{"id":"W3009172505","doi":"10.1101/2020.03.01.971705","title":"Resting state fluctuations underlie free and creative verbal behaviors in the human brain","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Psychology; Verbal fluency test; Cognitive psychology; Task (project management); Resting state fMRI; Brain activity and meditation; Control (management); Dynamics (music); Cognition; Electroencephalography; Neuroscience; Neuropsychology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671242,0.0001717734,0.0001554256,0.0001928798,0.0001090977,0.0002852502,0.000142349,0.0002102583,0.0009124681],"category_scores_gemma":[0.001910009,0.0001216379,0.00009384222,0.0001600665,0.0002998681,0.0002364803,0.0001838515,0.0002181863,0.00009599818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008354359,"about_ca_system_score_gemma":0.00005787628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002414044,"about_ca_topic_score_gemma":0.0004812745,"domain_scores_codex":[0.999913,0.00002231256,0.000007119942,0.00002766233,0.0000186174,0.00001131297],"domain_scores_gemma":[0.9994193,0.0003035034,0.0001550481,0.00005100032,0.00004186164,0.00002933944],"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":[0.001017072,0.0001498562,0.0444298,0.0001297357,0.0001091505,0.0003483117,0.0008082954,0.001455378,0.921485,0.0009264179,0.000301846,0.02883908],"study_design_scores_gemma":[0.00003667673,0.0005066815,0.9405637,0.00001593749,0.00005399332,0.0007739827,0.0002397008,0.009897791,0.04453739,0.00270601,0.0006344449,0.00003378146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936923,0.0001134854,0.005375187,0.00002697128,0.000005208481,0.00001789216,0.0001155825,0.00003430409,0.0006191487],"genre_scores_gemma":[0.9989769,0.00002543845,0.0007891654,0.00001079584,0.000007664721,0.00001346184,0.00007517014,0.000006775074,0.00009466514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009124681,"threshold_uncertainty_score":0.003052473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03801989118546075,"score_gpt":0.2633362644860729,"score_spread":0.2253163733006122,"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."}}