{"id":"W2019210887","doi":"10.2118/80890-ms","title":"Design Optimization of a Rotary Gas Separator in ESP Systems","year":2003,"lang":"en","type":"article","venue":"SPE Production and Operations Symposium","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Inducer; Materials science; Separator (oil production); Mechanics; Control theory (sociology); Chemistry; Physics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006991123,0.000593956,0.0006614459,0.0003407268,0.0002607586,0.0007273133,0.0004916649,0.0006788336,0.001170165],"category_scores_gemma":[0.0008217609,0.000401319,0.0004444397,0.0003207034,0.0002866698,0.0004556555,0.0003997455,0.0003136906,0.0003566089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004966446,"about_ca_system_score_gemma":0.0005868079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460063,"about_ca_topic_score_gemma":0.0009970431,"domain_scores_codex":[0.9996628,0.00008583132,0.00002166892,0.00007730343,0.0001093939,0.00004300721],"domain_scores_gemma":[0.999729,0.0001223998,0.00005050084,0.0000174469,0.00006857909,0.0000121224],"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":[0.0004640438,0.0001005907,0.001253578,0.0005159868,0.00005493145,0.0002318351,0.00007901918,0.7753725,0.1728551,0.001181535,0.0003669807,0.04752382],"study_design_scores_gemma":[0.000062987,0.00090716,0.001288388,0.00001579792,0.00005297158,0.00006673577,0.00004783794,0.94612,0.04928503,0.0002818293,0.001854148,0.00001708735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5966609,0.000830691,0.392857,0.000183207,0.00002880886,0.0001922063,0.0001772999,0.000683213,0.008386819],"genre_scores_gemma":[0.9590359,0.0002125939,0.03900879,0.00001876443,0.000007761188,0.00008236398,0.00009194222,0.00003296698,0.001508974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001460063,"threshold_uncertainty_score":0.003914595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009291146193011,"score_gpt":0.2131454074355156,"score_spread":0.2030524959735855,"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."}}