{"id":"W1526980196","doi":"","title":"Adopting Regulatory Objectives for the Legal Profession","year":2012,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jurisdiction; Regulatory reform; Context (archaeology); Regulatory authority; Political science; Law; Legal profession; Public administration; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001940798,0.00007319736,0.00007159836,0.00002756697,0.002098058,0.0002158595,0.0001980613,0.00008133338,0.000474521],"category_scores_gemma":[0.001656793,0.00005423748,0.00005283468,0.0002950858,0.0001739843,0.001844587,0.00002716732,0.0003256053,0.000134035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036185,"about_ca_system_score_gemma":0.0004896926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003582876,"about_ca_topic_score_gemma":0.001749355,"domain_scores_codex":[0.9989289,0.0002090223,0.0001657015,0.0001174473,0.0002518876,0.0003270242],"domain_scores_gemma":[0.9985932,0.00075838,0.0001320833,0.0001997329,0.0001918886,0.0001246771],"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":[0.00001226245,0.00006873089,0.002356801,0.000006453631,0.00001333963,5.159525e-8,0.009249361,0.000002207074,0.0001150939,0.9654429,0.01908517,0.003647614],"study_design_scores_gemma":[0.0001095094,0.000008815884,0.007918366,0.00001333065,0.00001520319,5.69659e-7,0.02026715,0.000004131315,0.0001578964,0.0006624795,0.9707557,0.00008682334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2198185,0.002784506,0.002327599,0.2064132,0.01469603,0.002853983,0.00002183397,0.0005157887,0.5505686],"genre_scores_gemma":[0.9755101,0.00001515522,0.002239104,0.002484437,0.002267028,0.0001363009,0.000004416164,0.00001162738,0.0173319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9647804,"threshold_uncertainty_score":0.9992011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949082283057709,"score_gpt":0.364787834994338,"score_spread":0.3252970121637609,"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."}}