{"id":"W2109203825","doi":"10.1016/j.tics.2014.06.011","title":"Internally generated sequences in learning and executing goal-directed behavior","year":2014,"lang":"en","type":"review","venue":"Trends in Cognitive Sciences","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":228,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Action selection; Inference; Prefrontal cortex; Psychology; Neuroscience; Neurophysiology; Reinforcement learning; Artificial intelligence; Memory consolidation; Computer science; Hippocampus; Machine learning; Cognitive science; Cognition; Perception","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":[0.0005714028,0.0010349,0.001177306,0.001137189,0.0002249161,0.001389969,0.001228598,0.00180461,0.002001912],"category_scores_gemma":[0.0009405629,0.0003116196,0.0002980184,0.001712407,0.001700604,0.001766041,0.000887934,0.001797819,0.001208284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008660945,"about_ca_system_score_gemma":0.001603965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753561,"about_ca_topic_score_gemma":0.002752179,"domain_scores_codex":[0.9998697,0.00002124067,0.00002011995,0.00003435072,0.00004142097,0.00001306972],"domain_scores_gemma":[0.9997014,0.0001506211,0.00005206968,0.00001365322,0.00005964833,0.00002243949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006215178,0.00005216548,0.0001691792,0.006865304,0.00005708401,0.0001069138,0.00005526797,0.0009352809,0.001281882,0.01420629,0.0100906,0.9661179],"study_design_scores_gemma":[0.00005104064,0.0001524884,0.002545902,0.006782602,0.0002311815,0.001888474,0.0001443885,0.000968312,0.002457422,0.05473668,0.929964,0.00007753136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003791827,0.9948114,0.001780177,0.0004111778,0.0002733635,0.000007695589,0.00002270652,0.00001649579,0.00229785],"genre_scores_gemma":[0.002926046,0.994541,0.001032988,0.0002090086,0.0003601911,0.00001557597,0.00003429017,0.000003580847,0.0008774536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002001912,"threshold_uncertainty_score":0.006697059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3885751135304869,"score_gpt":0.4892135190790558,"score_spread":0.1006384055485689,"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."}}