{"id":"W1992141580","doi":"10.2118/75946-ms","title":"Case Study: Including the Effects of Stagnant Water in Gas Gathering System Modeling","year":2002,"lang":"en","type":"article","venue":"SPE Gas Technology Symposium","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wellhead; Petroleum engineering; Pipeline transport; Computer science; Natural gas field; Marine engineering; Field (mathematics); Environmental science; Geology; Engineering; Natural gas; Environmental engineering; Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007912649,0.0006941831,0.0004037857,0.0005698254,0.001316353,0.001265206,0.001125312,0.001540183,0.002466714],"category_scores_gemma":[0.001973947,0.0004129325,0.0004784564,0.0007514778,0.0009860491,0.0007929043,0.0006247864,0.0007324172,0.0001533818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003105292,"about_ca_system_score_gemma":0.002920709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1791331,"about_ca_topic_score_gemma":0.2024363,"domain_scores_codex":[0.9994249,0.0002498213,0.00001902599,0.00005936803,0.0001509897,0.00009584408],"domain_scores_gemma":[0.9986921,0.0008505229,0.00008220886,0.00008756731,0.0002020284,0.00008550733],"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":[0.0001729628,0.0001182602,0.008523343,0.00005760317,0.0000230613,0.001812851,0.0004687391,0.9775231,0.002809319,0.002601452,0.0003769318,0.005512394],"study_design_scores_gemma":[0.00006020642,0.0002756639,0.002540459,0.00001587221,0.00004272622,0.0002097656,0.001066093,0.9840928,0.007748587,0.001178284,0.002733516,0.00003593294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614047,0.00006044887,0.03015741,0.0002739507,0.000012995,0.0001656098,0.0003362811,0.0003257222,0.007262847],"genre_scores_gemma":[0.9891249,0.00004103929,0.008737236,0.00001387356,0.000001948808,0.00003464659,0.0000840015,0.00001633296,0.001945998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791331,"threshold_uncertainty_score":0.3561808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012227925106761,"score_gpt":0.1913503373092883,"score_spread":0.1812280580582207,"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."}}