{"id":"W2577207524","doi":"","title":"Cognitive Modeling of Event-Related Potentials","year":2011,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cognition; Task (project management); Cognitive science; Computer science; Cognitive model; Cognitive neuroscience; Psychology; Cognitive psychology; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001334001,0.0002723914,0.0003068136,0.0001854401,0.0001003948,0.0003373829,0.0005970411,0.000138565,0.0006832792],"category_scores_gemma":[0.0004555925,0.000238681,0.0002161072,0.0004236801,0.000156167,0.003372901,0.0003303346,0.0003584898,0.001208951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008203863,"about_ca_system_score_gemma":0.00005705066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002760207,"about_ca_topic_score_gemma":1.78042e-7,"domain_scores_codex":[0.9979143,0.0001404058,0.0006404993,0.000543961,0.0003465977,0.0004143082],"domain_scores_gemma":[0.9990826,0.0001982439,0.0002097133,0.000261273,0.00004547391,0.0002027151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006179926,0.01280947,0.2152549,0.001379665,0.001191339,0.002056697,0.00707149,0.002925349,0.5046943,0.08581228,0.004171203,0.1564534],"study_design_scores_gemma":[0.001036423,0.0002889375,0.0005598352,0.0003947945,0.00003727728,0.00005642967,0.0001211579,0.0123155,0.9415412,0.04208148,0.0009546163,0.000612372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489803,0.00007495537,0.002961372,0.00007080702,0.0002050617,0.0002586417,0.001262522,0.0003088219,0.04587751],"genre_scores_gemma":[0.9985086,0.000009975422,0.0003030055,0.0004108909,0.00003889185,0.0000080932,0.00005784877,0.00005918866,0.0006034469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4368468,"threshold_uncertainty_score":0.9995687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091179041355488,"score_gpt":0.2437706979315593,"score_spread":0.2028589075180044,"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."}}