{"id":"W35222582","doi":"10.21991/c9th43","title":"TWELVE PARADOXES OF JUDICIAL DISCIPLINE","year":2011,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0006664687,0.0001980224,0.0002669011,0.0002883643,0.001843679,0.00006962764,0.0003947897,0.0001875116,0.002630932],"category_scores_gemma":[0.001466155,0.0002002548,0.0001705211,0.0008785416,0.009039569,0.001472039,0.00009015496,0.0003402759,0.0002838949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528533,"about_ca_system_score_gemma":0.00505035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705161,"about_ca_topic_score_gemma":0.001908391,"domain_scores_codex":[0.9977964,0.0001236463,0.0006568182,0.0003249315,0.0005627716,0.0005354554],"domain_scores_gemma":[0.9981796,0.0002415858,0.0003546287,0.0002853875,0.0007145841,0.0002242346],"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":[0.00005662557,0.0002877875,0.0210044,0.000006942742,0.00005291806,0.000004264819,0.002100437,0.0000174802,0.00007370763,0.9688024,0.006769684,0.0008233901],"study_design_scores_gemma":[0.00109189,0.00008331167,0.004691401,0.0001139175,0.0001146808,0.00004820563,0.02314672,0.00005007136,0.0008753179,0.2289976,0.7402005,0.0005863182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01046297,0.0003462412,0.05360379,0.0290782,0.004521525,0.0006839533,0.0002477469,0.0002195693,0.900836],"genre_scores_gemma":[0.9945405,0.00006280831,0.003262063,0.0009190366,0.0002754527,0.00005620369,0.00007198472,0.000006820325,0.0008051332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9840775,"threshold_uncertainty_score":0.9994558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0757601109956105,"score_gpt":0.348099049291131,"score_spread":0.2723389382955205,"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."}}