{"id":"W4388384744","doi":"10.1016/j.ibneur.2023.08.2118","title":"PHASIC CHOLINERGIC MODULATION OF THE PREFRONTAL CORTEX DURING LEARNING UNDER UNCERTAINTY","year":2023,"lang":"en","type":"article","venue":"IBRO Neuroscience Reports","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Prefrontal cortex; Neuroscience; Cholinergic; Psychology; Modulation (music); Consumer neuroscience; Cognitive psychology; Cognition; Physics; Acoustics","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":[0.0003622297,0.0001069648,0.0001069854,0.0001854385,0.000322814,0.00006769833,0.0006740359,0.00004070714,0.000001963025],"category_scores_gemma":[0.0006318471,0.00008005971,0.00005214322,0.002811956,0.0002536808,0.0004828217,0.0005171142,0.0001970978,0.000003277207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007008258,"about_ca_system_score_gemma":0.0001851349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001792503,"about_ca_topic_score_gemma":0.00000171492,"domain_scores_codex":[0.9982796,0.00004893044,0.0003364457,0.0004837697,0.0005806608,0.0002705724],"domain_scores_gemma":[0.9987778,0.00004829021,0.0003912914,0.0006216743,0.0001348632,0.0000260819],"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":[0.000001214837,0.00003318207,0.02101193,0.00001042389,0.000001509656,0.00003254098,0.0002147152,0.1503665,0.8191381,0.008310561,0.00004825514,0.0008311801],"study_design_scores_gemma":[0.00004751031,0.00002296126,0.9138756,0.00001692829,0.000001065093,0.0001616949,0.00005831219,0.05533924,0.02244915,0.007813959,0.0001198401,0.00009375183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927387,0.00000584531,0.004020779,0.0008776641,0.001479856,0.0001550006,4.678891e-7,0.0003850045,0.000336686],"genre_scores_gemma":[0.9986379,0.000004001246,0.0003152538,0.00005985776,0.00002823313,0.0000155308,0.000001065168,0.000006837927,0.0009313144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8928636,"threshold_uncertainty_score":0.326474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261412616284631,"score_gpt":0.2820276475372976,"score_spread":0.2558863859088345,"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."}}