{"id":"W2955557668","doi":"","title":"Education and Democracy","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Democracy; Political science; Politics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000694423,0.00005301454,0.00006409045,0.0001520207,0.0008361142,0.0001792522,0.0002862333,0.00005415536,0.0002728385],"category_scores_gemma":[0.000164686,0.00005459048,0.00001931247,0.0004609181,0.0002090082,0.0003908657,0.0001542357,0.0001776753,0.0001986407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206934,"about_ca_system_score_gemma":0.0002791098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003232584,"about_ca_topic_score_gemma":0.0002692556,"domain_scores_codex":[0.9988076,0.00005374418,0.00004821608,0.0002157219,0.0005820746,0.0002926262],"domain_scores_gemma":[0.9987885,0.000039947,0.00002554491,0.00004823464,0.0008870115,0.0002107774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002808907,0.0003485981,0.2446431,0.0000484636,0.00002361582,0.000001560243,0.2869401,1.293274e-7,0.001010769,0.3774913,0.08283386,0.006630442],"study_design_scores_gemma":[0.000132396,0.00001900643,0.07887793,0.00001406488,0.000002749737,5.170523e-7,0.3307745,0.000001272621,0.00001529632,0.0001819097,0.5899272,0.00005322357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7132782,0.00002527637,9.6797e-8,0.007724928,0.0001386782,0.0003549702,5.422102e-7,0.00003236495,0.2784449],"genre_scores_gemma":[0.8942919,0.0001884418,0.000108036,0.0001003428,0.00006832682,9.582831e-7,0.000001250734,0.000002618104,0.1052381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5070933,"threshold_uncertainty_score":0.6430799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06459474722691362,"score_gpt":0.4296016208147116,"score_spread":0.365006873587798,"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."}}