{"id":"W2167749375","doi":"10.2139/ssrn.1744263","title":"Preliminary Empirical Assessment of Offshore Production Platforms in the Gulf of Mexico","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Submarine pipeline; Government (linguistics); Enforcement; Environmental science; Warning system; Production (economics); Produced water; Law enforcement; Engineering; Business; Environmental engineering; Law; Telecommunications; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364524,0.0002541801,0.0002072895,0.001338937,0.001486971,0.001681171,0.0005627182,0.0007640283,0.006389156],"category_scores_gemma":[0.009578967,0.0001905666,0.000226962,0.001331938,0.0008835167,0.001249854,0.001483879,0.0007645233,0.0004903404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738874,"about_ca_system_score_gemma":0.002205753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0658259,"about_ca_topic_score_gemma":0.1272654,"domain_scores_codex":[0.9993883,0.0001683836,0.00003797673,0.00007866942,0.0001336711,0.0001929458],"domain_scores_gemma":[0.9908881,0.004221477,0.002561358,0.0002750097,0.001482561,0.0005714464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002254526,0.000438758,0.9752212,0.00008803886,0.00004052301,0.0006617862,0.009718245,0.0004004607,0.0007856886,0.002117363,0.000727775,0.009574683],"study_design_scores_gemma":[0.0000124074,0.0001683651,0.9147081,0.0000954264,0.00003235,0.00005576703,0.08135667,0.0007564261,0.0002576835,0.000219057,0.002331147,0.000006624719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971219,0.00002717978,0.00006342493,0.0001548702,0.000002086945,0.00001516417,0.00008172911,0.000001134524,0.002532481],"genre_scores_gemma":[0.9983318,0.00009751737,0.0001347508,0.00002521584,0.000003733538,0.00002321544,0.0001808302,0.000001292545,0.00120162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0658259,"threshold_uncertainty_score":0.1308855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146666268829244,"score_gpt":0.4709707713935853,"score_spread":0.3563041445106609,"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."}}