{"id":"W2791066858","doi":"10.1016/j.tics.2018.02.011","title":"Normalization and the Cholinergic Microcircuit: A Unified Basis for Attention","year":2018,"lang":"en","type":"review","venue":"Trends in Cognitive Sciences","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Medical Research Council","keywords":"Psychology; Neuroscience; Cholinergic; Normalization (sociology); Cognitive science; Cognitive psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001085655,0.000238372,0.0004934971,0.0005026636,0.0004826275,0.0001999448,0.0002930751,0.0001069704,0.00003024692],"category_scores_gemma":[0.0009219488,0.0001381244,0.0001931214,0.001729911,0.001398384,0.0002226083,0.00007830802,0.0001467302,0.000007798798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003254235,"about_ca_system_score_gemma":0.00006114762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001396502,"about_ca_topic_score_gemma":0.00005007394,"domain_scores_codex":[0.9980323,0.0003507879,0.0003788136,0.0007277504,0.0002353293,0.0002749692],"domain_scores_gemma":[0.9981479,0.001316791,0.0003340322,0.0001020599,0.00006547863,0.00003371047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002310239,0.00002469526,0.000007266029,0.0003886879,0.000005467339,0.000001161877,0.00007424607,7.203315e-7,0.00002369197,0.003925415,0.00007124923,0.9954543],"study_design_scores_gemma":[0.010135,0.001938322,0.0008365578,0.03092585,0.00264683,0.0004823897,0.0007281188,0.02692297,0.0003745272,0.01609458,0.9053307,0.003584146],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002007208,0.9810821,0.001056166,0.0004192924,0.001610062,0.001991746,0.0004070417,0.00007960781,0.01134675],"genre_scores_gemma":[0.01075167,0.9870419,0.00002714678,0.0002809681,0.0001716755,0.0002344723,0.00004946429,0.00001665865,0.00142603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9918702,"threshold_uncertainty_score":0.5632549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.262846986480282,"score_gpt":0.4268756469475871,"score_spread":0.1640286604673051,"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."}}