{"id":"W2016940363","doi":"","title":"Mapping Judicial Independence: Toward a Comparative Taxonomy","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Taxonomy (biology); Independence (probability theory); Political science; Law and economics; Law; Sociology; Mathematics; Statistics; Biology","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":[0.004291286,0.0003868374,0.0007176077,0.02564038,0.004162333,0.008419006,0.001557834,0.001070471,0.01210673],"category_scores_gemma":[0.02638502,0.0004450238,0.0004876779,0.02055778,0.00502004,0.01520795,0.004613685,0.002019624,0.001284001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431033,"about_ca_system_score_gemma":0.003460905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007679584,"about_ca_topic_score_gemma":0.01398998,"domain_scores_codex":[0.9957423,0.001572734,0.0003997467,0.0005568262,0.001347094,0.0003812467],"domain_scores_gemma":[0.9825119,0.008125877,0.002116202,0.003273114,0.003465039,0.0005079174],"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":[0.00008165502,0.0001284948,0.09725378,0.0005262999,0.00008813541,0.0001266147,0.01629868,0.002503292,0.001808114,0.6046488,0.004766146,0.27177],"study_design_scores_gemma":[0.00002318104,0.0001054107,0.1453621,0.0006655611,0.0001089835,0.0003396998,0.05030747,0.009784325,0.001810329,0.725234,0.06620203,0.00005702429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3469004,0.003535638,0.1969098,0.003312315,0.00007919178,0.0003097797,0.003794831,0.000353263,0.4448048],"genre_scores_gemma":[0.9520555,0.001240543,0.04120447,0.0001586006,0.00002822839,0.0001507981,0.00196496,0.00007578526,0.003121062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02564038,"threshold_uncertainty_score":0.04050112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05481757513619698,"score_gpt":0.297162550169942,"score_spread":0.242344975033745,"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."}}