{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002495571,0.00007510419,0.0001785544,0.0002655767,0.0001038784,0.00044511,0.0002603964,0.0003192389,0.001821535],"category_scores_gemma":[0.003953833,0.0001540663,0.0001309792,0.0002084247,0.0002646185,0.0005670413,0.0002158232,0.0003865777,0.0002115176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798086,"about_ca_system_score_gemma":0.0001008884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009284716,"about_ca_topic_score_gemma":0.0009621974,"domain_scores_codex":[0.9999532,0.00001189003,0.000001942397,0.00001588967,0.000009190075,0.000007950767],"domain_scores_gemma":[0.9990367,0.000726298,0.00005989536,0.00004968801,0.00008040646,0.00004702913],"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":[0.0008000598,0.0003823956,0.1068934,0.0002378651,0.0004693364,0.0008264583,0.00263168,0.2399841,0.3299791,0.08784074,0.005352966,0.2246019],"study_design_scores_gemma":[0.00003688708,0.00006734965,0.1934217,0.00002156277,0.00004004639,0.0006039689,0.0002279931,0.7448177,0.003232823,0.05674391,0.0007517019,0.00003432144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973622,0.0002435402,0.02224265,0.0004012614,0.00001844357,0.000008570915,0.00009879936,0.00004169364,0.003323072],"genre_scores_gemma":[0.9984735,0.00005384105,0.0009828383,0.00001488432,0.000012761,0.00000513007,0.00003255686,0.000007604939,0.0004170117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001821535,"threshold_uncertainty_score":0.006093681,"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."}}