{"id":"W3157045889","doi":"10.1016/j.bandc.2021.105725","title":"Dynamic task-linked switching between brain networks – A tri-network perspective","year":2021,"lang":"en","type":"article","venue":"Brain and Cognition","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Baycrest Hospital; Homewood Research Institute; Vector Institute; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Default mode network; Task switching; Cognition; Salience (neuroscience); Psychology; Context (archaeology); Task (project management); Neuroscience; Working memory; Network dynamics; Cognitive psychology; Perspective (graphical); Computer science; Artificial intelligence","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004112,0.0002135325,0.0002701081,0.00007247927,0.0006283683,0.000128368,0.0000830142,0.0001156253,0.00004038179],"category_scores_gemma":[0.00942406,0.0002270413,0.00009548284,0.0005615047,0.0001127331,0.0002267644,0.0001459628,0.0003537861,0.00002634465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009034765,"about_ca_system_score_gemma":0.00006405096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014531,"about_ca_topic_score_gemma":0.0001006696,"domain_scores_codex":[0.9979652,0.0004105575,0.0002145339,0.0007634691,0.0002625115,0.0003837779],"domain_scores_gemma":[0.9902514,0.009238329,0.0001019207,0.0001686428,0.0001431375,0.00009652585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001435907,0.001213606,0.01411429,0.0003508923,0.001070615,0.001335632,0.009997121,0.004163505,0.3665416,0.1133585,0.1357708,0.3506475],"study_design_scores_gemma":[0.01340737,0.001467291,0.2637064,0.001195608,0.0006521372,0.0007855407,0.01152106,0.1220251,0.01265463,0.5229434,0.04550212,0.004139405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7446496,0.002350929,0.08032037,0.1494517,0.001392775,0.001152482,0.0001350138,0.0007113455,0.01983571],"genre_scores_gemma":[0.982614,0.0000886079,0.0002094858,0.01584856,0.0004856196,0.00004417302,0.00003399335,0.00002814358,0.000647412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4095848,"threshold_uncertainty_score":0.99892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545768713963784,"score_gpt":0.2744746494133948,"score_spread":0.2490169622737569,"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."}}