{"id":"W4386309250","doi":"10.36948/ijfmr.2023.v05i04.5904","title":"Judicial Independence and Reformation of the Collegium System: Evaluating the Njac Judgement and Foreign Judicial Appointment Systems","year":2023,"lang":"en","type":"article","venue":"International Journal For Multidisciplinary Research","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Judgement; Judicial independence; Dissenting opinion; Law; Political science; Democracy; Doctrine; Independence (probability theory); Supreme court; Commission; Economic Justice; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03249004,0.0002354113,0.0006131767,0.00334558,0.01207264,0.01691933,0.001745878,0.00282255,0.003174123],"category_scores_gemma":[0.05966819,0.0002307939,0.0005756102,0.003956097,0.02056541,0.0041631,0.005685899,0.00786991,0.0003641425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02329355,"about_ca_system_score_gemma":0.02187117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04317051,"about_ca_topic_score_gemma":0.08781758,"domain_scores_codex":[0.9615577,0.01731798,0.001553593,0.002281516,0.010677,0.00661215],"domain_scores_gemma":[0.9625307,0.0184975,0.004350065,0.002536079,0.008795304,0.003290369],"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":[0.0001184965,0.00006017272,0.007355394,0.00007280037,0.00002141081,0.0002915061,0.01289121,0.000659408,0.0002292259,0.9633473,0.002224486,0.01272861],"study_design_scores_gemma":[0.0004298561,0.001514154,0.1684163,0.001815811,0.0005112477,0.000921044,0.1803627,0.007249475,0.004439678,0.3046928,0.3291262,0.0005207314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4950508,0.002914878,0.00312174,0.01901366,0.0006306355,0.0003049761,0.00008623157,0.00002100918,0.4788561],"genre_scores_gemma":[0.9932694,0.0002740324,0.0005659464,0.001110768,0.0001050335,0.00002391287,0.0000155804,0.000006091042,0.004629239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04317051,"threshold_uncertainty_score":0.1718258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946743660169466,"score_gpt":0.4857031842620445,"score_spread":0.2910288182450979,"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."}}