{"id":"W7065253509","doi":"","title":"Debating Judicial Appointments in an Age of Diversity","year":2017,"lang":"en","type":"other","venue":"Kent Academic Repository (University of Kent)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Commission; Pace; Supreme court; Judicial opinion; Judicial review","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001949572,0.0001957002,0.000442517,0.000292899,0.0002340338,0.000009805224,0.001068163,0.0002412816,0.01620448],"category_scores_gemma":[0.000005983991,0.0002515019,0.0001435526,0.00008758627,0.0002602939,0.00005547348,0.0009130807,0.0005073046,0.00001150069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003751012,"about_ca_system_score_gemma":0.000127458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02268801,"about_ca_topic_score_gemma":0.0005622509,"domain_scores_codex":[0.9985338,0.0001180739,0.0002108843,0.0003763168,0.0005093258,0.0002515647],"domain_scores_gemma":[0.9985738,0.00002906746,0.0007425961,0.0004821152,0.00005025426,0.0001221434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000158563,0.0004869327,0.6967638,0.0003452377,0.0003201375,0.0001528494,0.002495404,0.000004983971,0.01150898,0.0004900424,0.2324002,0.05487292],"study_design_scores_gemma":[0.01111365,0.0008956076,0.3312395,0.005200739,0.0007969951,0.000003270101,0.01201581,0.0008732285,0.002606313,0.0005626415,0.6325357,0.002156556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1781376,0.0001072801,0.0001039431,0.00003893599,0.0002199304,0.0005311576,0.00004696395,0.00002384405,0.8207904],"genre_scores_gemma":[0.375852,0.00007752799,0.0002440616,0.000004499546,0.0002439514,9.253698e-7,0.0001097489,0.00005276913,0.6234145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4001355,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581856155129781,"score_gpt":0.2654647959685658,"score_spread":0.239646234417268,"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."}}