{"id":"W4311606998","doi":"10.1371/journal.pbio.3001861","title":"Integrated neural dynamics of sensorimotor decisions and actions","year":2022,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Fondation Fyssen; Canadian Institutes of Health Research; EJLB Foundation","keywords":"Neuroscience; Dorsolateral prefrontal cortex; Deliberation; Sensory system; Biology; Population; Premotor cortex; Curse of dimensionality; Dimensionality reduction; Cognitive psychology; Psychology; Dorsum; Computer science; Artificial intelligence; Prefrontal cortex; Cognition; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.00003926791,0.00004787852,0.00009304412,0.0000705772,0.0001264019,0.000003981682,0.00008007578,0.00002161259,0.0001124751],"category_scores_gemma":[0.0004785378,0.00004028981,0.00002205069,0.0001403512,0.0000706318,0.00002718827,0.00006481757,0.0001156484,0.000002508232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002154784,"about_ca_system_score_gemma":0.00001670687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003561077,"about_ca_topic_score_gemma":0.00002357052,"domain_scores_codex":[0.9994316,0.0001542375,0.0001134241,0.0001578781,0.00005128166,0.00009156155],"domain_scores_gemma":[0.9994459,0.0003666118,0.00005552654,0.00008668377,0.0000184145,0.00002681982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004850094,0.00007176839,0.0009192743,0.000001250785,0.000003865368,0.000002570625,0.00005957055,0.00007625005,0.9784209,0.01220896,0.00001392834,0.008173207],"study_design_scores_gemma":[0.001382106,0.001258928,0.01598507,0.000006784954,0.00004820324,0.0001149133,0.0007666945,0.9371613,0.0222764,0.008228103,0.01247704,0.0002944984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978163,0.00001420424,0.0006286628,0.0006703904,0.0002001713,0.0001138039,0.0002019182,0.00002778125,0.000326818],"genre_scores_gemma":[0.9994496,0.00001332498,0.0001352723,0.000194001,0.00001409214,0.0000230418,0.0000173199,0.000004219239,0.0001491112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9561445,"threshold_uncertainty_score":0.1642971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07542216607736241,"score_gpt":0.2832508609510507,"score_spread":0.2078286948736883,"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."}}