{"id":"W3094003338","doi":"10.1101/2020.10.22.350280","title":"Unified neural dynamics of decisions and actions in the cerebral cortex and basal ganglia","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; Fondation Fyssen","keywords":"Dorsolateral prefrontal cortex; Neuroscience; Globus pallidus; Deliberation; Basal ganglia; Sensory system; Psychology; Population; Attractor; Cognitive psychology; Computer science; Prefrontal cortex; Mathematics; Cognition; Sociology; Political science; Central nervous system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002664836,0.0003170544,0.000359357,0.000196509,0.0001743875,0.0001863869,0.0004029363,0.0002267522,0.000007514909],"category_scores_gemma":[0.0008281684,0.0002678074,0.00007197224,0.0006003075,0.0002423018,0.0001477941,0.0004521227,0.0008309517,0.000002676783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006622381,"about_ca_system_score_gemma":0.000127549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005259258,"about_ca_topic_score_gemma":0.00003929969,"domain_scores_codex":[0.9979736,0.0002269046,0.0004050737,0.0007909687,0.0003128798,0.0002905871],"domain_scores_gemma":[0.9984673,0.000464478,0.0002652728,0.0005771249,0.00008456277,0.0001413228],"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":[0.00007799132,0.0001231222,0.009022897,0.0001284085,0.00001603047,0.00009142444,0.00003443133,0.00009116364,0.9752679,0.01498488,0.000146229,0.00001552571],"study_design_scores_gemma":[0.0009753783,0.000220477,0.8027533,0.0002343308,0.0001158973,2.302374e-7,0.00004237266,0.1629454,0.03122847,0.0004610626,0.0002176418,0.0008054047],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952723,0.00005484552,0.0003552364,0.002688898,0.0006840982,0.0005296694,0.0003258363,0.00007370987,0.00001537648],"genre_scores_gemma":[0.9983301,0.0001873558,0.0002764751,0.001036124,0.00008677688,0.00003667267,4.092907e-7,0.0000435038,0.000002543521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9440394,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749439309034373,"score_gpt":0.245590654534256,"score_spread":0.2080962614439122,"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."}}