{"id":"W4243416969","doi":"10.22215/etd/2010-09254","title":"An exercise in defining democracy and its implications for Russia, 2000-2008","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Democracy; Political science; Operations research; Humanities; Sociology; Engineering; Art; Law; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002160909,0.0001168094,0.000182424,0.00006513694,0.0004324588,0.00008416106,0.0002074723,0.0003460505,0.000103327],"category_scores_gemma":[0.0003159071,0.0001174068,0.0000391151,0.0001288034,0.00004229961,0.000236561,0.000006136138,0.0002038473,0.0000161245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004297434,"about_ca_system_score_gemma":0.000464475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005038415,"about_ca_topic_score_gemma":0.05974424,"domain_scores_codex":[0.9990737,0.00002133884,0.0001922248,0.0002516287,0.0001141301,0.0003470038],"domain_scores_gemma":[0.9993449,0.0001602693,0.00009026428,0.0001267307,0.00009540062,0.0001824011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001784976,0.00003740158,0.001666077,0.00003744614,0.000002540301,2.501638e-7,0.006249066,9.326158e-8,0.0003545148,0.9717643,0.0003124103,0.0195581],"study_design_scores_gemma":[0.0006199459,0.0000481567,0.719165,0.0002752717,0.00007619632,5.281582e-7,0.00404145,0.0001214898,0.0006808507,0.1434686,0.130688,0.0008144982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6669362,0.002283301,0.00004738343,0.0035613,0.000537076,0.001299164,0.0002268732,0.0001217717,0.324987],"genre_scores_gemma":[0.9370249,0.0007759487,0.0007541045,0.0001917699,0.0001445436,0.0002126566,0.0002857709,0.00002387056,0.06058642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8282956,"threshold_uncertainty_score":0.957413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02403130203118138,"score_gpt":0.3638098729595201,"score_spread":0.3397785709283387,"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."}}