{"id":"W4409722267","doi":"10.1101/2025.04.21.649745","title":"Cognitive Mode Detectable with Task-Based fMRI: Default Mode B (DMB)","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Default mode network; Mode (computer interface); Task (project management); Cognition; Computer science; Psychology; Cognitive psychology; Speech recognition; Neuroscience; Human–computer interaction; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005986841,0.0002971916,0.0001864747,0.0005066265,0.0001854832,0.0004003272,0.0003173453,0.0003855086,0.002064324],"category_scores_gemma":[0.001874987,0.000148662,0.0001414545,0.0002029303,0.0004590332,0.0004224799,0.0004393958,0.0003955691,0.000154311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685405,"about_ca_system_score_gemma":0.000124564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000373322,"about_ca_topic_score_gemma":0.0005727886,"domain_scores_codex":[0.9998691,0.00002638813,0.00001352639,0.00004549292,0.00002352872,0.00002206784],"domain_scores_gemma":[0.9991822,0.0003089819,0.0001924053,0.0001500368,0.00006520691,0.0001012927],"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":[0.002502592,0.0003339876,0.04191303,0.0002064838,0.00009547755,0.0007054749,0.0003873854,0.000689698,0.9009891,0.002263297,0.001185746,0.04872781],"study_design_scores_gemma":[0.0003071992,0.001735495,0.792708,0.00007817148,0.000119603,0.004945533,0.0002619003,0.02565319,0.1466259,0.02437266,0.00310808,0.00008420405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971215,0.0001993421,0.02498786,0.0001357399,0.00001594999,0.00007325928,0.0003052493,0.0001618261,0.002905754],"genre_scores_gemma":[0.9949093,0.0000374182,0.00441733,0.00008294825,0.00001226197,0.00004666159,0.0001265705,0.00002189831,0.0003456035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064324,"threshold_uncertainty_score":0.006905854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877204034222162,"score_gpt":0.2529607951787363,"score_spread":0.2341887548365147,"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."}}