{"id":"W146446178","doi":"10.2139/ssrn.1923030","title":"Kaleidoscopic Leadership in Contemporary Democracies","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Political science; Political economy; Sociology","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":[0.004307766,0.00007243807,0.0001042329,0.0001810185,0.0003814984,0.00007504362,0.0003813147,0.00008510623,0.0002535859],"category_scores_gemma":[0.0003546005,0.00006821999,0.00005042851,0.0003274546,0.0002461596,0.0004704625,0.00001614563,0.001320375,0.0000538246],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512616,"about_ca_system_score_gemma":0.0104551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293238,"about_ca_topic_score_gemma":0.02352371,"domain_scores_codex":[0.9968014,0.0003740549,0.0002075124,0.000114199,0.0003334346,0.002169371],"domain_scores_gemma":[0.9995782,0.00006829215,0.00007355829,0.00007901237,0.00005226928,0.0001486533],"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":[0.00003047069,0.00005225635,0.02351991,0.000003076932,0.00001919394,0.00001112332,0.006125048,8.089327e-8,0.00002844027,0.966347,0.0003682238,0.003495116],"study_design_scores_gemma":[0.0008567493,0.0003179692,0.01306165,0.00003726474,0.000004208105,0.00004898374,0.1221756,0.000005949521,0.0001741118,0.8387581,0.02432412,0.0002353559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3636894,0.003673784,0.0005721413,0.02748891,0.0002827416,0.0002836601,0.000002068897,0.00007467454,0.6039327],"genre_scores_gemma":[0.9859048,0.0008261856,0.00002667001,0.0003496577,0.0002198687,0.000005156273,6.717383e-7,0.000006262868,0.01266073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6222154,"threshold_uncertainty_score":0.9951547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3732777810019481,"score_gpt":0.3872735152359751,"score_spread":0.013995734234027,"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."}}