0.0002527557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895115,0.0000334941,0.1087091,0.00003788307,0.0002123661,0.00005819809,0.0009729254,0.00001597659,0.0004484834],"genre_scores_gemma":[0.9987562,0.00001518471,0.0000924339,0.00004255121,0.0002880782,0.00001116231,0.0007022069,0.00002343631,0.00006878162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134088,"threshold_uncertainty_score":0.7213742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553816503035474,"score_gpt":0.2494912274138756,"score_spread":0.2339530623835209,"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."}}