{"id":"W3154162322","doi":"10.1098/rsta.2020.0267","title":"Vibrational resonance in a neuron–astrocyte coupled model","year":2021,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Astrocyte; Neuron; Neuroscience; Context (archaeology); Physics; Stochastic resonance; Resonance (particle physics); Biological system; Computer science; Biology; Noise (video); Central nervous system; Artificial intelligence; Atomic physics","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":[0.0000852899,0.0000923221,0.0001546993,0.00000969947,0.0001137976,0.00002466165,0.0001217615,0.00002350673,0.00001403307],"category_scores_gemma":[0.00001361861,0.00006551692,0.0001545019,0.0002544135,0.0001953173,0.00006461729,0.00002164735,0.0001742246,8.069215e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008991657,"about_ca_system_score_gemma":0.00004407142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005560342,"about_ca_topic_score_gemma":2.090801e-7,"domain_scores_codex":[0.999299,0.000009443512,0.0001582252,0.0001755273,0.000216837,0.0001409944],"domain_scores_gemma":[0.9996593,0.0001487972,0.00002786468,0.00009202742,0.00002709413,0.00004488866],"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":[0.000002814561,0.0002686964,0.00004816347,0.00003634731,0.00001379983,7.548021e-8,0.0002165353,0.5981718,0.002604562,0.3983608,0.000001827407,0.0002745015],"study_design_scores_gemma":[0.0001088959,0.00001206192,0.0004585833,0.00003510764,0.00001122817,3.963405e-7,0.00002233028,0.7620847,0.0002888305,0.236922,9.415951e-7,0.0000549019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2443262,0.0000191284,0.753173,0.002002256,0.00003163291,0.00007071382,0.00001480129,0.0000112369,0.0003509821],"genre_scores_gemma":[0.9907593,9.565821e-7,0.009095809,0.00002356333,0.00007522159,0.0000157066,8.777847e-7,0.000004783085,0.00002384516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.746433,"threshold_uncertainty_score":0.2671703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410402648242795,"score_gpt":0.2281391871506268,"score_spread":0.2140351606681988,"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."}}