{"id":"W4410353565","doi":"10.1162/imag.a.20","title":"Electrophysiological signatures of ongoing thoughts during naturalistic behavior","year":2025,"lang":"en","type":"article","venue":"Imaging Neuroscience","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hotchkiss Brain Institute; University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Natural Sciences and Engineering Research Council of Canada","keywords":"Electrophysiology; Psychology; Cognitive psychology; Neural correlates of consciousness; Neuroimaging; Brain activity and meditation; Set (abstract data type); Electroencephalography; Neuroscience; Computer science; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003751225,0.0002078242,0.0001560698,0.0002724506,0.0001193598,0.0003667941,0.000129,0.0002292161,0.0007532538],"category_scores_gemma":[0.004019648,0.0001115598,0.0001335516,0.0001678269,0.0003830116,0.0002677089,0.0003517804,0.000282175,0.0001006255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007983211,"about_ca_system_score_gemma":0.00007933631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004448226,"about_ca_topic_score_gemma":0.001192083,"domain_scores_codex":[0.9997855,0.00006733899,0.00001394092,0.00006226692,0.00004592646,0.000025053],"domain_scores_gemma":[0.9988487,0.0006684303,0.0002273075,0.00006587514,0.0001081204,0.00008152122],"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":[0.0018401,0.0001943448,0.1512395,0.0004114342,0.0003013898,0.0007207926,0.005981445,0.00182911,0.7528912,0.0007143156,0.0006598101,0.0832166],"study_design_scores_gemma":[0.00002925342,0.0004040707,0.9779128,0.00002578264,0.00005443781,0.0008242959,0.0008298982,0.003299481,0.0147306,0.001257416,0.0005904495,0.0000415817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935123,0.0001106765,0.00554641,0.00003033626,0.000006176118,0.00002476375,0.0001695675,0.0000322596,0.0005675857],"genre_scores_gemma":[0.9960523,0.00006455562,0.003430581,0.00002483525,0.000008707523,0.00003801053,0.0001869622,0.00001011542,0.0001840668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007532538,"threshold_uncertainty_score":0.002519906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170343611849445,"score_gpt":0.2920965055873842,"score_spread":0.2750621444024397,"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."}}