{"id":"W7093722387","doi":"","title":"OIRA Reinvigorated","year":2019,"lang":"","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memorandum; Staffing; Regulatory affairs; Directive; Interim; Legislation; Regulatory reform; Regulatory authority; Compliance (psychology)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004100271,0.0005592311,0.0006583835,0.0001808522,0.0006797496,0.001362589,0.000612633,0.0002099856,0.01943297],"category_scores_gemma":[0.00009309227,0.0005596757,0.0002751224,0.001116322,0.0002036868,0.002476405,0.0005345377,0.0004501066,0.07558659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008736304,"about_ca_system_score_gemma":0.00005595776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000760999,"about_ca_topic_score_gemma":0.0002807048,"domain_scores_codex":[0.9968891,0.00003953708,0.0007442608,0.0008742421,0.0006401825,0.000812643],"domain_scores_gemma":[0.9978684,0.00004708595,0.0005113645,0.0009450067,0.0005584073,0.00006970585],"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":[0.0003098498,0.0003561397,0.1278464,0.001318817,0.0004994594,0.00004500455,0.0001070932,0.0008528313,0.001761878,0.7191246,0.1400696,0.007708335],"study_design_scores_gemma":[0.001647158,0.0000353768,0.03920716,0.0003977057,0.0001091842,0.00000197711,0.0004304128,0.003277323,0.00009891453,0.006475628,0.9474782,0.0008409366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3034549,0.003895468,0.0001012503,0.005997067,0.005114116,0.001148903,0.000008763459,0.0004123288,0.6798672],"genre_scores_gemma":[0.9195552,0.0001282593,0.0001281115,0.0085458,0.002234891,0.00003047902,0.00004527738,0.00007816687,0.06925376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8074086,"threshold_uncertainty_score":0.9996855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841991615465744,"score_gpt":0.2329961390064631,"score_spread":0.2145762228518057,"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."}}