{"id":"W3191883539","doi":"10.3390/biology10080764","title":"Mechanisms of Flexible Information Sharing through Noisy Oscillations","year":2021,"lang":"en","type":"article","venue":"Biology","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Synchronization (alternating current); Flexibility (engineering); Mutual information; Noise (video); Phase synchronization; Asymmetry; Statistical physics; Excitatory postsynaptic potential; Computer science; Phase (matter); Physics; Biology; Inhibitory postsynaptic potential; Neuroscience; Mathematics; Artificial intelligence; Channel (broadcasting); Telecommunications; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007589304,0.0003528106,0.0004142912,0.0006207479,0.0004541959,0.001192978,0.0008831426,0.0006742448,0.001071184],"category_scores_gemma":[0.004129079,0.0003546723,0.0004589632,0.0003052622,0.001587069,0.002378776,0.001248174,0.0004950735,0.0001181566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005264397,"about_ca_system_score_gemma":0.0003276664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006118999,"about_ca_topic_score_gemma":0.0003323247,"domain_scores_codex":[0.9996613,0.00009075893,0.00002515813,0.00006244192,0.0001103141,0.00004995692],"domain_scores_gemma":[0.9989322,0.0004913732,0.0002653762,0.00016257,0.00007087069,0.00007758559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000223262,0.00006009395,0.002482866,0.0001091594,0.0001071941,0.0006055742,0.0005179449,0.7314345,0.0521837,0.199264,0.000392974,0.01261876],"study_design_scores_gemma":[0.00002035499,0.00003097789,0.001063413,0.000008393327,0.00001075383,0.00006826086,0.00004170706,0.9358958,0.002048383,0.06056389,0.0002269132,0.00002120647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6867198,0.0005097457,0.3029354,0.0004874286,0.00004752755,0.00004977725,0.00008301475,0.0003290789,0.008838148],"genre_scores_gemma":[0.9947383,0.00009112252,0.004719964,0.00001647519,0.000009474199,0.00002294717,0.00001201133,0.00001532906,0.0003743236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001192978,"threshold_uncertainty_score":0.004013658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919266807891613,"score_gpt":0.2872780409095926,"score_spread":0.2380853728306765,"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."}}