{"id":"W1967939301","doi":"10.1103/physreve.80.041912","title":"Dynamics of driven recurrent networks of ON and OFF cells","year":2009,"lang":"en","type":"article","venue":"Physical Review E","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Stimulus (psychology); Excitatory postsynaptic potential; Physics; Amplitude; Inhibitory postsynaptic potential; Hopf bifurcation; Bifurcation; Control theory (sociology); Neuroscience; Statistical physics; Biological system; Mathematics; Computer science; Nonlinear system; Biology; Optics; Quantum mechanics; Psychology","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":[0.00005124458,0.00007396626,0.0002447485,0.00001393314,0.00001560998,0.000003362227,0.00007166446,0.0000116283,0.000003466946],"category_scores_gemma":[0.0000877834,0.0000549079,0.00007555537,0.0001491732,0.00004374128,0.00003178874,0.00001977211,0.00009131072,0.000002972982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009402086,"about_ca_system_score_gemma":0.00000417844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.415073e-7,"about_ca_topic_score_gemma":4.975743e-7,"domain_scores_codex":[0.9994067,0.00005217992,0.000160206,0.0001629332,0.0001307788,0.00008722393],"domain_scores_gemma":[0.9995487,0.0001370946,0.0001225193,0.0001376027,0.00001803989,0.00003599867],"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":[0.00003387038,0.0004847577,0.00001958578,0.0005116203,0.000002687847,0.000001836607,0.00001342865,0.0004170904,0.1916389,0.08575083,0.0003207967,0.7208045],"study_design_scores_gemma":[0.0004308808,0.002955546,0.004175504,0.004171493,0.000101154,0.000004158076,0.000002177296,0.9160976,0.04787994,0.02100921,0.002807714,0.0003646004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921165,0.002697701,0.0003097226,0.001927141,0.0002275905,0.0005050754,0.00002365134,0.00002111121,0.002171501],"genre_scores_gemma":[0.9803361,0.01883826,0.00001283498,0.0007519588,0.00003273817,0.000001644451,0.000002207148,0.000003710262,0.00002056539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9156805,"threshold_uncertainty_score":0.2239079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044801284986735,"score_gpt":0.2898409663560765,"score_spread":0.2693929535062092,"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."}}