{"id":"W2066868882","doi":"10.3389/fnins.2012.00043","title":"The Impact of Deliberative Strategy Dissociates ERP Components Related to Conflict Processing vs. Reinforcement Learning","year":2012,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Reinforcement learning; Reinforcement; Psychology; Cognitive psychology; Computer science; Social psychology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003627746,0.0001940308,0.0002492084,0.0001127338,0.0006218317,0.00007060022,0.0004739256,0.00004602819,0.000003144389],"category_scores_gemma":[0.0004448211,0.0001219273,0.00007644657,0.0008857099,0.0006224774,0.0004601417,0.0001570976,0.0003427506,0.000005261873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008189448,"about_ca_system_score_gemma":0.00002977198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003191978,"about_ca_topic_score_gemma":7.631047e-7,"domain_scores_codex":[0.9980016,0.0002183163,0.0003804828,0.000389001,0.0003381481,0.0006724062],"domain_scores_gemma":[0.9993443,0.00009721844,0.0002222267,0.0001600983,0.00004203928,0.0001341081],"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":[0.0001325504,0.0001541226,0.3660524,0.000005131166,0.000002446078,0.000008242208,0.002088898,0.005167026,0.6198314,0.00006688344,0.001201361,0.005289507],"study_design_scores_gemma":[0.0005899778,0.001036784,0.9061971,0.00005946037,0.00001216318,0.0000183233,0.0006127048,0.006402528,0.08355759,0.0001987012,0.0009436185,0.0003710932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972175,0.0001635757,0.000150716,0.0002686151,0.0009025827,0.0003529401,0.000003208801,0.00003981979,0.0009010795],"genre_scores_gemma":[0.9985582,0.0001233281,0.0000378246,0.0002370838,0.00001194458,0.00002283811,5.466059e-7,0.00001114739,0.0009971471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5401447,"threshold_uncertainty_score":0.4972052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055253110201637,"score_gpt":0.3900888618242387,"score_spread":0.284563550804075,"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."}}