{"id":"W4388773113","doi":"10.31219/osf.io/af4n5","title":"Unifying consciousness theories with MaxCon: maximizing configurations of the brain web","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Consciousness; Cognitive science; Simplicity; Perspective (graphical); Computer science; Epistemology; Convergence (economics); Cognition; Conceptual framework; Subject (documents); Integrated information theory; Psychology; Cognitive psychology; Artificial intelligence; Neuroscience","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":[0.001492681,0.0004939723,0.000946534,0.001904956,0.001447963,0.003447626,0.001240646,0.001270761,0.00627591],"category_scores_gemma":[0.005169746,0.0003942064,0.0008511149,0.0009578965,0.004313997,0.006968509,0.003777748,0.001809951,0.0006886087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347606,"about_ca_system_score_gemma":0.0006747585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005959629,"about_ca_topic_score_gemma":0.000633666,"domain_scores_codex":[0.9992769,0.000331606,0.00003394593,0.000122383,0.0001494116,0.00008581473],"domain_scores_gemma":[0.997801,0.001156305,0.0002067803,0.0003881437,0.0001817998,0.0002660716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001545979,0.000009006348,0.0002301307,0.00002412666,0.000007216157,0.00004291196,0.00009287203,0.006937517,0.000310936,0.9869806,0.0004516399,0.004897482],"study_design_scores_gemma":[0.000004098086,0.000006479283,0.0001374255,0.000009274083,0.000002847902,0.00003012263,0.00003406733,0.03170343,0.000160665,0.9669424,0.0009627523,0.000006541126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1340008,0.002155627,0.7768711,0.004049859,0.0001958741,0.00005806786,0.0002040466,0.000520624,0.08194409],"genre_scores_gemma":[0.9084053,0.001070116,0.08251037,0.000401349,0.0002449816,0.0002131401,0.0001579072,0.0002429451,0.006753895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00627591,"threshold_uncertainty_score":0.02099508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04659454642522071,"score_gpt":0.2689605855241277,"score_spread":0.222366039098907,"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."}}