{"id":"W4299311074","doi":"10.31752/idea.2022.47","title":"The Global State of Democracy Indices Technical Procedures Guide: Version 6 (2022)","year":2022,"lang":"en","type":"book","venue":"","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Democracy; State (computer science); Index (typography); Computer science; Wish; Political science; Operations research; Data science; Sociology; Mathematics; World Wide Web; Law; Algorithm; Politics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007354876,0.0001553497,0.0002348111,0.0000227552,0.0009236462,0.00006232903,0.001003266,0.0001622277,0.001492867],"category_scores_gemma":[0.001107894,0.0001103986,0.000144653,0.000176145,0.0008160774,0.00009475317,0.0003650222,0.0003454074,0.00004770058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007789247,"about_ca_system_score_gemma":0.003518529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743259,"about_ca_topic_score_gemma":0.009971413,"domain_scores_codex":[0.9976295,0.0001076947,0.0003529592,0.0002508327,0.001218689,0.0004403103],"domain_scores_gemma":[0.9987049,0.0004918975,0.0003055145,0.0002451399,0.0001115721,0.0001410374],"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":[0.00002054561,0.00001508219,0.000189118,0.00002431665,0.00001948718,0.000004490389,0.0001606137,3.047693e-7,0.000001450552,0.6286524,0.3674773,0.003434923],"study_design_scores_gemma":[0.00007085983,0.00004347484,0.0007341221,0.0000282594,0.00002059686,7.24318e-7,0.0001259715,6.291471e-7,0.0000055581,0.1169923,0.881853,0.0001245664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001232345,0.001157532,0.000008013632,0.003083451,0.0002911309,0.0003017561,0.0002200776,0.00007806395,0.9947367],"genre_scores_gemma":[0.0029818,0.001707699,0.00003915473,0.0004993922,0.0001798452,0.00001434646,0.00001472419,0.00001069945,0.9945523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5143757,"threshold_uncertainty_score":0.9994199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200688624321971,"score_gpt":0.318164396425837,"score_spread":0.3061575101826173,"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."}}