{"id":"W6939528587","doi":"10.60692/pdc5r-b1q32","title":"An implementation of integrated information theory in resting-state fMRI","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Integrated information theory; Variety (cybernetics); Cognition; Information theory; Measure (data warehouse); Software","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":[0.003255551,0.000455327,0.0004176983,0.00127601,0.0002829295,0.001449986,0.001031238,0.0004729813,0.001670989],"category_scores_gemma":[0.009824418,0.000468429,0.0006799391,0.0008642405,0.001186602,0.002086498,0.001079425,0.0006996298,0.0001410202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000581781,"about_ca_system_score_gemma":0.0005006436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071603,"about_ca_topic_score_gemma":0.001275395,"domain_scores_codex":[0.9990299,0.0005200172,0.00004328219,0.0001699707,0.0001803084,0.00005666777],"domain_scores_gemma":[0.9982299,0.001091505,0.0001724839,0.0002829883,0.0001616803,0.0000614703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001300026,0.0005198035,0.03174888,0.0005721449,0.001346693,0.0008273579,0.00194242,0.2509478,0.1550081,0.2595682,0.00214573,0.2940727],"study_design_scores_gemma":[0.00005608525,0.0003887519,0.0244688,0.00004475879,0.0001125145,0.0002720474,0.0001265348,0.7724479,0.01218225,0.1886626,0.001156457,0.00008125378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1280944,0.0001586531,0.8693159,0.0001663544,0.00002151055,0.00007820981,0.000118204,0.0004406328,0.001606071],"genre_scores_gemma":[0.8060081,0.00007530265,0.193256,0.00004403051,0.00001219656,0.0001194533,0.00008080359,0.00007769775,0.0003263549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003255551,"threshold_uncertainty_score":0.01721716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0516749568294057,"score_gpt":0.2745373643139808,"score_spread":0.2228624074845751,"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."}}