{"id":"W2078974002","doi":"10.1115/ipc2010-31092","title":"The Alberta Experience With Composite Pipes in Production Environments","year":2010,"lang":"en","type":"article","venue":"2010 8th International Pipeline Conference, Volume 1","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Energy Regulator","funders":"University of Calgary","keywords":"Pipeline (software); Pipeline transport; Production (economics); Mandate; Engineering; Agency (philosophy); Forensic engineering; Civil engineering; Petroleum engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003115361,0.0004893939,0.0001832465,0.00099453,0.005870485,0.004626412,0.00159193,0.001171189,0.009946645],"category_scores_gemma":[0.002030221,0.0003804855,0.0002598094,0.003372871,0.006064405,0.00170212,0.002381043,0.00126802,0.001298522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02461986,"about_ca_system_score_gemma":0.02665394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7817259,"about_ca_topic_score_gemma":0.8999812,"domain_scores_codex":[0.997362,0.0003877724,0.00004349512,0.0002480492,0.001521999,0.0004367479],"domain_scores_gemma":[0.9974912,0.0005475186,0.0001409005,0.0001687002,0.001078702,0.0005728636],"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":[0.0005271061,0.0004001443,0.0358016,0.0009597241,0.00002559091,0.006072696,0.0653787,0.006739305,0.01342901,0.1196784,0.1178136,0.6331741],"study_design_scores_gemma":[0.000006363481,0.0001457332,0.0283283,0.000176306,0.00001091736,0.0009502225,0.01657907,0.0005086956,0.002611194,0.002712467,0.9479215,0.00004912529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2875268,0.06438463,0.01415462,0.0263646,0.001337359,0.0001299839,0.0006961618,0.0006976805,0.6047082],"genre_scores_gemma":[0.6839647,0.03915383,0.01214716,0.002401922,0.0002335524,0.00003130441,0.0003958723,0.0002381261,0.2614336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2182741,"threshold_uncertainty_score":0.4391191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008392742604647134,"score_gpt":0.2174270867865692,"score_spread":0.2090343441819221,"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."}}