{"id":"W1603337498","doi":"10.21991/c9b952","title":"THE PREAMBLE, JUDICIAL INDEPENDANCE AND JUDICIAL INTEGRITY","year":2011,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preamble; Political science; Law; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001108804,0.0003800162,0.0003891622,0.0001440596,0.0117471,0.0001976341,0.000605505,0.0003114642,0.0002084993],"category_scores_gemma":[0.001487982,0.0003090698,0.0002058355,0.0005427661,0.0321914,0.0008193423,0.0003522993,0.0006492942,0.0001986947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897422,"about_ca_system_score_gemma":0.003134309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008886754,"about_ca_topic_score_gemma":0.01880466,"domain_scores_codex":[0.9965015,0.0002095688,0.0006495367,0.0006138806,0.0008952434,0.001130276],"domain_scores_gemma":[0.9980656,0.0004308031,0.0002442552,0.0002872685,0.0005966658,0.0003754377],"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":[0.0001418754,0.00009582211,0.0371544,0.000003850033,0.0001057584,0.00002081977,0.0006367754,0.00000330783,0.00001479679,0.9537473,0.003536387,0.004538866],"study_design_scores_gemma":[0.000941663,0.00008177016,0.01074125,0.0001297753,0.00009947373,0.00009527399,0.008977034,0.00002935184,0.00009007857,0.5432059,0.4349833,0.0006251299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01777395,0.007265138,0.02270934,0.01689312,0.006677081,0.001499154,0.0002627683,0.0005056661,0.9264138],"genre_scores_gemma":[0.9958257,0.001396397,0.0005517446,0.001123578,0.0006373989,0.0001344214,0.00001670752,0.00000917194,0.0003048533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9780518,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632287987767642,"score_gpt":0.2845299155272619,"score_spread":0.2382070356495855,"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."}}