{"id":"W2504383639","doi":"10.1016/j.jclepro.2016.07.215","title":"A sustainability paradox? Sustainable operations in the offshore oil and gas industry: The case of Petrobras","year":2016,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Petroleum industry; Sustainability; Enforcement; Business; Hazardous waste; Offshore oil and gas; Process (computing); Risk analysis (engineering); Process safety; Environmental planning; Environmental economics; Submarine pipeline; Process management; Engineering; Marketing; Economics; Computer science; Waste management; Work in process; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01115339,0.00008704251,0.0002518958,0.0002832888,0.0002617046,0.000114866,0.0003663027,0.0000772139,0.00005249084],"category_scores_gemma":[0.009919235,0.00003209089,0.0001122574,0.0009201471,0.0003068752,0.0007437401,0.00005404402,0.0003588223,0.000001239932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000875785,"about_ca_system_score_gemma":0.0002203046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003191609,"about_ca_topic_score_gemma":0.0005263516,"domain_scores_codex":[0.997292,0.0008918759,0.0008366883,0.0002019201,0.0006036633,0.0001738822],"domain_scores_gemma":[0.9968566,0.0006252423,0.0004118308,0.0005095081,0.001549074,0.00004775758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004735079,0.0004336228,0.03859947,0.00003683981,0.00008748122,0.0007449422,0.0129264,0.02797708,0.0003818376,0.009875267,0.01381039,0.8946532],"study_design_scores_gemma":[0.001658807,0.0006952184,0.08494574,0.00008548894,0.0003081581,0.01335319,0.5130954,0.001429633,0.001556955,0.3107969,0.07174107,0.0003334281],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8404651,0.0001761775,0.000231343,0.1587885,0.0000785873,0.00006239158,0.000001084818,0.00000154944,0.0001952422],"genre_scores_gemma":[0.9952751,0.0003332723,0.00006175652,0.00004518194,0.0002313936,0.000003246047,1.083356e-7,0.000003679396,0.004046251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8943198,"threshold_uncertainty_score":0.9984207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523267593508428,"score_gpt":0.345355750895344,"score_spread":0.3101230749602597,"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."}}