{"id":"W1986687085","doi":"10.2118/103087-ms","title":"Portable Multiphase Production Tester for High-Water-Cut Wells","year":2006,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Separator (oil production); Metering mode; Petroleum engineering; Metre; Environmental science; Multiphase flow; Engineering; Marine engineering; Process engineering; Mechanical engineering; Mechanics","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":[0.0005601619,0.0003800176,0.000246905,0.0003821649,0.0001781428,0.0002501135,0.0007005319,0.0002665986,0.002944111],"category_scores_gemma":[0.001031284,0.0001559039,0.0001431975,0.0002774458,0.0002082463,0.0005442495,0.0002761563,0.0002727723,0.0003787336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574152,"about_ca_system_score_gemma":0.0003446902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006935645,"about_ca_topic_score_gemma":0.001364526,"domain_scores_codex":[0.9995721,0.00006625671,0.00001898913,0.000069033,0.0002440205,0.0000296348],"domain_scores_gemma":[0.9991642,0.0002746846,0.0001764111,0.00008602915,0.0002417877,0.00005682715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000339461,0.0001622112,0.0100282,0.0001414841,0.000007298124,0.0002869263,0.0001748184,0.002331937,0.9406745,0.0003065307,0.0007099509,0.04483671],"study_design_scores_gemma":[0.0001355734,0.002685249,0.02820469,0.00002852673,0.00003260907,0.0008531172,0.0001749355,0.03769677,0.9225876,0.0002531497,0.007302219,0.00004557593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7913167,0.0001313325,0.2016629,0.0001032553,0.00006235936,0.0004259309,0.0006714811,0.003038382,0.002587596],"genre_scores_gemma":[0.9525838,0.00004229129,0.04486077,0.00003630173,0.000007799219,0.00009850382,0.0002147995,0.00006682223,0.002088884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002944111,"threshold_uncertainty_score":0.009849012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507389440498915,"score_gpt":0.218102994940415,"score_spread":0.2030291005354259,"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."}}