{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006512965,0.0012074,0.0006071505,0.004815652,0.001133746,0.005075217,0.001527262,0.001525323,0.100168],"category_scores_gemma":[0.02500527,0.001443689,0.0006706173,0.008709701,0.0008887736,0.00435589,0.002430675,0.004055416,0.125172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246281,"about_ca_system_score_gemma":0.007278861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237449,"about_ca_topic_score_gemma":0.02235802,"domain_scores_codex":[0.9936847,0.002055028,0.0005374416,0.0003028627,0.003197426,0.000222507],"domain_scores_gemma":[0.9888676,0.004162407,0.0006958921,0.001054075,0.004974004,0.0002461003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001079221,0.00002621062,0.0004088075,0.0002152301,0.000005640994,0.00002165838,0.0002252828,0.0006279277,0.0001209168,0.02858251,0.8587807,0.1109743],"study_design_scores_gemma":[0.00000646005,0.0000102578,0.0009485368,0.0002590209,0.000003110371,0.00005009974,0.0001416637,0.0004323507,0.0002572676,0.01366007,0.9842097,0.00002156708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002153654,0.002953949,0.1696867,0.006533711,0.002847298,0.003014108,0.192147,0.01256531,0.6080984],"genre_scores_gemma":[0.01008207,0.005393032,0.390345,0.003386108,0.0005426796,0.008041956,0.1924767,0.01054733,0.379185],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.100168,"threshold_uncertainty_score":0.3350955,"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."}}