{"id":"W4403483184","doi":"10.31234/osf.io/mj52a","title":"Cognitive Mode Detectable with Task-Based fMRI: Maintaining Internal Attention (MAIN)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Task (project management); Cognition; Cognitive psychology; Mode (computer interface); Psychology; Default mode network; Computer science; 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":[0.000621233,0.0004815278,0.0002189019,0.0005478055,0.0002047096,0.0005925639,0.000360778,0.0004879548,0.00123935],"category_scores_gemma":[0.002082093,0.000162281,0.0002094792,0.0002439263,0.000620889,0.0005726808,0.0005855192,0.0005592153,0.0001533445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728909,"about_ca_system_score_gemma":0.0002019378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003193119,"about_ca_topic_score_gemma":0.0006647659,"domain_scores_codex":[0.9998221,0.00002328813,0.00001334904,0.00006148232,0.00003539665,0.00004446552],"domain_scores_gemma":[0.9992794,0.000306061,0.0001535207,0.0001185875,0.00006392021,0.00007838916],"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":[0.001158722,0.0001863401,0.01758487,0.0002500539,0.00006687281,0.0004947609,0.0006268226,0.0004611599,0.934902,0.001651796,0.0006385595,0.04197806],"study_design_scores_gemma":[0.0001166457,0.002506308,0.6556234,0.00008579611,0.0001893902,0.003121417,0.0003864544,0.0101309,0.3099264,0.01436262,0.003475167,0.00007549719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536791,0.0004005145,0.03890641,0.0001523495,0.00003774808,0.0001426523,0.0002868302,0.00028478,0.006109505],"genre_scores_gemma":[0.9886644,0.0001089783,0.009848662,0.0001454969,0.00004184013,0.0001383356,0.000195337,0.00006615737,0.0007907993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00123935,"threshold_uncertainty_score":0.004146099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849983483228802,"score_gpt":0.2928542768123391,"score_spread":0.264354441980051,"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."}}