{"id":"W4200567246","doi":"10.31752/idea.2021.112","title":"The Global State of Democracy Indices Methodology, Conceptualization and Measurement Framework, Version 5 (2021)","year":2021,"lang":"en","type":"book","venue":"","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Democracy; Conceptualization; Political science; State (computer science); Public administration; Regional science; Geography; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02005814,0.001148743,0.0006661399,0.01064325,0.001618973,0.006693088,0.00171767,0.001532163,0.007513497],"category_scores_gemma":[0.03216979,0.0006026438,0.0008924796,0.01749985,0.003084554,0.005323383,0.004594701,0.003845957,0.004077648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007309435,"about_ca_system_score_gemma":0.02058746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01796561,"about_ca_topic_score_gemma":0.01677384,"domain_scores_codex":[0.9825165,0.007558296,0.001560537,0.000780122,0.006965633,0.0006188217],"domain_scores_gemma":[0.985515,0.004813003,0.001983963,0.00139804,0.005644464,0.0006456443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002698567,0.00007286382,0.01126434,0.000760222,0.00004713873,0.00006022251,0.0023521,0.002505781,0.0003207442,0.4377602,0.2876778,0.2571516],"study_design_scores_gemma":[0.00001897852,0.00007237882,0.01618073,0.00187404,0.00002809263,0.0001734379,0.001863166,0.001991558,0.0006671975,0.1387034,0.8383674,0.00005965541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.018414,0.01520146,0.3491808,0.02099645,0.004328278,0.005834601,0.08340932,0.002545621,0.5000895],"genre_scores_gemma":[0.1134686,0.01726077,0.6777157,0.00563532,0.0007493223,0.01889171,0.1061858,0.001514224,0.05857853],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02005814,"threshold_uncertainty_score":0.1060789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09365726530104451,"score_gpt":0.3678358571826086,"score_spread":0.2741785918815641,"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."}}