{"id":"W1978619292","doi":"10.4043/24021-ms","title":"Wellbore Thermal Performance and Its Impact on Flow Assurance Design of a Subsea Production System","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Wellhead; Heat transfer; Petroleum engineering; Mechanics; Thermal; Flow (mathematics); Engineering; Geology; Environmental science; Geotechnical engineering; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001046611,0.0001965253,0.0002424991,0.0001910835,0.00003711813,0.00001521073,0.0001729668,0.0001820243,0.0000152978],"category_scores_gemma":[0.00002828026,0.0001641217,0.00002320331,0.000239844,0.00006012081,0.0001322384,0.00001921256,0.0002431179,0.00004135927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004188266,"about_ca_system_score_gemma":0.00002357163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003518599,"about_ca_topic_score_gemma":6.095626e-7,"domain_scores_codex":[0.9992509,0.00001148322,0.0001824439,0.0002008129,0.00009647245,0.0002578173],"domain_scores_gemma":[0.9995344,0.00002682961,0.00003750272,0.0002624106,0.00009792765,0.00004097139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000162027,0.00001668522,0.003127819,0.0005548126,0.00006887526,0.000002983485,0.0001152423,0.8758275,0.0839791,0.0009162715,0.000240643,0.03513386],"study_design_scores_gemma":[0.0001055884,0.0001117089,0.00645017,0.0003146275,0.000009349551,0.00002183034,0.00003648577,0.8720808,0.1206684,0.00002192837,0.00001709685,0.0001619443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984194,0.0004236571,0.01324033,0.00008374328,0.0001815435,0.000323345,0.000003560753,0.0008239839,0.0007257833],"genre_scores_gemma":[0.9985898,0.0001897143,0.001055517,0.000001534321,0.00002945186,0.00006373824,0.000001909714,0.00002668487,0.00004169488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668934,"threshold_uncertainty_score":0.6692688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009327996036595131,"score_gpt":0.1916358578874192,"score_spread":0.182307861850824,"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."}}