{"id":"W1978117518","doi":"10.2118/168485-ms","title":"Leveraging Sustainability in the Oil and Gas Supply Chain","year":2014,"lang":"en","type":"article","venue":"SPE International Conference on Health, Safety, and Environment","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Supply chain; Sustainability; Business; Supply chain management; Schedule; Supply chain risk management; Environmental economics; Quality (philosophy); Production (economics); Corporate governance; Industrial organization; Process management; Finance; Marketing; Service management; Computer science; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005654977,0.0001002086,0.000102468,0.00005646696,0.00006472377,0.00002925761,0.00009652095,0.00003074909,0.0000642504],"category_scores_gemma":[0.000017932,0.00008097845,0.00001318566,0.00002128447,0.00006301525,0.00005444142,0.00002811166,0.0001636747,0.000004938743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638748,"about_ca_system_score_gemma":0.00001248274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844528,"about_ca_topic_score_gemma":0.00003851107,"domain_scores_codex":[0.9992459,0.00006326207,0.0001964609,0.0001859018,0.0001577109,0.0001507783],"domain_scores_gemma":[0.9997479,0.00004171695,0.00002588286,0.0001287199,0.000009409681,0.00004633305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002248516,0.00003004147,0.001002147,0.00006631829,0.000005124209,0.000001020851,0.001312126,0.0007576509,0.00001699776,0.01522709,0.0001565989,0.9814024],"study_design_scores_gemma":[0.001453653,0.000600717,0.1233602,0.0002274041,0.000008474421,0.00005530967,0.003910389,0.04819959,0.0006247939,0.5154196,0.3054554,0.0006844575],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1659525,0.0006721245,0.004637455,0.7874573,0.0005958846,0.0003488781,0.00002492473,0.0001963373,0.04011459],"genre_scores_gemma":[0.9653965,0.03351629,0.0002236908,0.0005271751,0.00008653137,0.00001944853,0.000009874705,0.000007173805,0.0002132971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.980718,"threshold_uncertainty_score":0.3302205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534342034793135,"score_gpt":0.2474948276509386,"score_spread":0.2321514073030073,"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."}}