{"id":"W4385949292","doi":"10.1016/j.cub.2023.07.067","title":"Neural population dynamics of human working memory","year":2023,"lang":"en","type":"article","venue":"Current Biology","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Eye Institute; York University","keywords":"Biology; Dynamics (music); Population; Cognitive science; Neuroscience; Evolutionary biology; Cognitive psychology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000604671,0.00008455207,0.000146132,0.0001024699,0.0001164881,0.000003463773,0.0001455465,0.0000465122,0.00001649471],"category_scores_gemma":[0.00004511647,0.00006683567,0.00005043355,0.0002978837,0.000175274,0.00002823244,0.0001035589,0.0001231228,0.00003577395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001220704,"about_ca_system_score_gemma":0.000001716375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001343762,"about_ca_topic_score_gemma":0.00002507445,"domain_scores_codex":[0.9992303,0.00008533265,0.0001807031,0.0002566298,0.00004841341,0.0001985768],"domain_scores_gemma":[0.9997036,0.00005841127,0.00008818757,0.0001179936,0.00001061748,0.0000211229],"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":[0.00001241825,0.00006785529,0.3392918,0.00001374268,0.000001908245,0.000004830492,0.0000677712,0.000006471552,0.5149833,0.00306428,0.0004134704,0.1420721],"study_design_scores_gemma":[0.001036221,0.000653473,0.8958274,0.00006461986,0.00004766311,0.00002144412,0.00014804,0.001740779,0.07798383,0.02031526,0.001576045,0.0005852593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997062,0.00006332127,0.000002694291,0.0003789836,0.002032345,0.00008716417,0.0000123644,0.0001105163,0.0002506277],"genre_scores_gemma":[0.9996665,0.00003699127,0.000001779844,0.00005046313,0.00007684253,0.000007651512,0.00004631942,0.000005534066,0.0001078905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5565355,"threshold_uncertainty_score":0.2725479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.345118887841866,"score_gpt":0.4609390763582922,"score_spread":0.1158201885164262,"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."}}