{"id":"W3138481407","doi":"10.1103/physreve.103.032311","title":"Plastic systemic inhibition controls amplitude while allowing phase pattern in a stochastic neural field model","year":2021,"lang":"en","type":"article","venue":"Physical review. E","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amplitude; Bounded function; Phase (matter); Biological system; Physics; Synchronization (alternating current); Inhibitory postsynaptic potential; Plasticity; Control theory (sociology); Phase synchronization; Statistical physics; Field (mathematics); Neuroscience; Computer science; Mathematics; Mathematical analysis; Biology; Control (management); Optics; Artificial intelligence; Telecommunications; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002411128,0.0004166055,0.0003356178,0.0002358159,0.0002361822,0.0005394722,0.0005577381,0.0004494504,0.0005623333],"category_scores_gemma":[0.0009186534,0.0001956133,0.000328818,0.0001728121,0.0009728071,0.0004586803,0.0005634943,0.0004126681,0.00007695507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005268282,"about_ca_system_score_gemma":0.0004575876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00296097,"about_ca_topic_score_gemma":0.001666247,"domain_scores_codex":[0.9999131,0.00002663777,0.000004197579,0.00001519415,0.00002265732,0.00001827879],"domain_scores_gemma":[0.9997469,0.00008668902,0.00008240178,0.00001965423,0.00003079823,0.00003369792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007358703,0.00003381862,0.0009240751,0.00003289252,0.00002778699,0.0001718493,0.00008782497,0.9114743,0.04402793,0.0400846,0.0002069225,0.002854475],"study_design_scores_gemma":[0.000009177223,0.00002638465,0.0002001213,0.00000167745,0.000008002837,0.0000137585,0.000008096931,0.9955121,0.001322659,0.00280584,0.0000865032,0.000005677535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.769237,0.0001547715,0.2212404,0.000448605,0.00002673014,0.00002602971,0.00006493463,0.0002134386,0.008588183],"genre_scores_gemma":[0.9970293,0.00006130217,0.002265563,0.0000183495,0.000004752773,0.00001243308,0.000009251396,0.00001158068,0.0005874693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00296097,"threshold_uncertainty_score":0.005887508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908728773374233,"score_gpt":0.327712110570927,"score_spread":0.2886248228371847,"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."}}