{"id":"W2053390156","doi":"10.1115/ipc2004-0022","title":"Valve Automation for Oil Pipeline Safety","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"AXYS Technologies (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Petroleum; Environmental science; Automation; Petroleum industry; Petroleum engineering; Block (permutation group theory); Leak; Control valves; Marine engineering; Engineering; Computer science; Environmental engineering; Geology; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007146039,0.0004513915,0.0003224387,0.0005891777,0.0007358445,0.001126028,0.0005782,0.0005898842,0.007016591],"category_scores_gemma":[0.003759503,0.0002125438,0.0002931058,0.0005257805,0.0007753112,0.0009201234,0.0006540321,0.0007629156,0.001799994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005965357,"about_ca_system_score_gemma":0.001129417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368705,"about_ca_topic_score_gemma":0.001548757,"domain_scores_codex":[0.998118,0.0002675742,0.0001015,0.0002341698,0.001178206,0.0001005724],"domain_scores_gemma":[0.9974693,0.0007667444,0.0004623987,0.0005770247,0.0006479575,0.00007652822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003836102,0.00007496597,0.003003864,0.0006828285,0.00001981924,0.000317878,0.000424331,0.02396228,0.1900045,0.07489543,0.008844041,0.6973864],"study_design_scores_gemma":[0.0001487839,0.001685329,0.01060867,0.0003767183,0.00009349222,0.002640696,0.0003721327,0.1332452,0.31225,0.07666981,0.4617413,0.0001677959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05998817,0.005259349,0.8639237,0.001019783,0.0005646991,0.0002844247,0.0002588381,0.004022598,0.06467852],"genre_scores_gemma":[0.6452487,0.001815661,0.3348509,0.0002084688,0.0002128866,0.00008135597,0.0003076398,0.0002435057,0.01703095],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007016591,"threshold_uncertainty_score":0.02347285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009862072664240946,"score_gpt":0.2224552746538336,"score_spread":0.2125932019895926,"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."}}