{"id":"W7047311714","doi":"","title":"Exploration of Centralized and Decentralized Education Systems Around the World","year":2024,"lang":"en","type":"article","venue":"The Institutional Repository at DePaul University (DePaul University)","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Democracy; Authoritarianism; Global education; Global strategy; Regression analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002427062,0.0001016682,0.000195618,0.003581266,0.00123209,0.004459768,0.0002971083,0.0002134156,0.003568557],"category_scores_gemma":[0.005388796,0.0001486941,0.0001166251,0.004617659,0.002139171,0.003089225,0.002521142,0.0004792628,0.0001492173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629975,"about_ca_system_score_gemma":0.002925626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009608141,"about_ca_topic_score_gemma":0.01863939,"domain_scores_codex":[0.9982734,0.000760553,0.00008029387,0.0002627958,0.0004502985,0.0001726523],"domain_scores_gemma":[0.9969406,0.001347783,0.0007464386,0.0002833988,0.0004391483,0.0002426238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001043411,0.0001876404,0.3435076,0.000295386,0.00005613709,0.0007419187,0.1880294,0.003081849,0.0015338,0.2220307,0.002325166,0.238106],"study_design_scores_gemma":[0.00005363334,0.0001279574,0.6188251,0.0004029074,0.00003169033,0.0003531479,0.2663113,0.007614178,0.0008391143,0.0399234,0.06546754,0.00005001361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9328499,0.0002638587,0.001928532,0.0006959758,0.000007362925,0.00004507603,0.0001437988,0.000016883,0.06404866],"genre_scores_gemma":[0.9981651,0.0000888158,0.0006594948,0.00002149584,0.000001971145,0.00001066223,0.00005978509,0.00000228116,0.0009903471],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009608141,"threshold_uncertainty_score":0.01910442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008960134475081281,"score_gpt":0.1927847174726077,"score_spread":0.1838245829975264,"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."}}