{"id":"W4412930218","doi":"10.3390/en18154056","title":"Accidents in Oil and Gas Pipeline Transportation Systems","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Petroleum engineering; Fossil fuel; Environmental science; Pipeline transport; Transport engineering; Business; Engineering; Waste management; Forensic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006779727,0.0002766829,0.0002611151,0.009879496,0.0007451799,0.000799959,0.0002849865,0.0003409159,0.002066263],"category_scores_gemma":[0.002910402,0.0001686725,0.0005741185,0.008678451,0.0002590748,0.0006416206,0.0005726577,0.0002116927,0.0003230541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658456,"about_ca_system_score_gemma":0.0009807089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03652684,"about_ca_topic_score_gemma":0.03020651,"domain_scores_codex":[0.9979837,0.0003443416,0.0003057253,0.0001951789,0.0009948775,0.000176174],"domain_scores_gemma":[0.9970868,0.0007637561,0.0009362373,0.0001432047,0.0009797283,0.00009012842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003093185,0.00009409153,0.8804018,0.0005772103,0.0002234867,0.001655406,0.001829882,0.02006955,0.0009832128,0.003412829,0.006290609,0.08415253],"study_design_scores_gemma":[0.000005182062,0.0002023056,0.9701725,0.0001350539,0.000111652,0.001653333,0.002812427,0.01096377,0.001513145,0.001066472,0.01132149,0.00004264422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723101,0.003866307,0.00560164,0.0002076999,0.00005381622,0.0001005617,0.008907292,0.000182164,0.008770474],"genre_scores_gemma":[0.9874559,0.003409698,0.001418468,0.00002415465,0.00002499733,0.00003952236,0.006169692,0.00001424748,0.001443233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03652684,"threshold_uncertainty_score":0.07262844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00509706948884259,"score_gpt":0.215282751800563,"score_spread":0.2101856823117204,"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."}}