{"id":"W2042390755","doi":"10.1016/j.conb.2011.02.011","title":"Ventral striatum: a critical look at models of learning and evaluation","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Neurobiology","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Striatum; Ventral striatum; Reinforcement learning; Psychology; Action selection; Action (physics); Neuroscience; Selection (genetic algorithm); Cognitive psychology; Cognitive science; Reinforcement; Parsing; Computer science; Artificial intelligence; Social psychology; Dopamine","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":[0.0009773038,0.000947035,0.001503376,0.001333663,0.0003242525,0.001953268,0.002185309,0.00221243,0.002282951],"category_scores_gemma":[0.001078861,0.0002750034,0.00048508,0.001599988,0.003650896,0.002724979,0.0008142786,0.003075664,0.000902709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262271,"about_ca_system_score_gemma":0.001937479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002672026,"about_ca_topic_score_gemma":0.004465091,"domain_scores_codex":[0.9997931,0.00006824806,0.00002125854,0.00003592077,0.00006550064,0.00001601945],"domain_scores_gemma":[0.99953,0.0002717252,0.00003969032,0.00002771801,0.00009663939,0.00003424872],"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":[0.00005295819,0.00004869905,0.0002030597,0.00481252,0.0001099822,0.0002371597,0.000116476,0.002468433,0.001584972,0.3543197,0.0273722,0.6086738],"study_design_scores_gemma":[0.00002194529,0.00009570346,0.0009022594,0.002824339,0.0001182794,0.001242029,0.0001362398,0.002506309,0.001106228,0.3163015,0.6746861,0.00005903012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003407935,0.9846392,0.005367514,0.002932786,0.0005983973,0.000005439194,0.00003316301,0.00002239413,0.006060327],"genre_scores_gemma":[0.009414811,0.9836208,0.002757982,0.0009190206,0.001047305,0.00002083209,0.00003073574,0.00001300046,0.002175449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002672026,"threshold_uncertainty_score":0.01641393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3054025529964399,"score_gpt":0.4581434615761264,"score_spread":0.1527409085796865,"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."}}