{"id":"W2070196634","doi":"10.4043/25797-ms","title":"Critical HP/HT Flowline Design Challenges Associated With Deepwater Miocene GoM Fields","year":2015,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Perforation; Petroleum engineering; Marine engineering; Geology; Environmental science; Engineering; 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":[0.0006816,0.0002704154,0.0001872463,0.0003410765,0.0004915426,0.0006261345,0.0005817423,0.0004753919,0.002681784],"category_scores_gemma":[0.0007494721,0.000183035,0.0001445066,0.000189028,0.0003178229,0.0005788115,0.0003425553,0.0004251285,0.0004148963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114713,"about_ca_system_score_gemma":0.0006239554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003473933,"about_ca_topic_score_gemma":0.007025614,"domain_scores_codex":[0.9997104,0.00004783647,0.00001328223,0.00003969691,0.0001125312,0.00007630051],"domain_scores_gemma":[0.9995129,0.00009129118,0.0001004945,0.00003975089,0.0001986878,0.00005685821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"design_other","study_design_scores_codex":[0.0008189785,0.0002033854,0.03513412,0.001202937,0.0000637875,0.003501202,0.001152059,0.1273938,0.5266665,0.01127814,0.01288253,0.2797026],"study_design_scores_gemma":[0.0002004482,0.004037675,0.1051355,0.0003165966,0.0001592866,0.003385014,0.002985516,0.2555794,0.3879105,0.008844736,0.2312803,0.0001649104],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8743685,0.001313522,0.1024054,0.001755517,0.0001289557,0.0002274016,0.0005262854,0.001346592,0.01792794],"genre_scores_gemma":[0.9753983,0.0002624594,0.02030516,0.0001442505,0.00002856368,0.00007511531,0.0001451209,0.00007597727,0.003565016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003473933,"threshold_uncertainty_score":0.008971512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05360884750307041,"score_gpt":0.2341406521234833,"score_spread":0.1805318046204129,"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."}}