{"id":"W2392352955","doi":"","title":"Safety Issues and Countermeasures on Long Distance Gas Transmission Pipeline","year":2006,"lang":"en","type":"article","venue":"Oil & Gas Storage and Transportation","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Engineering; Forensic engineering; Accident (philosophy); Gas pipeline; China; Countermeasure; Risk analysis (engineering); Transport engineering; Civil engineering; Petroleum engineering; Business; Mechanical engineering; Geography","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":[0.00005871839,0.000160821,0.0001461654,0.00006503387,0.00006420595,0.00002579904,0.00003911323,0.00008521404,0.000007033947],"category_scores_gemma":[0.000001799091,0.0001509864,0.00002508232,0.00007697576,0.00003649693,0.0001079313,7.01735e-7,0.0001238015,0.000001367387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000172788,"about_ca_system_score_gemma":0.000002673532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007089546,"about_ca_topic_score_gemma":0.0002556176,"domain_scores_codex":[0.9993861,0.000004874423,0.0001701438,0.0001647465,0.0001245496,0.0001496114],"domain_scores_gemma":[0.9998197,0.00001847162,0.00001664067,0.00009371799,0.00001789385,0.00003359199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001979903,0.0001018123,0.009177237,0.001142103,0.00005313454,0.0001995626,0.001137476,0.1054548,0.008349083,0.004852561,0.001162735,0.8681716],"study_design_scores_gemma":[0.004280135,0.0004532767,0.6687735,0.001738092,0.0003050921,0.00003614608,0.0004351576,0.1204127,0.05048583,0.002755308,0.1481514,0.002173326],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251891,0.006708293,0.0662161,0.0001603232,0.0001098416,0.00005072587,0.00004104091,0.0006597079,0.0008649077],"genre_scores_gemma":[0.9957213,0.003244492,0.0005856155,0.00000619853,0.00005241375,0.000007302426,0.0001002748,0.00002584698,0.0002564945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8659982,"threshold_uncertainty_score":0.6157047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003917275745229433,"score_gpt":0.1872842046422024,"score_spread":0.1833669288969729,"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."}}