{"id":"W4416084181","doi":"10.1162/imag.a.1038","title":"Distinct and complementary mechanisms of oscillatory and aperiodic alpha activity in visuospatial attention","year":2025,"lang":"en","type":"article","venue":"Imaging Neuroscience","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Medical Research Council; Canadian Institutes of Health Research; Gates Cambridge Trust; UK Research and Innovation","keywords":"Aperiodic graph; Alpha (finance); Alpha rhythm; Magnetoencephalography; Electroencephalography; Transcranial magnetic stimulation; Mechanism (biology); Neocortex","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":[0.0003893957,0.0003060277,0.0001609603,0.0005218534,0.0001011603,0.0003445788,0.0001797793,0.000204667,0.0008023221],"category_scores_gemma":[0.001565701,0.0001423469,0.0002423606,0.0002848276,0.0003833793,0.0004201108,0.0003283034,0.0002201535,0.00008503844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695405,"about_ca_system_score_gemma":0.0001350662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005411372,"about_ca_topic_score_gemma":0.0007293083,"domain_scores_codex":[0.9998658,0.00003096435,0.00001199696,0.00004053251,0.00002850375,0.00002220905],"domain_scores_gemma":[0.9995029,0.000228588,0.0001376651,0.00005247951,0.00005529135,0.00002313896],"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":[0.0006319201,0.00009456793,0.01950466,0.0002549397,0.0001213957,0.0002285794,0.0006410388,0.003034848,0.853736,0.00270435,0.0002011206,0.1188465],"study_design_scores_gemma":[0.0001056291,0.0005589851,0.8542776,0.00008680027,0.0002876648,0.0007339956,0.0003969786,0.02863894,0.09945789,0.0133878,0.002011876,0.00005585912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676843,0.001277307,0.02742763,0.0001119677,0.00002214758,0.00003764148,0.0001049686,0.0001011428,0.00323296],"genre_scores_gemma":[0.9965263,0.0003308624,0.002560965,0.00002819395,0.0000184868,0.00002440388,0.00004891291,0.00001468503,0.0004470198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008023221,"threshold_uncertainty_score":0.002683997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06021603196200179,"score_gpt":0.3637502929904928,"score_spread":0.303534261028491,"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."}}