{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008450785,0.0001347879,0.000144394,0.0001627792,0.0003217675,0.00008016025,0.0004366861,0.00002934534,0.000005580152],"category_scores_gemma":[0.0008167224,0.0001116461,0.00007140307,0.0006831905,0.0003316256,0.0002079799,0.0001377395,0.0002594506,0.000002954407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002353395,"about_ca_system_score_gemma":0.00003550262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005663023,"about_ca_topic_score_gemma":3.495497e-7,"domain_scores_codex":[0.998549,0.00008888199,0.0002087047,0.0005487555,0.0002625191,0.0003421228],"domain_scores_gemma":[0.9994712,0.0001201135,0.00009331176,0.0002408305,0.00003077687,0.00004370447],"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":[0.00001340454,0.00005394042,0.0008103091,0.00001798206,2.010936e-7,0.00003712955,0.00001471949,0.0001186266,0.9971788,0.0009950772,0.00003318083,0.0007266395],"study_design_scores_gemma":[0.0001540892,0.0000274322,0.08662608,0.00004520434,0.000009237116,0.00001996811,0.000006641546,0.002100655,0.9103522,0.0004293832,0.0001180684,0.0001110939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975272,0.00007143321,0.0007365444,0.000184628,0.0007189416,0.0001321099,0.000003829357,0.0001144322,0.0005108219],"genre_scores_gemma":[0.9987362,0.00001958743,0.00008148597,0.0005231919,0.00004206486,0.00001231405,3.396673e-7,0.00000668601,0.0005781054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08682664,"threshold_uncertainty_score":0.4552795,"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."}}