{"id":"W2794396534","doi":"10.1163/15730352-04301003","title":"Transparency in the Work of Judicial Councils: The Experience of (East) European Countries","year":2018,"lang":"en","type":"article","venue":"Review of Central and East European Law","topic":"European and International Law Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transparency (behavior); Accountability; Political science; Judicial review; Judicial activism; Judicial independence; Judicial reform; Autonomy; Openness to experience; Public administration; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002094685,0.000101245,0.0002374395,0.00001181258,0.0002143302,0.00001889352,0.0005362882,0.000008093105,0.00009704805],"category_scores_gemma":[0.0001452174,0.00005582561,0.00008250689,0.0002174477,0.002276444,0.0001001498,0.00004060069,0.00007564579,0.00001563606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001149625,"about_ca_system_score_gemma":0.00003252625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002171326,"about_ca_topic_score_gemma":0.0003258699,"domain_scores_codex":[0.9975739,0.001092652,0.0004985288,0.0001361681,0.0004964118,0.0002023644],"domain_scores_gemma":[0.9992681,0.00007453367,0.0002351828,0.0001593894,0.0002254159,0.00003738984],"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":[0.00008782764,0.000163039,0.005988629,0.001314148,0.00005414528,0.00001328785,0.1536328,0.000001146666,0.00004049586,0.8249942,0.003444114,0.01026616],"study_design_scores_gemma":[0.0001803607,0.0001023096,0.03969034,0.004319039,0.00003867462,0.000002019384,0.003234956,7.966145e-7,0.00002007151,0.0001043604,0.952201,0.0001060612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07053348,0.05282293,0.00001912067,0.002099921,0.0002342903,0.000326075,0.00003210727,0.00001072873,0.8739213],"genre_scores_gemma":[0.9326318,0.06599136,0.0000128215,0.0009968632,0.0002390862,0.000001086669,0.00000136647,0.000007422701,0.0001181842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9487569,"threshold_uncertainty_score":0.8387651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04285149383649939,"score_gpt":0.2897973172270954,"score_spread":0.246945823390596,"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."}}