{"id":"W2349947405","doi":"","title":"Management mode of foreign oil & gas pipeline regulation and standard systems","year":2012,"lang":"en","type":"article","venue":"Oil & Gas Storage and Transportation","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; European union; Work (physics); Gas pipeline; Petroleum industry; Accounting; Government (linguistics); Business; Pipeline (software); Engineering; Public administration; International trade; Political science; Engineering management; Petroleum engineering; Mechanical engineering; Environmental engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001224505,0.0001011555,0.0001284665,0.00007366654,0.00009108056,0.00002804274,0.00008727191,0.00003612519,0.000001889767],"category_scores_gemma":[0.000001093818,0.00009971239,0.00002444738,0.0001585472,0.00002984686,0.0004855324,0.000008583092,0.00004322866,6.460804e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001795869,"about_ca_system_score_gemma":0.000008370577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002755366,"about_ca_topic_score_gemma":0.000006538472,"domain_scores_codex":[0.9991994,0.00001525429,0.0002490419,0.0001946129,0.0002069419,0.000134747],"domain_scores_gemma":[0.9995286,0.00002318634,0.000130441,0.0001630849,0.00008768038,0.00006696871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002306842,0.0000526767,0.0004381509,0.0002263208,0.00001741705,0.000002822261,0.000823921,0.006342853,0.0004725509,0.6473913,0.00006699185,0.344142],"study_design_scores_gemma":[0.003767628,0.0004591417,0.04777025,0.0007924839,0.0004141082,0.00006405982,0.001014242,0.6829646,0.008539765,0.2070123,0.04566514,0.001536259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0746024,0.0005486028,0.9228706,0.0001309061,0.00004017428,0.00007217244,0.00002518347,0.00007918289,0.001630756],"genre_scores_gemma":[0.9150535,0.0005075122,0.08400226,0.00002223535,0.00003335799,0.00005019762,0.00007338225,0.000007874819,0.000249671],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8404511,"threshold_uncertainty_score":0.4066153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001237224582819,"score_gpt":0.2521282216962819,"score_spread":0.2421158494504537,"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."}}