{"id":"W3010210985","doi":"10.1016/j.neuroimage.2020.116694","title":"Establishing norms for error-related brain activity during the arrow Flanker task among young adults","year":2020,"lang":"en","type":"article","venue":"NeuroImage","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health","keywords":"Psychology; Task (project management); Arrow; Cognitive psychology; Brain activity and meditation; Audiology; Neuroscience; Computer science; Electroencephalography; Medicine; Economics","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":[0.0001599963,0.0001398871,0.0002034504,0.00006242207,0.0004085415,0.0000402872,0.0001663275,0.0001375845,0.0001471157],"category_scores_gemma":[0.0008997678,0.0001019283,0.0000919212,0.0001801789,0.0001484362,0.0001883035,0.00004595667,0.0007171721,0.00002686023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004107524,"about_ca_system_score_gemma":0.0000807414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005672952,"about_ca_topic_score_gemma":0.00008616693,"domain_scores_codex":[0.9989985,0.00004425345,0.000197033,0.0003338536,0.0001355104,0.0002909121],"domain_scores_gemma":[0.9992021,0.0001613995,0.0001130448,0.0002968509,0.00004990885,0.0001766581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002214836,0.0006683528,0.6981498,0.00186851,0.0001663681,0.0001722094,0.04563681,0.00001957887,0.1223716,0.001953136,0.117499,0.009279746],"study_design_scores_gemma":[0.00184367,0.0002177407,0.9846857,0.00004789641,0.00003952902,0.00003523397,0.0008185216,0.0006723249,0.002425344,0.0001230554,0.008943511,0.0001474663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942709,0.0000335874,0.0001197441,0.05479198,0.0003858749,0.0006300497,0.00001713027,0.0003053597,0.001007284],"genre_scores_gemma":[0.9932826,0.00001207498,0.0000704887,0.004808076,0.000233779,0.00003800204,0.00002212441,0.00002826905,0.001504586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2865359,"threshold_uncertainty_score":0.4156515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022397343047905,"score_gpt":0.2891597796832193,"score_spread":0.2667624366353143,"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."}}