{"id":"W2126813245","doi":"10.2466/pr0.102.2.532-538","title":"Cognitive Demands of Error Processing","year":2008,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Anticipation (artificial intelligence); Psychology; Task (project management); Cognition; Cognitive psychology; Stimulus (psychology); Audiology; Computer science; Artificial intelligence; Neuroscience; Medicine","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":[0.0001127034,0.0001432915,0.0002603158,0.00004808176,0.0001931445,0.000005056302,0.00009959911,0.00009051783,0.0001327367],"category_scores_gemma":[0.0005543399,0.00009455336,0.00009278625,0.0002855268,0.0007344163,0.00008999509,0.00005368259,0.0001858545,0.00002572374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005062846,"about_ca_system_score_gemma":0.000007982139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001907976,"about_ca_topic_score_gemma":3.727498e-7,"domain_scores_codex":[0.9984204,0.00006024895,0.0004160789,0.0005926322,0.000251848,0.0002588055],"domain_scores_gemma":[0.9993235,0.00009397067,0.0002717913,0.0001697059,0.00006536182,0.00007567588],"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":[0.000268739,0.001953448,0.2312129,0.00002070353,0.000006910498,0.01286128,0.0004459045,9.264984e-7,0.7159141,0.00003623021,0.002539394,0.03473947],"study_design_scores_gemma":[0.0006101779,0.0009203134,0.6654414,0.00006243123,0.00003524245,0.0121215,0.00008745992,0.000003283712,0.3166896,0.002732118,0.0009240679,0.0003724043],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783773,0.0001047672,0.00005464273,0.0002492416,0.0003004853,0.0001651713,0.000002529966,0.00009899186,0.02064681],"genre_scores_gemma":[0.9980728,0.00004600248,0.00008947825,0.0009634345,0.00004131379,0.00002508963,8.155624e-7,0.000007935699,0.0007531451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4342285,"threshold_uncertainty_score":0.3855774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4377066479139568,"score_gpt":0.4800581563906978,"score_spread":0.04235150847674096,"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."}}