{"id":"W4256705136","doi":"10.1177/1946756714533207","title":"Global Brain and the Future of Human Society","year":2014,"lang":"en","type":"article","venue":"World Futures Review","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute","funders":"","keywords":"Constructive; Context (archaeology); Multidisciplinary approach; Political science; Human systems engineering; Corporate governance; Sociology; Management science; Cognitive science; Epistemology; Psychology; Social science; Computer science; Economics; Management; Process (computing)","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":[0.002745596,0.0003632064,0.0003420801,0.0009314331,0.001419689,0.004660241,0.0003750496,0.001960695,0.003042699],"category_scores_gemma":[0.00276404,0.00009142781,0.0002589624,0.0008503449,0.009276454,0.004554786,0.002054097,0.001411603,0.0002974544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003653714,"about_ca_system_score_gemma":0.003211135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002780066,"about_ca_topic_score_gemma":0.004029141,"domain_scores_codex":[0.9988636,0.0006816046,0.00002512372,0.0001209393,0.0001733281,0.0001353851],"domain_scores_gemma":[0.9987193,0.0006713494,0.0001630982,0.0000811764,0.0001809533,0.0001841465],"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":[0.000008169316,0.000008180175,0.0005675404,0.00006197726,0.00001324347,0.00005451846,0.000662442,0.002221643,0.0001202304,0.974583,0.002727822,0.01897122],"study_design_scores_gemma":[0.000002589665,0.00001769029,0.0009537012,0.00009307007,0.000004838661,0.00004456926,0.001304262,0.001016963,0.00005849481,0.9563577,0.04013367,0.00001252887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.112493,0.1147233,0.04379061,0.2272333,0.001230701,0.00008627053,0.0002387595,0.00008916436,0.5001149],"genre_scores_gemma":[0.9488305,0.03926282,0.0050656,0.001796659,0.0003973831,0.00003761907,0.00005171064,0.00001058658,0.004547095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004660241,"threshold_uncertainty_score":0.0265097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0610489582186111,"score_gpt":0.4065218570758015,"score_spread":0.3454728988571903,"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."}}