{"id":"W4307825691","doi":"10.1101/2022.10.29.514374","title":"Routing States Transition During Oscillatory Bursts and Attentional Selection","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Neuroscience; Striatum; Routing (electronic design automation); Ventral striatum; Anterior cingulate cortex; Psychology; Computer science; Biology; Cognition; Computer network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001367061,0.0001305565,0.0001104166,0.0002006788,0.0001218712,0.0003209585,0.0001581267,0.0001613655,0.0007820868],"category_scores_gemma":[0.0008817292,0.0001196214,0.0001429884,0.0001494246,0.0002140165,0.0002838739,0.0003017719,0.0002045071,0.00007826321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496663,"about_ca_system_score_gemma":0.000128419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007547318,"about_ca_topic_score_gemma":0.0007070825,"domain_scores_codex":[0.9999493,0.000007442803,0.000003669173,0.00001693301,0.0000103416,0.00001216394],"domain_scores_gemma":[0.9998143,0.00006341402,0.0000528614,0.00001544816,0.00003053401,0.0000233418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003967442,0.0001052457,0.05101631,0.00009819214,0.0001415486,0.0004568587,0.0005923467,0.04984844,0.8173695,0.008507094,0.000769316,0.07069828],"study_design_scores_gemma":[0.00003635001,0.0001825744,0.2534173,0.00003116731,0.00008511551,0.0003838334,0.0002986968,0.6635762,0.05918755,0.02138234,0.001369343,0.00004960702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803959,0.00009135739,0.01787027,0.00005545922,0.000009199681,0.00001079777,0.00006454251,0.00007865464,0.001423875],"genre_scores_gemma":[0.9993019,0.00001478309,0.000551896,0.000006013568,0.000001787416,0.000003574233,0.00001650801,0.000004383446,0.00009920717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007820868,"threshold_uncertainty_score":0.002616286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355995501094526,"score_gpt":0.2121520752340421,"score_spread":0.1985921202230969,"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."}}