{"id":"W3010901749","doi":"","title":"Effective and Efficient Regulation of the Offshore Oil Industry:The 2001 White Rose Public Review Process","year":2003,"lang":"en","type":"article","venue":"Dalhousie law journal","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"White (mutation); Rose (mathematics); White paper; Submarine pipeline; Business; Process (computing); Legislation; Engineering; Law; Political science; Computer science; Chemistry; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007361918,0.0001506001,0.0002179634,0.00003140918,0.0002339754,0.00004435355,0.0001574891,0.0000775714,0.0000400239],"category_scores_gemma":[0.0002328287,0.00008683847,0.00005889633,0.0003445245,0.00008178877,0.00006865772,0.00003707835,0.0005823062,0.000001124909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390996,"about_ca_system_score_gemma":0.0000195564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006617053,"about_ca_topic_score_gemma":0.0001008525,"domain_scores_codex":[0.9990743,0.00009250096,0.000262023,0.0000942162,0.0002415877,0.0002354066],"domain_scores_gemma":[0.9994511,0.00006674873,0.00008441506,0.0001919307,0.0001413299,0.00006449841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006187014,0.0004627685,0.1518528,0.0136457,0.0018783,0.00003770425,0.007040331,0.5537381,0.0008549745,0.02680657,0.09050173,0.1531192],"study_design_scores_gemma":[0.002450717,0.0002267581,0.6156526,0.006761692,0.0006859925,0.001650763,0.0005695802,0.02578274,0.004842205,0.001024988,0.3388279,0.00152406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673238,0.06039299,0.001626603,0.00314009,0.002101178,0.001033071,0.00003443191,0.00023445,0.06411335],"genre_scores_gemma":[0.9979293,0.001627576,0.00005102054,0.0001067941,0.00009210694,0.00001752603,0.000001304007,0.00002374135,0.0001506192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5279553,"threshold_uncertainty_score":0.354117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00833438428284983,"score_gpt":0.2177397217167281,"score_spread":0.2094053374338783,"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."}}