{"id":"W4406727949","doi":"10.1038/s44271-025-00184-y","title":"Self-reports map the landscape of task states derived from brain imaging","year":2025,"lang":"en","type":"article","venue":"Communications Psychology","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; Institut Universitaire de Gériatrie de Montréal; McGill University; University of British Columbia; Queen's University","funders":"National Institute of Mental Health; Natural Sciences and Engineering Research Council of Canada","keywords":"Task (project management); Neuroimaging; Geography; Computer science; Psychology; Neuroscience; Engineering; Systems engineering","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":[0.0009335019,0.0002981264,0.0001802666,0.0007436749,0.0001597306,0.0009287733,0.0001924696,0.0002562313,0.0006923932],"category_scores_gemma":[0.009114942,0.000184056,0.0002024398,0.0004066622,0.0004538608,0.0007734019,0.0006307236,0.0003810372,0.000141281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399823,"about_ca_system_score_gemma":0.00009522485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007340336,"about_ca_topic_score_gemma":0.001456227,"domain_scores_codex":[0.9994825,0.0002362065,0.0000381764,0.0001301044,0.00009038013,0.00002254426],"domain_scores_gemma":[0.994629,0.002237455,0.001901526,0.0007318279,0.0003601419,0.0001402292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007916198,0.0002306255,0.7649406,0.0002544635,0.0004200255,0.0001800803,0.007210988,0.007874536,0.06883352,0.001889479,0.0006952794,0.1466788],"study_design_scores_gemma":[0.000009147174,0.0002485575,0.977378,0.00002982352,0.0000380479,0.0002074151,0.001323614,0.01193853,0.005584287,0.002417103,0.0007713602,0.00005417959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833258,0.0000956876,0.01499241,0.00003352279,0.000004490332,0.0000231712,0.0002428686,0.00003892867,0.001243192],"genre_scores_gemma":[0.9941497,0.00006047484,0.005251445,0.00001667168,0.000004913056,0.00002210139,0.0003293714,0.00001100288,0.0001544422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009335019,"threshold_uncertainty_score":0.004936874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113468615486477,"score_gpt":0.3482657938471843,"score_spread":0.3171311076923195,"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."}}