{"id":"W4390827379","doi":"10.1101/2024.01.10.574378","title":"Neural Ensembles in the Lateral Prefrontal Cortex Temporally Multiplex Task Features During Virtual Navigation","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; London Health Sciences Centre; Western University","funders":"","keywords":"Neuroscience; Computer science; Prefrontal cortex; Task (project management); Sensory system; Encoding (memory); Psychology; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001701047,0.0001633706,0.0001813761,0.0001583201,0.0001234326,0.00031714,0.0001802733,0.00016061,0.0005677793],"category_scores_gemma":[0.0006444585,0.0001233435,0.0001082541,0.00009680141,0.0003139575,0.0002324613,0.0004564462,0.0002193446,0.00005675617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690099,"about_ca_system_score_gemma":0.0001531623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551218,"about_ca_topic_score_gemma":0.001996797,"domain_scores_codex":[0.9999214,0.00001330433,0.000003453611,0.00001999122,0.00001893239,0.00002284258],"domain_scores_gemma":[0.9998407,0.00003726094,0.00005694367,0.00001423149,0.00001632642,0.00003444555],"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":[0.0002633683,0.0000442322,0.00678699,0.00002811556,0.00004548221,0.0001261539,0.0002239024,0.004098673,0.9706603,0.0004603974,0.0002078769,0.0170545],"study_design_scores_gemma":[0.00007140771,0.0005500898,0.6291597,0.00003341247,0.00006881169,0.001013975,0.0006874594,0.1193528,0.2413169,0.005454392,0.002224301,0.0000666673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945609,0.00005183441,0.004953542,0.00003404071,0.000004529832,0.000003483123,0.00004211054,0.00002554404,0.0003240148],"genre_scores_gemma":[0.9987493,0.00001768744,0.0009454794,0.00000901171,0.00000189033,0.00000448441,0.0000230993,0.000004998215,0.0002440374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001551218,"threshold_uncertainty_score":0.003084362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334995375780298,"score_gpt":0.2235092462797603,"score_spread":0.2101592925219574,"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."}}